Job Description: AI Engineering Manager Position Overview: We are seeking an experienced AI Engineering Manager to lead our AI projects and drive innovation in deep learning applications. The ideal candidate will have a strong background in the latest deep learning architectures, including Convolutional Neural Networks (CNNs) and Transformers, and possess project management experience in overseeing AI initiatives. Key Responsibilities: Lead the design, development, and deployment of AI solutions, ensuring alignment with organizational goals. Manage AI projects from inception to completion, coordinating cross-functional teams and resources effectively. Oversee the implementation of deep learning algorithms for various applications, particularly in medical image analysis. Mentor and guide team members, fostering a collaborative and innovative work environment. Ensure high-quality code development in Python, C, or C++, with a strong understanding of object-oriented programming concepts. Qualifications: Proven experience in managing AI projects and teams. Strong knowledge of deep learning architectures such as CNNs and Transformers. Prior experience in the medical image analysis field is preferred. Proficiency in programming languages including Python, C, and C++. Experience in people management and team leadership. Preferred Skills: Familiarity with machine learning frameworks (e.g., TensorFlow, PyTorch). Excellent communication skills and the ability to work collaboratively across teams. Candidates with publications in conferences such as ICCV, ICPR, ICIP, ISBI, MICCAI, MIDL, NeurIPS, and CVPR are preferred. Show more Show less
Job Description For Senior Software Engineer :- Efficiently able to design and implement software features. Effective skills in writing quality, re-usable, scalable, and test-supported code. Innovate/suggest new technologies, architectures, and frameworks. Perform code reviews and ensure code quality is maintained for products and service delivered by the team. Identify bottlenecks and bugs, and devise appropriate solutions. Expertise in high-quality software engineering practices for agile software development cycle, including source control management, build processes, testing and deployment. Determining and implementing design methodologies and toolsets. Carrying out Live Projects & POCs to ensure that suggested design/technologies meet the requirements. Effective communication with technical teams to collect requirements, and describe software product features and technical designs. Candidate Profile : Highly proficient in Java (preferably version 8 or higher) . Hands-on experience in Spring, Spring Boot, Spring Security, OAuth2.0, and JWT. Hands-on experience in Spring Cloud Gateway, Eureka, Hystrix, and ORM Frameworks. Hands-on experience with Web Services like REST. Experience with relational and non-relational databases. Understanding the functional requirements and analyzing the clients needs in the project context. Solid understanding of OOPs concepts and design patterns. Awareness of secure coding practices. Experience in CICD, Jenkins , SonarQube, GITLAB, JIRA , and JUnit will be an added advantage. Experience in Spring Batch, Kubernetes, and Docker is a plus. Key Skills : Core Java, Spring Boot, Microservices, Hibernate, Data structures, Algorithms, REST services, and Application Servers. Academic background Qualification: B.Tech/ M. Tech/MCA candidates. Need prospects with hands-on coding skills. Immediate Joiners will be high on the priority list To know more about us, do visit us at https://lnkd.in/egFmBSG4. Company Profile AIRA Matrix provides artificial intelligence based solutions for Life Sciences applications. Our solutions improve efficiency, diagnostic accuracy, and turnaround times in pathology, microbiology and ophthalmology workflows across pharmaceutical and healthcare laboratories. Our Application Development Team plays an important role in developing competent customer facing applications to access our AI solutions and enterprise-level image management systems in life sciences. It has successfully developed several innovative solutions, such as a one-of-a-kind image viewing platform for histopathology images enabled with digital collaboration, custom web applications with built-in workflows for microbial monitoring, and custom libraries for UI to support unique features and audit traceability across applications among other functionalities. With absolute flexibility to choose and use the latest technologies, our AppDev team comes up with best-in-class enhancements and feature upgrades which are highly appreciated by the customers. Regards, Surya Prajapati Talent Acquisition Email :surya.prajapati@airamatrix.com Website : https://www.airamatrix.com Dosti Pinnacle, 801, Rd No. 22, Wagle Industrial Estate , Thane (W) Maharashtra, India - 400604. Show more Show less
Job Description: You will provide leadership in designing and implementing ground-breaking GPU computers that run demanding deep learning, high-performance computing, and computationally intensive workloads. We seek an expert to identify architectural changes and/or completely new approaches for accelerating our deep learning models. As an expert, you will help us with the strategic challenges we encounter, including compute, networking, and storage design for large scale, high-performance workloads, effective resource utilization in a heterogeneous computing environment, evolving our private/public cloud strategy, capacity modelling, and growth planning across our products and services. As an architect you are responsible for converting business needs associated with AI-ML algorithms in to a set of product goals covering workload scenarios, end user expectations, compute infrastructure and time of execution; this should lead to a plan for making the algorithms production ready Benchmark and optimise the Computer Vision Algorithms and the Hardware Accelerators for performance and quality KPIs. Optimize algorithms for optimal performance on the GPU tensor cores. Collaborate with various teams to drive an end to end workflow from data curation and training to performance optimization and deployment. Assign tasks to the team and monitor as well Skills Required MS or PhD in Computer Science, Electrical Engineering, or related field. A strong background in deployment of complex deep learning architectures . 7+ years of relevant experience in at least a few of the following relevant areas is required in your work history: Machine learning (with focus on Deep Neural Networks), including understanding of DL fundamentals; Experience adapting and training DNNs for various tasks; Experience developing code for one or more of the DNN training frameworks (such as Caffe, TensorFlow or Torch): Numerical analysis, Performance analysis, Model compression and Optimization & Computer architecture. Strong Data structures and Algorithms know-how with Excellent C/C++ programming skills. Hands-on expertise with PyTorch, TensorRT, CuDNN Hand-on expertise with GPU computing (CUDA, OpenCL, OpenACC) and HPC (MPI, OpenMP) In-depth understanding of container technologies like Docker, Singularity, Shifter, Charliecloud. Proficient in Python programming and bash scripting. Proficient in Windows, Ubuntu and Centos operating systems. Excellent communication and collaboration skills. Self-motivated and able to find creative practical solutions to problems. Good to have Hands-on experience with HPC cluster job schedulers such as Kubernetes, SLURM, LSF. Familiarity with cloud computing architectures Hands-on experience with Software Defined Networking and HPC cluster networking. Working knowledge of cluster configuration management tools such as Ansible, Puppet, Salt. Understanding of fast, distributed storage systems and Linux file systems for HPC workloads. About Company: AIRA Matrix provides artificial intelligence based solutions for Life Sciences applications. Our solutions improve efficiency, diagnostic accuracy, and turnaround times in pathology, microbiology and ophthalmology workflows across pharmaceutical and healthcare laboratories. We leverage machine and deep learning techniques to develop diagnostic, prognostic, and predictive solutions. Our solutions provide cost benefits in the pharmaceutical domain, by speeding up pre-clinical drug development timelines, and by enhancing the efficiency of environmental monitoring required in manufacturing. In healthcare applications, our solutions improve treatment outcomes by aiding disease stratification and enabling management protocols tailored to individual patients. Our clients and partners include leading hospitals, pharmaceutical companies, CROs, and research labs around the world. Our deep learning platforms with existing network models and pre-built AI applications provide the foundation for fast customizations and help tackle any unique challenges in your image analysis and study management workflows. Our flexible service model enables the swift deployment of these custom solutions with minimal resource and time commitment from your side. Our Application Development Team plays an important role in developing competent customer facing applications to access our AI solutions and enterprise-level image management systems in life sciences. -- Regards, Surya Prajapati Talent Acquisition Specialist Email : surya.prajapati@airamatrix.com Website : https://www.airamatrix.com Dosti Pinnacle, 801, Rd No. 22, Wagle Industrial Estate , Thane (W) Maharashtra, India - 400604.
Job Description: · The resource is expected to develop UI for digital pathology software that includes image viewers. · It would be desirable that candidates review the existing software and come up with new UX designs wherever required. · The resource is expected to be a self-initiator who can achieve challenging tasks independently. · Ability to test and debug for web developments. Functional and unit testing knowledge. Candidate Profile : Technical: · Primary skill sets required are JavaScript, TypeScript, AngularJS, Angular 2 to 8 (Angular10 Preferred), HTML 5 Canvas, Bootstrap, CSS (and related web UI development tools), AJAX, JSON · Good at basic problem solving and programming. · Hands on experience UX design is desirable Key Skills : · Angular8, Angular JS, Angular 2+,Responsive Web design (RWD), Html ,CSS, Java Script, jQuery, Bootstrap · Knowledge of Android and / or iOS is preferred. Academic background: · Bachelor’s degree in Computer Science or IT is a must and B.E is preferred · Prefer person with hands-on coding skills than any specific qualification. Experience : · Mid level : 5 - 10 years About Company: AIRA Matrix provides artificial intelligence based solutions for Life Sciences applications. Our solutions improve efficiency, diagnostic accuracy, and turnaround times in pathology, microbiology and ophthalmology workflows across pharmaceutical and healthcare laboratories. Our Application Development Team plays an important role in developing competent customer facing applications to access our AI solutions and enterprise-level image management systems in life sciences. It has successfully developed several innovative solutions, such as a one-of-a-kind image viewing platform for histopathology images enabled with digital collaboration, custom web applications with built-in workflows for microbial monitoring, and custom libraries for UI to support unique features and audit traceability across applications among other functionalities. With absolute flexibility to choose and use the latest technologies, our AppDev team comes up with best-in-class enhancements and feature upgrades which are highly appreciated by the customers. -- Regards, Surya Prajapati Deputy Manager - Talent Acquisition Email : surya.prajapati@airamatrix.com Website : https://www.airamatrix.com Dosti Pinnacle, 801, Rd No. 22, Wagle Industrial Estate , Thane (W) Maharashtra, India - 400604.
ABOUT COMPANY: AIRA Matrix provides artificial intelligence based solutions for Life Sciences applications. Our solutions improve efficiency, diagnostic accuracy, and turnaround times in pathology, microbiology and ophthalmology workflows across pharmaceutical and healthcare laboratories. Our Application Development Team plays an important role in developing competent customer facing applications to access our AI solutions and enterprise-level image management systems in life sciences. It has successfully developed several innovative solutions, such as a one-of-a-kind image viewing platform for histopathology images enabled with digital collaboration, custom web applications with built-in workflows for microbial monitoring, and custom libraries for UI to support unique features and audit traceability across applications among other functionalities. With absolute flexibility to choose and use the latest technologies, our AppDev team comes up with best-in-class enhancements and feature upgrades which are highly appreciated by the customers. Job Description: Design and development of robust, efficient and real-time algorithms for Analysis and Classification of Medical Images using state-of-art techniques from Image Processing, Pattern Recognition, Computer Vision and Machine Learning. Development of innovative solutions for various problems related to Segmentation, Detection, classification and quantification of high resolution (~50K x 50K) coloured images for applications in Digital Pathology. Design of efficient models in Machine Learning / Deep Learning for accurate analysis and classification of High resolution Images. To learn and update oneself on the emerging trends of technology and apply them in the projects for better results leading to publications and patents. Explore new areas of Expert Systems, Cognitive Computing, Artificial Intelligence, Computational Photography etc. Guiding the team technically Candidate Profile: Academic background: § PhD / M. Tech. / M.E. / M.C.A. (preferably from CSE / IT / ECE / EE background) § B. Tech. / B.E. with exceptional academic/professional background Specialization / Domain knowledge: § Image Processing, Pattern Recognition, Computer Vision § Machine Learning, Deep Learning § Experience with Medical Image Processing is an added advantage Technical § Hands-on experience in developing and implementing Image Processing and Machine Learning algorithms § Strong programming knowledge in any of C, C++, Python, JAVA etc. § Hands-on experience in using Deep Learning frameworks and libraries § Concepts of parallel architecture on GPU is an added advantage Key Sills : § Image Processing, Segmentation, Pattern recognition, Computer Vision, Machine Learning, Image Processing, Neural Network -- Regards, Surya Prajapati Deputy Manager - Talent Acquisition Email : surya.prajapati@airamatrix.com Website : https://www.airamatrix.com Dosti Pinnacle, 801, Rd No. 22, Wagle Industrial Estate , Thane (W) Maharashtra, India - 400604.
Job Description For Senior Software Engineer :- Efficiently able to design and implement software features. Effective skills in writing quality, re-usable, scalable, and test-supported code. Innovate/suggest new technologies, architectures, and frameworks. Perform code reviews and ensure code quality is maintained for products and service delivered by the team. Identify bottlenecks and bugs, and devise appropriate solutions. Expertise in high-quality software engineering practices for agile software development cycle, including source control management, build processes, testing and deployment. Determining and implementing design methodologies and toolsets. Carrying out Live Projects & POCs to ensure that suggested design/technologies meet the requirements. Effective communication with technical teams to collect requirements, and describe software product features and technical designs. Candidate Profile : Highly proficient in Java (preferably version 8 or higher) . Hands-on experience in Spring, Spring Boot, Spring Security, OAuth2.0, and JWT. Hands-on experience in Spring Cloud Gateway, Eureka, Hystrix, and ORM Frameworks. Hands-on experience with Web Services like REST. Experience with relational and non-relational databases. Understanding the functional requirements and analyzing the clients needs in the project context. Solid understanding of OOPs concepts and design patterns. Awareness of secure coding practices. Experience in CICD, Jenkins , SonarQube, GITLAB, JIRA , and JUnit will be an added advantage. Experience in Spring Batch, Kubernetes, and Docker is a plus. Key Skills : Core Java, Spring Boot, Microservices, Hibernate, Data structures, Algorithms, REST services, and Application Servers. Academic background Qualification: B.Tech/ M. Tech/MCA candidates. Need prospects with hands-on coding skills. Immediate Joiners will be high on the priority list To know more about us, do visit us at https://lnkd.in/egFmBSG4. Company Profile AIRA Matrix provides artificial intelligence based solutions for Life Sciences applications. Our solutions improve efficiency, diagnostic accuracy, and turnaround times in pathology, microbiology and ophthalmology workflows across pharmaceutical and healthcare laboratories. Our Application Development Team plays an important role in developing competent customer facing applications to access our AI solutions and enterprise-level image management systems in life sciences. It has successfully developed several innovative solutions, such as a one-of-a-kind image viewing platform for histopathology images enabled with digital collaboration, custom web applications with built-in workflows for microbial monitoring, and custom libraries for UI to support unique features and audit traceability across applications among other functionalities. With absolute flexibility to choose and use the latest technologies, our AppDev team comes up with best-in-class enhancements and feature upgrades which are highly appreciated by the customers. Regards, Surya Prajapati Talent Acquisition Email :surya.prajapati@airamatrix.com Website : https://www.airamatrix.com Dosti Pinnacle, 801, Rd No. 22, Wagle Industrial Estate , Thane (W) Maharashtra, India - 400604.
Job Description: AI Engineering Manager Position Overview: We are seeking an experienced AI Engineering Manager to lead our AI projects and drive innovation in deep learning applications. The ideal candidate will have a strong background in the latest deep learning architectures, including Convolutional Neural Networks (CNNs) and Transformers, and possess project management experience in overseeing AI initiatives. Key Responsibilities: Lead the design, development, and deployment of AI solutions, ensuring alignment with organizational goals. Manage AI projects from inception to completion, coordinating cross-functional teams and resources effectively. Oversee the implementation of deep learning algorithms for various applications, particularly in medical image analysis. Mentor and guide team members, fostering a collaborative and innovative work environment. Ensure high-quality code development in Python, C, or C++, with a strong understanding of object-oriented programming concepts. Qualifications: Proven experience in managing AI projects and teams. Strong knowledge of deep learning architectures such as CNNs and Transformers. Prior experience in the medical image analysis field is preferred. Proficiency in programming languages including Python, C, and C++. Experience in people management and team leadership. Preferred Skills: Familiarity with machine learning frameworks (e.g., TensorFlow, PyTorch). Excellent communication skills and the ability to work collaboratively across teams. Candidates with publications in conferences such as ICCV, ICPR, ICIP, ISBI, MICCAI, MIDL, NeurIPS, and CVPR are preferred.
As an Engineer, you will be responsible for efficiently designing and implementing software features. You must possess effective skills in writing quality, reusable, scalable, and test-supported code. Innovation and suggestions for new technologies, architectures, and frameworks are encouraged. Your duties will include performing code reviews to maintain code quality, identifying bottlenecks and bugs, and devising appropriate solutions. In this role, you should have expertise in high-quality software engineering practices for the agile software development cycle. This includes proficiency in source control management, build processes, testing, and deployment. You will be involved in determining and implementing design methodologies and toolsets, as well as executing Live Projects & POCs to ensure that suggested designs and technologies meet the requirements. Effective communication with technical teams to collect requirements and describe software product features and technical designs is essential. The ideal candidate will be highly proficient in Java, preferably version 8 or higher. Hands-on experience in Spring, Spring Boot, Spring Security, OAuth2.0, and JWT is required. Familiarity with Spring Cloud Gateway, Eureka, Hystrix, and ORM Frameworks is a plus. Experience with Web Services like REST, relational and non-relational databases, OOPs concepts, design patterns, and secure coding practices is expected. Candidates with experience in CICD tools such as Jenkins, SonarQube, GITLAB, JIRA, and JUnit will be preferred. Knowledge of Spring Batch, Kubernetes, and Docker is considered an advantage. Key skills for this position include Core Java, Spring Boot, Microservices, Hibernate, Data structures, Algorithms, REST services, and Application Servers. The desired academic background for this role is B.Tech/ M. Tech/MCA. Candidates with hands-on coding skills will be given priority, especially immediate joiners. Note: This Job Description is sourced from hirist.tech,
As a Senior Software Engineer at AIRA Matrix, you will be responsible for efficiently designing and implementing software features. You should possess effective skills in writing quality, reusable, scalable, and test-supported code. Your role will involve innovating and suggesting new technologies, architectures, and frameworks to enhance the software products and services delivered by the team. You will be required to perform code reviews to ensure that code quality is maintained, identify bottlenecks and bugs, and devise appropriate solutions. Your expertise in high-quality software engineering practices for agile software development cycle, including source control management, build processes, testing, and deployment will be crucial for the success of the projects. In addition, you will determine and implement design methodologies and toolsets, carry out Live Projects & POCs to ensure that suggested designs and technologies meet the requirements, and effectively communicate with technical teams to collect requirements and describe software product features and technical designs. The ideal candidate for this role should be highly proficient in Java (preferably version 8 or higher) and have hands-on experience in technologies such as Spring, Spring Boot, Spring Security, OAuth2.0, and JWT. Experience with Spring Cloud Gateway, Eureka, Hystrix, ORM Frameworks, Web Services like REST, relational and non-relational databases, and secure coding practices is essential. Knowledge of CICD tools like Jenkins, SonarQube, GITLAB, JIRA, and JUnit will be an added advantage. Experience in Spring Batch, Kubernetes, and Docker will be a plus. Key Skills required for this role include Core Java, Spring Boot, Microservices, Hibernate, Data structures, Algorithms, REST services, and Application Servers. The academic background sought for this position is B.Tech/ M. Tech/MCA candidates with hands-on coding skills. Immediate Joiners will be given high priority. To learn more about AIRA Matrix, visit us at https://www.airamatrix.com. AIRA Matrix is a provider of artificial intelligence-based solutions for Life Sciences applications. Our solutions are aimed at improving efficiency, diagnostic accuracy, and turnaround times in pathology, microbiology, and ophthalmology workflows across pharmaceutical and healthcare laboratories. The Application Development Team at AIRA Matrix is instrumental in developing customer-facing applications to access our AI solutions and enterprise-level image management systems in life sciences. The team has successfully developed innovative solutions, such as an image viewing platform for histopathology images with digital collaboration, custom web applications for microbial monitoring, and custom libraries for UI with unique features and audit traceability. Our AppDev team has the flexibility to choose and utilize the latest technologies to come up with best-in-class enhancements and feature upgrades that are highly appreciated by our customers. For any inquiries, please contact: Surya Prajapati Talent Acquisition Email: surya.prajapati@airamatrix.com Website: https://www.airamatrix.com Address: Dosti Pinnacle, 801, Rd No. 22, Wagle Industrial Estate, Thane (W), Maharashtra, India - 400604.,
ABOUT COMPANY: AIRA Matrix provides artificial intelligence based solutions for Life Sciences applications. Our solutions improve efficiency, diagnostic accuracy, and turnaround times in pathology, microbiology and ophthalmology workflows across pharmaceutical and healthcare laboratories. Our Application Development Team plays an important role in developing competent customer facing applications to access our AI solutions and enterprise-level image management systems in life sciences. It has successfully developed several innovative solutions, such as a one-of-a-kind image viewing platform for histopathology images enabled with digital collaboration, custom web applications with built-in workflows for microbial monitoring, and custom libraries for UI to support unique features and audit traceability across applications among other functionalities. With absolute flexibility to choose and use the latest technologies, our AppDev team comes up with best-in-class enhancements and feature upgrades which are highly appreciated by the customers. Job Description: Design and development of robust, efficient and real-time algorithms for Analysis and Classification of Medical Images using state-of-art techniques from Image Processing, Pattern Recognition, Computer Vision and Machine Learning. Development of innovative solutions for various problems related to Segmentation, Detection, classification and quantification of high resolution (~50K x 50K) coloured images for applications in Digital Pathology. Design of efficient models in Machine Learning / Deep Learning for accurate analysis and classification of High resolution Images. To learn and update oneself on the emerging trends of technology and apply them in the projects for better results leading to publications and patents. Explore new areas of Expert Systems, Cognitive Computing, Artificial Intelligence, Computational Photography etc. Guiding the team technically Candidate Profile: Academic background: § PhD / M. Tech. / M.E. / M.C.A. (preferably from CSE / IT / ECE / EE background) § B. Tech. / B.E. with exceptional academic/professional background Specialization / Domain knowledge: § Image Processing, Pattern Recognition, Computer Vision § Machine Learning, Deep Learning § Experience with Medical Image Processing is an added advantage Technical § Hands-on experience in developing and implementing Image Processing and Machine Learning algorithms § Strong programming knowledge in any of C, C++, Python, JAVA etc. § Hands-on experience in using Deep Learning frameworks and libraries § Concepts of parallel architecture on GPU is an added advantage Key Sills : § Image Processing, Segmentation, Pattern recognition, Computer Vision, Machine Learning, Image Processing, Neural Network -- Regards, Surya Prajapati Deputy Manager - Talent Acquisition Email : surya.prajapati@airamatrix.com Website : https://www.airamatrix.com Dosti Pinnacle, 801, Rd No. 22, Wagle Industrial Estate , Thane (W) Maharashtra, India - 400604.
Job Description For Senior Software Engineer :- Efficiently able to design and implement software features. Effective skills in writing quality, re-usable, scalable, and test-supported code. Innovate/suggest new technologies, architectures, and frameworks. Perform code reviews and ensure code quality is maintained for products and service delivered by the team. Identify bottlenecks and bugs, and devise appropriate solutions. Expertise in high-quality software engineering practices for agile software development cycle, including source control management, build processes, testing and deployment. Determining and implementing design methodologies and toolsets. Carrying out Live Projects & POCs to ensure that suggested design/technologies meet the requirements. Effective communication with technical teams to collect requirements, and describe software product features and technical designs. Candidate Profile : Highly proficient in Java (preferably version 8 or higher) . Hands-on experience in Spring, Spring Boot, Spring Security, OAuth2.0, and JWT. Hands-on experience in Spring Cloud Gateway, Eureka, Hystrix, and ORM Frameworks. Hands-on experience with Web Services like REST. Experience with relational and non-relational databases. Understanding the functional requirements and analyzing the clients needs in the project context. Solid understanding of OOPs concepts and design patterns. Awareness of secure coding practices. Experience in CICD, Jenkins , SonarQube, GITLAB, JIRA , and JUnit will be an added advantage. Experience in Spring Batch, Kubernetes, and Docker is a plus. Key Skills : Core Java, Spring Boot, Microservices, Hibernate, Data structures, Algorithms, REST services, and Application Servers. Academic background Qualification: B.Tech/ M. Tech/MCA candidates. Need prospects with hands-on coding skills. Immediate Joiners will be high on the priority list To know more about us, do visit us at https://lnkd.in/egFmBSG4. Company Profile AIRA Matrix provides artificial intelligence based solutions for Life Sciences applications. Our solutions improve efficiency, diagnostic accuracy, and turnaround times in pathology, microbiology and ophthalmology workflows across pharmaceutical and healthcare laboratories. Our Application Development Team plays an important role in developing competent customer facing applications to access our AI solutions and enterprise-level image management systems in life sciences. It has successfully developed several innovative solutions, such as a one-of-a-kind image viewing platform for histopathology images enabled with digital collaboration, custom web applications with built-in workflows for microbial monitoring, and custom libraries for UI to support unique features and audit traceability across applications among other functionalities. With absolute flexibility to choose and use the latest technologies, our AppDev team comes up with best-in-class enhancements and feature upgrades which are highly appreciated by the customers. Regards, Surya Prajapati Talent Acquisition Email :surya.prajapati@airamatrix.com Website : https://www.airamatrix.com Dosti Pinnacle, 801, Rd No. 22, Wagle Industrial Estate , Thane (W) Maharashtra, India - 400604.
Job Description: AI Engineering Manager Position Overview: We are seeking an experienced AI Engineering Manager to lead our AI projects and drive innovation in deep learning applications. The ideal candidate will have a strong background in the latest deep learning architectures, including Convolutional Neural Networks (CNNs) and Transformers, and possess project management experience in overseeing AI initiatives. Key Responsibilities: Lead the design, development, and deployment of AI solutions, ensuring alignment with organizational goals. Manage AI projects from inception to completion, coordinating cross-functional teams and resources effectively. Oversee the implementation of deep learning algorithms for various applications, particularly in medical image analysis. Mentor and guide team members, fostering a collaborative and innovative work environment. Ensure high-quality code development in Python, C, or C++, with a strong understanding of object-oriented programming concepts. Qualifications: Proven experience in managing AI projects and teams. Strong knowledge of deep learning architectures such as CNNs and Transformers. Prior experience in the medical image analysis field is preferred. Proficiency in programming languages including Python, C, and C++. Experience in people management and team leadership. Preferred Skills: Familiarity with machine learning frameworks (e.g., TensorFlow, PyTorch). Excellent communication skills and the ability to work collaboratively across teams. Candidates with publications in conferences such as ICCV, ICPR, ICIP, ISBI, MICCAI, MIDL, NeurIPS, and CVPR are preferred.
Responsibilities: Design the data pipelines and engineering infrastructure to support our clients’ enterprise machine learning systems at scale Take offline models data scientists build and turn them into a real machine learning production system Develop and deploy scalable tools and services for our clients to handle machine learning training and inference Identify and evaluate new technologies to improve performance, maintainability, and reliability of our clients’ machine learning systems Apply software engineering rigor and best practices to machine learning, including CI/CD, automation, etc. Support model development, with an emphasis on auditability, versioning, and data security Facilitate the development and deployment of proof-of-concept machine learning systems Communicate with clients to build requirements and track progress Qualifications: Experience building end-to-end systems as a Platform Engineer, ML DevOps Engineer, or Data Engineer (or equivalent) Strong software engineering skills in complex, multi-language systems Fluency in Python Comfort with Linux administration Experience working with cloud computing and database systems Experience building custom integrations between cloud-based systems using APIs Experience developing and maintaining ML systems built with open source tools Experience developing with containers and Kubernetes in cloud computing environments Familiarity with one or more data-oriented workflow orchestration frameworks (KubeFlow, Airflow, Argo, etc.) Ability to translate business needs to technical requirements Strong understanding of software testing, benchmarking, and continuous integration Exposure to machine learning methodology and best practices Exposure to deep learning approaches and modeling frameworks (PyTorch, Tensorflow, Keras, etc.) Total Experience: 4+ years Education Qualification: BE/B.Tech/MCA/M.Sc/M.Tech -- Regards, Surya Prajapati Talent Acquisition Expert Email :surya.prajapati@airamatrix.com Website : https://www.airamatrix.com Dosti Pinnacle, 801, Rd No. 22, Wagle Industrial Estate , Thane (W) Maharashtra, India - 400604.
Job Description: · The resource is expected to develop UI for digital pathology software that includes image viewers. · It would be desirable that candidates review the existing software and come up with new UX designs wherever required. · The resource is expected to be a self-initiator who can achieve challenging tasks independently. · Ability to test and debug for web developments. Functional and unit testing knowledge. Candidate Profile : Technical: · Primary skill sets required are JavaScript, TypeScript, AngularJS, Angular 2 to 8 (Angular10 Preferred), HTML 5 Canvas, Bootstrap, CSS (and related web UI development tools), AJAX, JSON · Good at basic problem solving and programming. · Hands on experience UX design is desirable Key Skills : · Angular8, Angular JS, Angular 2+,Responsive Web design (RWD), Html ,CSS, Java Script, jQuery, Bootstrap · Knowledge of Android and / or iOS is preferred. Academic background: · Bachelor’s degree in Computer Science or IT is a must and B.E is preferred · Prefer person with hands-on coding skills than any specific qualification. Experience : · Mid level : 5 - 10 years About Company: AIRA Matrix provides artificial intelligence based solutions for Life Sciences applications. Our solutions improve efficiency, diagnostic accuracy, and turnaround times in pathology, microbiology and ophthalmology workflows across pharmaceutical and healthcare laboratories. Our Application Development Team plays an important role in developing competent customer facing applications to access our AI solutions and enterprise-level image management systems in life sciences. It has successfully developed several innovative solutions, such as a one-of-a-kind image viewing platform for histopathology images enabled with digital collaboration, custom web applications with built-in workflows for microbial monitoring, and custom libraries for UI to support unique features and audit traceability across applications among other functionalities. With absolute flexibility to choose and use the latest technologies, our AppDev team comes up with best-in-class enhancements and feature upgrades which are highly appreciated by the customers. -- Regards, Surya Prajapati Deputy Manager - Talent Acquisition Email : surya.prajapati@airamatrix.com Website : https://www.airamatrix.com Dosti Pinnacle, 801, Rd No. 22, Wagle Industrial Estate , Thane (W) Maharashtra, India - 400604.
As a Machine Learning Platform Engineer at our company, you will be responsible for designing data pipelines and engineering infrastructure to support our clients" enterprise machine learning systems at scale. Your role will involve taking offline models developed by data scientists and transforming them into real machine learning production systems. You will also be tasked with developing and deploying scalable tools and services for clients to manage machine learning training and inference efficiently. In this position, you will play a crucial role in identifying and evaluating new technologies that can enhance the performance, maintainability, and reliability of our clients" machine learning systems. It will be essential to apply software engineering best practices, including CI/CD and automation, to machine learning processes. Additionally, you will need to support model development with a focus on auditability, versioning, and data security. Your responsibilities will include facilitating the development and deployment of proof-of-concept machine learning systems and communicating effectively with clients to understand their requirements and track progress. The ideal candidate for this role should have experience in building end-to-end systems as a Platform Engineer, ML DevOps Engineer, or Data Engineer. Strong software engineering skills in complex, multi-language systems, fluency in Python, and comfort with Linux administration are essential qualifications. Moreover, experience working with cloud computing and database systems, building custom integrations between cloud-based systems using APIs, and developing and maintaining ML systems with open source tools are highly valued. Familiarity with containers, Kubernetes, data-oriented workflow orchestration frameworks, and the ability to translate business needs into technical requirements are important for this role. A strong understanding of software testing, benchmarking, continuous integration, machine learning methodology, best practices, deep learning approaches, and modeling frameworks like PyTorch, Tensorflow, and Keras are advantageous. The ideal candidate should have a total of 4+ years of experience and hold an educational qualification of BE/B.Tech/MCA/M.Sc/M.Tech. Join us in this exciting opportunity to contribute to the advancement of machine learning systems and make a significant impact in the field. Regards, Surya Prajapati Talent Acquisition Expert Email: surya.prajapati@airamatrix.com Website: https://www.airamatrix.com Dosti Pinnacle, 801, Rd No. 22, Wagle Industrial Estate, Thane (W), Maharashtra, India - 400604.,
As an AI Engineering Manager at our company, your role will involve leading AI projects and driving innovation in deep learning applications. You should have a strong background in deep learning architectures like Convolutional Neural Networks (CNNs) and Transformers, along with experience in project management for AI initiatives. Key Responsibilities: - Lead the design, development, and deployment of AI solutions in alignment with organizational goals. - Manage AI projects from start to finish by effectively coordinating cross-functional teams and resources. - Supervise the implementation of deep learning algorithms, especially in medical image analysis applications. - Mentor and guide team members to create a collaborative and innovative work environment. - Ensure high-quality code development in Python, C, or C++ while possessing a solid grasp of object-oriented programming concepts. Qualifications: - Proven track record in managing AI projects and teams. - Profound knowledge of deep learning architectures like CNNs and Transformers. - Previous experience in the medical image analysis domain is desirable. - Proficiency in Python, C, and C++ programming languages. - Background in people management and team leadership. In addition, familiarity with machine learning frameworks such as TensorFlow and PyTorch, excellent communication skills, and the ability to collaborate effectively across teams are preferred. Candidates with publications in conferences like ICCV, ICPR, ICIP, ISBI, MICCAI, MIDL, NeurIPS, and CVPR will be given preference.,
You will be responsible for designing data pipelines and engineering infrastructure to support clients" enterprise machine learning systems at scale. Additionally, you will be tasked with taking offline models data scientists build and transforming them into real machine learning production systems. Your role will involve developing and deploying scalable tools and services for clients to handle machine learning training and inference efficiently. You will need to identify and evaluate new technologies to enhance the performance, maintainability, and reliability of clients" machine learning systems. It is essential to apply software engineering rigor and best practices to machine learning, including CI/CD, automation, etc. Furthermore, you will support model development with a focus on auditability, versioning, and data security. Your responsibilities will also include facilitating the development and deployment of proof-of-concept machine learning systems and communicating with clients to gather requirements and track progress. Qualifications: - Experience building end-to-end systems as a Platform Engineer, ML DevOps Engineer, or Data Engineer (or equivalent) - Strong software engineering skills in complex, multi-language systems - Fluency in Python - Comfort with Linux administration - Experience working with cloud computing and database systems - Experience building custom integrations between cloud-based systems using APIs - Experience developing and maintaining ML systems built with open source tools - Experience developing with containers and Kubernetes in cloud computing environments - Familiarity with one or more data-oriented workflow orchestration frameworks (KubeFlow, Airflow, Argo, etc.) - Ability to translate business needs to technical requirements - Strong understanding of software testing, benchmarking, and continuous integration - Exposure to machine learning methodology and best practices - Exposure to deep learning approaches and modeling frameworks (PyTorch, TensorFlow, Keras, etc.) Total Experience: 4+ years Education Qualification: BE/B.Tech/MCA/M.Sc/M.Tech,
Job Description: You will provide leadership in designing and implementing ground-breaking GPU computers that run demanding deep learning, high-performance computing, and computationally intensive workloads. We seek an expert to identify architectural changes and/or completely new approaches for accelerating our deep learning models. As an expert, you will help us with the strategic challenges we encounter, including compute, networking, and storage design for large scale, high-performance workloads, effective resource utilization in a heterogeneous computing environment, evolving our private/public cloud strategy, capacity modelling, and growth planning across our products and services. As an architect you are responsible for converting business needs associated with AI-ML algorithms in to a set of product goals covering workload scenarios, end user expectations, compute infrastructure and time of execution; this should lead to a plan for making the algorithms production ready Benchmark and optimise the Computer Vision Algorithms and the Hardware Accelerators for performance and quality KPIs. Optimize algorithms for optimal performance on the GPU tensor cores. Collaborate with various teams to drive an end to end workflow from data curation and training to performance optimization and deployment. Assign tasks to the team and monitor as well Skills Required MS or PhD in Computer Science, Electrical Engineering, or related field. A strong background in deployment of complex deep learning architectures . 7+ years of relevant experience in at least a few of the following relevant areas is required in your work history: Machine learning (with focus on Deep Neural Networks), including understanding of DL fundamentals; Experience adapting and training DNNs for various tasks; Experience developing code for one or more of the DNN training frameworks (such as Caffe, TensorFlow or Torch): Numerical analysis, Performance analysis, Model compression and Optimization & Computer architecture. Strong Data structures and Algorithms know-how with Excellent C/C++ programming skills. Hands-on expertise with PyTorch, TensorRT, CuDNN Hand-on expertise with GPU computing (CUDA, OpenCL, OpenACC) and HPC (MPI, OpenMP) In-depth understanding of container technologies like Docker, Singularity, Shifter, Charliecloud. Proficient in Python programming and bash scripting. Proficient in Windows, Ubuntu and Centos operating systems. Excellent communication and collaboration skills. Self-motivated and able to find creative practical solutions to problems. Good to have Hands-on experience with HPC cluster job schedulers such as Kubernetes, SLURM, LSF. Familiarity with cloud computing architectures Hands-on experience with Software Defined Networking and HPC cluster networking. Working knowledge of cluster configuration management tools such as Ansible, Puppet, Salt. Understanding of fast, distributed storage systems and Linux file systems for HPC workloads. About Company: AIRA Matrix provides artificial intelligence based solutions for Life Sciences applications. Our solutions improve efficiency, diagnostic accuracy, and turnaround times in pathology, microbiology and ophthalmology workflows across pharmaceutical and healthcare laboratories. We leverage machine and deep learning techniques to develop diagnostic, prognostic, and predictive solutions. Our solutions provide cost benefits in the pharmaceutical domain, by speeding up pre-clinical drug development timelines, and by enhancing the efficiency of environmental monitoring required in manufacturing. In healthcare applications, our solutions improve treatment outcomes by aiding disease stratification and enabling management protocols tailored to individual patients. Our clients and partners include leading hospitals, pharmaceutical companies, CROs, and research labs around the world. Our deep learning platforms with existing network models and pre-built AI applications provide the foundation for fast customizations and help tackle any unique challenges in your image analysis and study management workflows. Our flexible service model enables the swift deployment of these custom solutions with minimal resource and time commitment from your side. Our Application Development Team plays an important role in developing competent customer facing applications to access our AI solutions and enterprise-level image management systems in life sciences. -- Regards, Surya Prajapati Talent Acquisition Specialist Email : surya.prajapati@airamatrix.com Website : https://www.airamatrix.com Dosti Pinnacle, 801, Rd No. 22, Wagle Industrial Estate , Thane (W) Maharashtra, India - 400604.
ABOUT COMPANY: AIRA Matrix provides artificial intelligence based solutions for Life Sciences applications. Our solutions improve efficiency, diagnostic accuracy, and turnaround times in pathology, microbiology and ophthalmology workflows across pharmaceutical and healthcare laboratories. Our Application Development Team plays an important role in developing competent customer facing applications to access our AI solutions and enterprise-level image management systems in life sciences. It has successfully developed several innovative solutions, such as a one-of-a-kind image viewing platform for histopathology images enabled with digital collaboration, custom web applications with built-in workflows for microbial monitoring, and custom libraries for UI to support unique features and audit traceability across applications among other functionalities. With absolute flexibility to choose and use the latest technologies, our AppDev team comes up with best-in-class enhancements and feature upgrades which are highly appreciated by the customers. Job Description: Design and development of robust, efficient and real-time algorithms for Analysis and Classification of Medical Images using state-of-art techniques from Image Processing, Pattern Recognition, Computer Vision and Machine Learning. Development of innovative solutions for various problems related to Segmentation, Detection, classification and quantification of high resolution (~50K x 50K) coloured images for applications in Digital Pathology. Design of efficient models in Machine Learning / Deep Learning for accurate analysis and classification of High resolution Images. To learn and update oneself on the emerging trends of technology and apply them in the projects for better results leading to publications and patents. Explore new areas of Expert Systems, Cognitive Computing, Artificial Intelligence, Computational Photography etc. Guiding the team technically Candidate Profile: Academic background: § PhD / M. Tech. / M.E. / M.C.A. (preferably from CSE / IT / ECE / EE background) § B. Tech. / B.E. with exceptional academic/professional background Specialization / Domain knowledge: § Image Processing, Pattern Recognition, Computer Vision § Machine Learning, Deep Learning § Experience with Medical Image Processing is an added advantage Technical § Hands-on experience in developing and implementing Image Processing and Machine Learning algorithms § Strong programming knowledge in any of C, C++, Python, JAVA etc. § Hands-on experience in using Deep Learning frameworks and libraries § Concepts of parallel architecture on GPU is an added advantage Key Sills : § Image Processing, Segmentation, Pattern recognition, Computer Vision, Machine Learning, Image Processing, Neural Network -- Regards, Surya Prajapati Deputy Manager - Talent Acquisition Email : surya.prajapati@airamatrix.com Website : https://www.airamatrix.com Dosti Pinnacle, 801, Rd No. 22, Wagle Industrial Estate , Thane (W) Maharashtra, India - 400604.