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4.0 - 6.0 years
0 Lacs
pune, maharashtra, india
On-site
About Company At Ishan Technologies , we are on a transformative journey to create future-ready, AI-first solutions that shape industries and empower enterprises. Our AI & Innovation Lab is the hub of our technology strategy, driving advanced R&D, cutting-edge AI/ML development, and high-impact product innovation. We are looking for passionate developers who thrive in building scalable systems and want to be part of an innovation-driven environment. Role Overview We are seeking a Python Developer with 4+ years of experience to join our AI & Innovation Research Lab. You will contribute to designing and implementing Python-based solutions that power AI and Intelligent Automation products. This role is ideal for someone who enjoys hands-on coding, solving complex problems, and working closely with AI/ML experts to bring research into scalable enterprise applications. Key Responsibilities Develop and optimize backend systems and APIs in Python for AI-driven products and platforms. Collaborate with AI/ML engineers, data scientists, and product teams to build efficient data processing workflows. Build modular, reusable Python components to support microservices and distributed architectures. Work with relational and non-relational databases (PostgreSQL, SQL, Firestore, NoSQL). Implement integrations with messaging systems (Kafka, RabbitMQ, Pub/Sub). Contribute to the design and development of RESTful APIs and asynchronous systems (FastAPI, Uvicorn). Write clean, testable, and maintainable code aligned with best practices (CI/CD, Docker, Git, unit testing). Participate in code reviews and actively contribute to improving code quality. Desired Skills & Experience 4+ years of professional Python development experience. Strong experience with backend frameworks (Django / FastAPI / Flask). Solid understanding of OOP, design patterns, and microservices architecture. Experience working with databases (SQL & NoSQL) and API integrations. Familiarity with cloud platforms (GCP/AWS/Azure) and containerization (Docker/Kubernetes) is a plus. Exposure to AI/ML workflows or data-intensive applications is an advantage. Strong problem-solving, debugging, and collaboration skills. Show more Show less
Posted 5 days ago
4.0 - 8.0 years
0 Lacs
ahmedabad, gujarat
On-site
As a Senior Python Developer based in Ahmedabad, Gujarat, you will be responsible for developing high-performance applications and tackling challenges using your expertise in Python frameworks, cloud platforms, and scalable architectures. Your proactive problem-solving skills, strong technical background, and ability to work well in a team are key for this role. You will collaborate with clients and project teams to understand business requirements and write efficient, high-quality code. Optimizing application performance for various delivery platforms like AWS, Azure, and GCP will be crucial. Designing and implementing low-latency, high-availability applications using frameworks such as Django, Flask, or FastAPI is also part of your responsibilities. Leading the integration of user interface elements with server-side logic, integrating multiple data sources into a unified system, and creating scalable database schemas are important tasks. Thorough testing, debugging, and providing mentorship to junior developers are also part of your role. Effective communication with clients, understanding their requirements, and providing project updates are key responsibilities. To excel in this role, you should have 4+ years of experience as a Python developer with strong client communication skills and experience in team leadership. In-depth knowledge of Python frameworks like Django, Flask, or FastAPI, expertise in cloud technologies, and a deep understanding of microservices architecture are essential. Familiarity with serverless architecture, deployment using tools like Docker, Nginx, and experience with SQL and NoSQL databases are required. Additionally, proficiency in Object Relational Mappers, handling multiple API integrations, knowledge of frontend technologies, user authentication mechanisms, scalable application design principles, and event-driven programming in Python are necessary skills. Experience with unit testing, debugging, and code optimization, as well as familiarity with modern software development methodologies like Agile and Scrum, are important. If you join us, you will enjoy a flat-hierarchical, friendly, engineering-oriented culture, flexible work timing, work-from-home options, free health insurance, and office amenities like a game zone and kitchen. We also offer sponsorship for certifications/events, library services, and benefits such as additional leaves for life events.,
Posted 1 week ago
1.0 - 5.0 years
0 Lacs
noida, uttar pradesh
On-site
RocketFrog.ai is an AI Studio for Business, specializing in delivering advanced AI solutions across various industries such as Healthcare, Pharma, BFSI, Hi-Tech, and Consumer Services. We are focused on Agentic AI, Deep Learning models, and AI-driven Product Development to make a significant impact on businesses. Are you ready to take a Rocket Leap with Science As an Assistant Agentic AI Engineer at RocketFrog.ai, you will need at least 1 year of experience in developing LangChain/LangGraph-based solutions. The ideal candidate should possess a foundational understanding of LLMs, Prompt Engineering, AI Frameworks, and a strong willingness to learn and keep up with the latest advancements in AI. Your key responsibilities will include assisting in implementing Agentic AI frameworks like LangGraph, LangChain, CrewAI to develop intelligent workflows. You will work with various LLMs such as ChatGPT, Gemini, Claude to comprehend their capabilities and limitations. Additionally, you will support Prompt Engineering efforts to enhance LLM interactions and utilize Retrieval-Augmented Generation (RAG) techniques for improved AI response generation. Experimenting with pretrained models on platforms like Hugging Face/GitHub, contributing to system architectures using FastAPI, Uvicorn, Celery, and AI pipelines, and building interactive AI applications using Streamlit will also be part of your role. You will be involved in ML model development, applying the model development lifecycle and performance evaluation metrics while staying updated on new AI innovations through continuous learning. Required Skills & Expertise: - Basic experience in LangChain/LangGraph-based solutions, Prompt Engineering, Agentic AI frameworks, Retrieval-Augmented Generation (RAG) techniques, System architecture, AI/ML platforms, and ML Frameworks like Keras, TensorFlow, or PyTorch. - Proficiency in Streamlit for AI application development and strong foundational knowledge in Data Structures, Probability & Statistics, and Machine Learning Concepts. Additional Skills: - Ability to articulate AI/ML concepts to both technical and non-technical stakeholders. - Strong problem-solving skills and a keenness to learn. Required Background: - Bachelor's degree in Computer Science, IT, Data Science, or AI. - Hands-on experience of at least 1 year in AI/ML development. Why Join RocketFrog.ai - Be a part of RocketFrog.ai's growth journey and make a real business impact with AI. - Gain practical experience with cutting-edge AI technologies. - Learn from industry experts and advance your career in Agentic AI. If you are passionate about AI and eager to expand your skills, let's connect!,
Posted 1 week ago
3.0 - 7.0 years
0 Lacs
noida, uttar pradesh
On-site
RocketFrog.ai is an AI Studio for Business, delivering cutting-edge AI solutions in Healthcare, Pharma, BFSI, Hi-Tech, and Consumer Services industries. Specializing in Agentic AI, Deep Learning models, and AI-driven Product Development to create real business impact, RocketFrog.ai invites you to take a Rocket Leap with Science. As an Agentic AI Engineer with 3 to 5 years of experience in designing, developing, and deploying AI-powered applications, your role will involve implementing Agentic AI frameworks such as LangGraph and CrewAI to build intelligent workflows. You will utilize multiple LLMs like ChatGPT, Gemini, and Claude, understanding their strengths and limitations while optimizing LLM interactions through advanced Prompt Engineering techniques. Additionally, you will leverage Retrieval-Augmented Generation (RAG) techniques for enhanced AI response generation and work with AI platforms like Hugging Face/GitHub to download and fine-tune pretrained models. Developing scalable system architectures using FastAPI, Uvicorn, Celery, and AI pipelines will be part of your responsibilities, along with applying best practices in ML engineering and staying updated with the latest AI advancements through continuous learning and global research scanning. The ideal candidate should possess excellent communication skills to articulate AI concepts clearly and have hands-on experience in Prompt Engineering, Agentic AI frameworks, Retrieval-Augmented Generation techniques, system architecture, AI/ML platforms, and ML Frameworks like Keras, TensorFlow, or PyTorch. A strong foundation in Data Structures, Probability & Statistics, and Linear Algebra is essential, along with the ability to explain AI/ML concepts to both technical and non-technical stakeholders. A Bachelors or Masters degree in Computer Science, IT, Data Science, or AI, combined with 3 to 5 years of work experience as an AI Engineer, is required for this role. Join RocketFrog.ai to be part of a growth journey, work in an AI-driven company making real business impact, collaborate with leading AI experts, and enjoy a dynamic, fast-paced environment with career growth opportunities. If you are passionate about AI & innovation, let's connect!,
Posted 2 weeks ago
5.0 - 9.0 years
0 Lacs
hyderabad, telangana
On-site
As a Python Senior Developer, you should have a minimum of 5 years of experience in Python programming. You must possess extensive experience in handling complex projects and demonstrate strong leadership skills to lead projects independently. Your effective communication and teamwork skills will be crucial in collaborating with team members. Your role will require good analytical skills and proficiency in web-based development technologies. It is essential to have expertise in Agile development methodology and strong problem-solving abilities. You should also possess a deep knowledge of Design patterns, Security, Performance tuning, and App monitoring. Experience in API Design, security patterns, and Microservices architecture is necessary. You must have a proven track record of building scalable, low-latency web applications using Flask, FastAPI, or similar frameworks. Additionally, experience in building Python-based SDKs and ORM frameworks is required. Knowledge in distributed in-memory systems like Redis, MemCache, GemFire, and SQL and no-SQL databases is essential. Understanding how to build production-grade applications using WSGI/ASGI frameworks such as Gunicorn, Uvicorn is a must. Experience with Jenkins, CICD pipeline, Logging framework, Splunk, ELK stack is considered beneficial. It would be advantageous to have familiarity with virtualization and cloud platforms such as Kubernetes, AWS, OpenShift, Docker Containers. Proficiency in version control systems like Git and developing test suites, application debugging skills is highly preferred. Good to have skills include an understanding of front-end technologies like JavaScript, HTML5, Angular, and Event-driven programming using Python. Knowledge of Generative AI technologies, LLMs, Embeddings, and building RAG-based solutions would be an added advantage. Familiarity with HDFS, Hive, Impala, PySpark, and other components of BigData systems is also beneficial for this role.,
Posted 2 weeks ago
5.0 - 7.0 years
9 - 16 Lacs
Hyderabad, Telangana, India
On-site
Mandatory Skills: Python Development (Flask, Django or FastAPI) WSGI & ASGI web servers (Gunicorn, Uvicorn etc) AWS About the Role: Our team is responsible for building the backend components of MLOps platform on AWS. The backend components we build are the fundamental blocks for feature engineering, feature serving, model deployment and model inference in both batch and online modes. What you'll do here Design & build backend components of our MLOps platform on AWS. Collaborate with geographically distributed cross-functional teams. Participate in on-call rotation with the rest of the team to handle production incidents. What you'll need to succeed Must have skills: Experience with web development frameworks such as Flask, Django or FastAPI. Experience working with WSGI & ASGI web servers such as Gunicorn, Uvicorn etc. Experience with concurrent programming designs such as AsyncIO. Experience with unit and functional testing frameworks. Experience with any of the public cloud platforms like AWS, Azure, GCP, preferably AWS. Experience with CI/CD practices, tools, and frameworks. Nice to have skills: Experience with Apache Kafka and developing Kafka client applications in Python. Experience with MLOps platorms such as AWS Sagemaker, Kubeflow or MLflow. Experience with big data processing frameworks, preferably Apache Spark. Experience with containers (Docker) and container platorms like AWS ECS or AWS EKS. Experience with DevOps & IaC tools such as Terraform, Jenkins etc. Experience with various Python packaging options such as Wheel, PEX or Conda. Experience with metaprogramming techniques in Python.
Posted 1 month ago
3.0 - 7.0 years
0 Lacs
telangana
On-site
You will be responsible for designing and building backend components of our MLOps platform in Python on AWS. This includes collaborating with geographically distributed cross-functional teams and participating in an on-call rotation with the rest of the team to handle production incidents. To be successful in this role, you should have at least 3+ years of professional backend development experience with Python. Additionally, you should have experience with web development frameworks such as Flask or FastAPI, as well as working with WSGI & ASGI web servers like Gunicorn and Uvicorn. Experience with concurrent programming designs such as AsyncIO, containers (Docker), AWS ECS or AWS EKS, unit and functional testing frameworks, and public cloud platforms like AWS is also required. Nice-to-have skills include experience with Apache Kafka and developing Kafka client applications in Python, MLOps platforms such as AWS Sagemaker, Kubeflow, or MLflow, big data processing frameworks like Apache Spark, DevOps & IaC tools such as Terraform and Jenkins, various Python packaging options like Wheel, PEX, or Conda, and metaprogramming techniques in Python. You should hold a Bachelor's degree in Computer Science, Information Systems, Engineering, Computer Applications, or a related field. In addition to competitive salaries and benefits packages, Nisum India offers its employees continuous learning opportunities, parental medical insurance, various activities for team building, and free meals including snacks, dinner, and subsidized lunch.,
Posted 1 month ago
6.0 - 10.0 years
12 - 22 Lacs
Navi Mumbai
Work from Office
Lead Python Developer with 8+ yrs exp. in Django, Flask, FastAPI, Microservices, AWS, ONVIF, Socket APIs, PostgreSQL, and edge devices. Based in Navi Mumbai, CTC up to 22 LPA.
Posted 1 month ago
5.0 - 9.0 years
0 Lacs
haryana
On-site
You are an experienced Full Stack Developer with expertise in the MongoDB, Postgres, Express.js, React (NextJS), Node.js, Python, Fast API stack, and MERN stack technologies. Your role involves designing, developing, testing, and deploying web applications using these technologies. You should have a strong understanding of front-end and back-end development using the MERN stack, along with proficiency in JavaScript and related libraries/frameworks. Collaboration with cross-functional teams, including product managers, designers, and other developers, is essential to deliver high-quality software solutions that meet business requirements. Your responsibilities include: - Designing, developing, testing, and deploying web applications using MongoDB, MSSQL, Express.js, ReactJS, Node.js with Next JS, Python, FAST API with SQLAlchemy, Pydantic, Uvicorn, and comprehensive knowledge of the MERN stack. - Collaborating with cross-functional teams to understand business requirements and develop software solutions accordingly. - Developing and maintaining server-side applications and APIs using Node.js and Express.js, integrating with MongoDB or other databases. - Developing and maintaining client-side applications using React and related libraries or frameworks. - Designing and implementing database schemas and models, optimizing database performance for web applications. - Writing clean, maintainable, and efficient code, conducting thorough code reviews to ensure code quality. - Troubleshooting and resolving software defects and issues, optimizing performance of web applications. - Staying up-to-date with emerging trends and technologies in web development, recommending best practices to improve software development processes. - Collaborating with stakeholders to gather and refine requirements, providing technical expertise to assist in decision-making processes. - Participating in agile development processes, including sprint planning, backlog grooming, and daily stand-ups. Qualifications: - Bachelor's degree in Computer Science, Software Engineering, or a related field. - Proven experience (5+ years) as a Full Stack Developer with expertise in the MERN stack. - Strong proficiency in front-end technologies such as HTML5, CSS3, JavaScript, React, and related libraries or frameworks. - Strong proficiency in back-end technologies such as Node.js and Express.js, experience with MSSQL, Postgres, MongoDB, or other NoSQL databases. - Experience with RESTful APIs, authentication and authorization mechanisms, API integration. - Familiarity with version control systems such as Git, experience with agile development methodologies. - Strong problem-solving skills, ability to work independently or in a team environment. - Excellent communication skills, both written and verbal. - Ability to adapt to changing requirements and priorities in a fast-paced environment. Preferred Qualifications: - Experience with other JavaScript libraries or frameworks, such as Redux, GraphQL, or Next.js. - Experience with Strapi CMS. - Experience with cloud platforms such as AWS, Azure, or Google Cloud Platform. - Experience with containerization technologies such as Docker and Kubernetes. - Familiarity with DevOps practices and tools for continuous integration and deployment. - Knowledge of UI/UX design principles, ability to create visually appealing and user-friendly web applications. - Familiarity with security best practices, experience in implementing secure coding techniques.,
Posted 1 month ago
0.0 years
0 Lacs
Bengaluru, Karnataka, India
On-site
Ready to shape the future of work At Genpact, we don&rsquot just adapt to change&mdashwe drive it. AI and digital innovation are redefining industries, and we&rsquore leading the charge. Genpact&rsquos , our industry-first accelerator, is an example of how we&rsquore scaling advanced technology solutions to help global enterprises work smarter, grow faster, and transform at scale. From large-scale models to , our breakthrough solutions tackle companies most complex challenges. If you thrive in a fast-moving, tech-driven environment, love solving real-world problems, and want to be part of a team that&rsquos shaping the future, this is your moment. Genpact (NYSE: G) is an advanced technology services and solutions company that delivers lasting value for leading enterprises globally. Through our deep business knowledge, operational excellence, and cutting-edge solutions - we help companies across industries get ahead and stay ahead. Powered by curiosity, courage, and innovation , our teams implement data, technology, and AI to create tomorrow, today. Get to know us at and on , , , and . Inviting applications for the role of Senior Principal Consultant- Generative AI - Application development Senior Developer We are looking for a Senior Application Developer to join our product engineering team. This role requires hands-on experience in designing and developing scalable application components with a strong focus on API development, middleware orchestration, and data transformation workflows. You will be responsible for building foundational components that integrate data pipelines, orchestration layers, and user interfaces, enabling next-gen digital and AI-powered experiences. Key Responsibilities: Design, develop, and manage robust APIs and middleware services using Python frameworks like FastAPI and Uvicorn , ensuring scalable and secure access to platform capabilities. Develop end-to-end data transformation workflows and pipelines using LangChain , spacy , tiktoken , presidio-analyzer, and llm -guard, enabling intelligent content and data processing. Implement integration layers and orchestration logic for seamless communication between data sources, services, and UI using technologies like OpenSearch, boto3, requests-aws4auth, and urllib3. Work closely with UI/UX teams to integrate APIs into modern front-end frameworks such as ReactJS, Redux Toolkit, and Material UI. Build configurable modules for ingestion, processing, and output using Python libraries like PyMuPDF , openpyxl , and Unidecode for handling structured and unstructured data. Implement best practices for API security, data privacy, and anonymization using tools like presidio-anonymizer and llm -guard. Drive continuous improvement in performance, scalability, and reliability of the platform architecture. Qualifications we seek in you: Minimum Qualifications Experience in software development in enterprise/ web applications Languages & Frameworks: Python, JavaScript/TypeScript, FastAPI , ReactJS, Redux Toolkit Libraries & Tools: langchain , presidio-analyzer, PyMuPDF , spacy, rake- nltk , inflection, openpyxl , tiktoken APIs & Integration: FastAPI , requests, urllib3, boto3, opensearch-py , requests-aws4auth UI/UX: ReactJS, Material UI, LESS Cloud & DevOps: AWS SDKs, API gateways, logging, and monitoring frameworks (optional experience with serverless is a plus) Preferred Qualifications: Strong understanding of API lifecycle management, REST principles, and microservices. Experience in data transformation, document processing, and middleware architecture. Exposure to AI/ML or Generative AI workflows using LangChain or OpenAI APIs. Prior experience working on secure and compliant systems involving user data. Experience in CI/CD pipelines, containerization (Docker), and cloud-native deployments (AWS preferred). Why join Genpact Be a transformation leader - Work at the cutting edge of AI, automation, and digital innovation Make an impact - Drive change for global enterprises and solve business challenges that matter Accelerate your career - Get hands-on experience, mentorship, and continuous learning opportunities Work with the best - Join 140,000+ bold thinkers and problem-solvers who push boundaries every day Thrive in a values-driven culture - Our courage, curiosity, and incisiveness - built on a foundation of integrity and inclusion - allow your ideas to fuel progress Come join the tech shapers and growth makers at Genpact and take your career in the only direction that matters: Up. Let&rsquos build tomorrow together. Genpact is an Equal Opportunity Employer and considers applicants for all positions without regard to race, color , religion or belief, sex, age, national origin, citizenship status, marital status, military/veteran status, genetic information, sexual orientation, gender identity, physical or mental disability or any other characteristic protected by applicable laws. Genpact is committed to creating a dynamic work environment that values respect and integrity, customer focus, and innovation. Furthermore, please do note that Genpact does not charge fees to process job applications and applicants are not required to pay to participate in our hiring process in any other way. Examples of such scams include purchasing a %27starter kit,%27 paying to apply, or purchasing equipment or training.
Posted 2 months ago
3.0 - 7.0 years
0 Lacs
karnataka
On-site
We are looking for a highly skilled Speech AI Application Engineer to join our team, specializing in building and optimizing backend solutions for AI-driven speech processing applications. If you are passionate about developing scalable and efficient applications in the speech AI space, this role is perfect for you. Responsibilities: - Develop and maintain backend systems using Python (3+) and frameworks such as FastAPI or Flask. - Ensure application scalability and reliability using Gunicorn / Uvicorn. - Design and optimize SQL and No-SQL databases for efficient data storage and retrieval. - Work with Redis and other Caching databases to improve application performance. - Manage message queues like RabbitMQ or similar for efficient task handling. - Build and deploy applications in Docker containers, following containerization best practices. - Collaborate with the DevOps team to manage container orchestration and ensure smooth deployment workflows. - Use Git for version control and participate in code reviews to maintain clean, modular code. - Debug, troubleshoot, and resolve issues in Python applications and backend services. - Follow standard modular and clean code practices to maintain the quality and sustainability of codebases. - Collaborate with cross-functional teams, including speech scientists and machine learning engineers, to support backend tasks related to speech processing. Qualifications: - 3+ years of experience in backend development, particularly using Python3. - Hands-on experience with SQL and No-SQL databases. - Proficiency in building REST APIs using FastAPI, Flask, or similar frameworks. - Expertise in managing backend servers using Gunicorn/Uvicorn. - Experience with Docker and containerization. - Strong debugging skills and the ability to solve issues in Python applications and backend systems. - Familiarity with Redis, caching databases, and message queues such as RabbitMQ. - Proficient understanding of Git and version control best practices. - Understanding of modular programming principles and clean code methodologies. - Knowledge of speech processing and speech-related backend tasks is a plus. Good to Have: - Experience with speech AI and speech processing pipelines. - Familiarity with machine learning models and speech-related tasks in a production environment. - Experience in deploying models Benefits: - Opportunity to work on cutting-edge Speech AI applications. - Collaborative work environment with opportunities for growth and development. - Exposure to the latest technologies in the AI and Speech Processing space. Join us and contribute to transforming the future of Speech AI applications!,
Posted 2 months ago
5.0 - 9.0 years
0 Lacs
haryana
On-site
As a Full Stack Developer at our company, you will be utilizing your expertise in the MERN stack (MongoDB, Postgres, Express.js, React (NextJS), Node.js, Python, Fast API) to design, develop, test, and deploy web applications. Your responsibilities will include collaborating with cross-functional teams to deliver high-quality software solutions that align with business requirements. You will be working on developing server-side applications and APIs using Node.js and Express.js while integrating them with MongoDB and other databases. Additionally, you will be tasked with creating client-side applications using React and optimizing database performance for web applications. Your role will involve writing clean and efficient code, conducting code reviews, troubleshooting software defects, and staying updated with the latest trends in web development. To qualify for this position, you should hold a Bachelor's degree in Computer Science or a related field and possess at least 5 years of experience as a Full Stack Developer with proficiency in the MERN stack. Strong knowledge of front-end technologies like HTML5, CSS3, JavaScript, React, and back-end technologies such as Node.js, Express.js, along with experience in RESTful APIs and version control systems is required. Preferred qualifications include experience with JavaScript libraries like Redux, GraphQL, Next.js, and familiarity with cloud platforms such as AWS, Azure, or Google Cloud Platform. Knowledge of containerization technologies like Docker and Kubernetes, DevOps practices, UI/UX design principles, and security best practices will be advantageous for this role. If you are someone with strong problem-solving skills, excellent communication abilities, and the flexibility to adapt to changing requirements in a fast-paced environment, we encourage you to apply for this position and become a valuable part of our agile development team.,
Posted 2 months ago
5.0 - 8.0 years
11 - 20 Lacs
Hyderabad
Hybrid
Role: Software Engineer-Backend Location: Hyd Exp:5-8 Years Salary: 18-24 LPA Mode: Hybrid Job Type:Contract 1yr (Extendable) Skills: Flask,Django, Gunicorn, Uvicorn,AWS,Asyncio
Posted 3 months ago
5.0 - 8.0 years
11 - 20 Lacs
Hyderabad
Hybrid
Role: Software Engineer-Backend Location: Hyd Exp:5-8 Years Salary: 18-24 LPA Mode: Hybrid Job Type:Contract 1yr (Extendable) Skills: Flask,Django, Gunicorn, Uvicorn,AWS,Asyncio
Posted 3 months ago
6.0 - 8.0 years
0 Lacs
Bengaluru / Bangalore, Karnataka, India
On-site
Job Description: Who are we Infosys NYSE INFY is a global leader in consulting technology and outsourcing solutions with annual revenues of over 15 64 B as of 2022 We enable clients in more than 50 countries to stay a step ahead of emerging business trends and outperform the competition Infosys Recognized as one of the 2022 World s Most Ethical Companies for the Second Consecutive Year by Ethisphere What are we looking for Lead Machine Learning Engineer We are looking for smart self driven high energy people with top notch communication skills intellectual curiosity and passion for technology in Machine Learning Space Our analysts have a blend of in depth domain expertise in one or more areas Retail CPG Logistics strong business and technical acumen along with excellent soft skills What do we require To work with clients to understand the issues they face diagnose problems design solutions and facilitate solution deployment on Azure ML One can be an individual contributor or lead small teams depending on the project You will be pivotal to understanding the requirement problem definition and discovery of the overall solution One will also have the opportunity to shape value adding consulting solutions for clients by connecting various functions of cloud components Industry knowledge Knows basics of machine learning is aware of cloud services Azure services has a deep understanding of coding practices knows how to guide teams on debugging the issues can connect the dots to arrivie at a solution and is very good at presentation of the ideas thoughts and solutions Key Responsibilities: Technical knowledge has expertise in cloud technologies specifically MS Azure and services with hands on coding to Expertise in Object Oriented Python Programming with 6 8 years experience DevOps Working knowledge with implementation experience 1 or 2 projects a minimum Hands On MS Azure Cloud knowledge Understand and take requirements on Operationalization of ML Models from Data Scientist Help team with ML Pipelines from creation to execution List Azure services required for deployment Azure Data bricks and Azure DevOps Setup Assist team to coding standards flake8 etc Guide team to debug on issues with pipeline failures Engage with Business Stakeholders with status update on progress of development and issue fix Automation Technology and Process Improvement for the deployed projects Setup Standards related to Coding Pipelines and Documentation Adhere to KPI SLA for Pipeline Run Execution Research on new topics services and enhancements in Cloud Technologies Domain Technical Tools Knowledge Object oriented programming coding standards architecture design patterns Config management Package Management Logging documentation Experience in Test Driven Development and experience in using Pytest frameworks git version control Rest APIs Python programming with OOPs concept SQL XML YAML Bash JSON Pydantic models Class based frameworks Dependency injections FastAPI Flask Streamlit Python Azure API management API Gateways Traffic Manager Load Balancers Nginx Uvicorn Gunicorn Azure ML best practices in environment management run time configurations Azure ML Databricks clusters alerts Experience designing and implementing ML Systems pipelines MLOps practices and tools such a MLFlow Kubernetes etc Exposure to event driven orchestration Online Model deployment Contribute towards establishing best practices in MLOps Systems development Proficiency with data analysis tools e g SQL R Python High level understanding of database concepts reporting Data Science concepts Hands on experience in working with client IT Business teams in gathering business requirement and converting into requirement for development team Experience in managing client relationship and developing business cases for opportunities Azure AZ 900 Certification with Azure Architect Technical Requirements: Primary skills Technology OpenSystem Python OpenSystem Responsible for successful delivery of MLOps solutions and services in client consulting environments Define key business problems to be solved formulate high level solution approaches and identify data to solve those problems develop analyze draw conclusions and present to client Assist clients with operationalization metrics to track performance of ML Models Agile trained to manage team effort and track through JIRA High Impact Communication Assesses the target audience need prepares and practices a logical flow answers audience questions appropriately and sticks to timeline Additional Responsibilities: Good knowledge on software configuration management systems Strong business acumen strategy and cross industry thought leadership Awareness of latest technologies and Industry trends Education and Experience Overall 6 to 8 years of experience in Data driven software engineering with 3 5 years of experience designing building and deploying enterprise AI or ML applications with at least 2 years of experience implementing full lifecycle ML automation using MLOps scalable development to deployment of complex data science workflows Bachelors or Master s degree in Computer Science Engineering or equivalent Domain experience in Retail CPG and Logistics etc Azure Certified DP100 AZ AI900 Logical thinking and problem solving skills along with an ability to collaborate Two or three industry domain knowledge Understanding of the financial processes for various types of projects and the various pricing models available Client Interfacing skills Knowledge of SDLC and agile methodologies Project and Team management Preferred Skills: Technology->OpenSystem->Python - OpenSystem->Python
Posted 3 months ago
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