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4.0 - 9.0 years
17 - 22 Lacs
Bengaluru
Work from Office
Job Area: Engineering Group, Engineering Group > Systems Engineering General Summary: Looking for "ML framework and AI compiler Engineer" responsible for Designing, implementing, and deploying machine learning models using PyTorch Focusing on backend infrastructure and system architecture. Responsibilities often include developing framework, integrating with other AI tools, and ensuring scalability and reliability. Here's a more detailed breakdown of what you might see in such a job description: Key Responsibilities: Model Development and Deployment Designing, building, and deploying AI models, particularly those leveraging PyTorch for deep learning. Backend Infrastructure Developing and maintaining the backend systems that power AI applications, including data ingestion, processing, and storage. System Architecture Designing scalable and high-performance backend architectures to handle AI workloads. Model Optimization Optimizing model performance for speed, accuracy, and resource efficiency. Integration Integrating AI models with other systems and applications. API Development Creating and maintaining APIs for communication between frontend and backend components. Data Handling Managing data ingestion, preprocessing, and storage for AI training and inference. Collaboration Working with data scientists, product managers, and other engineers to bring AI solutions to life. Tools, Technologies, Skills and Programming: C, C++: Strong programming capability using advanced techniques to design and develop AI compilers and backends. Scripting: Strong expertise in Python with design, develop, release and maintain projects. AI Frameworks: Familiarity with other AI frameworks like PyTorch, TensorFlow, Hugging Face, etc. Machine Learning Knowledge: Understanding of machine learning principles and algorithms starting Computer vision to large language models and continuously update to new trends. Expertise to deep learning accelerator programming (GPU, NPU). Any parallel programming experience (Like CUDA, OpenCL, MKLDNN ..etc) is a plus. Experience with deep leaning compilers like Glow, TVM "etc is a plus. Minimum Qualifications: Bachelor's degree in Engineering, Information Systems, Computer Science, or related field and 4+ years of Systems Engineering or related work experience. OR Master's degree in Engineering, Information Systems, Computer Science, or related field and 3+ years of Systems Engineering or related work experience. OR PhD in Engineering, Information Systems, Computer Science, or related field and 2+ years of Systems Engineering or related work experience.
Posted 6 days ago
2.0 - 6.0 years
4 - 8 Lacs
Mumbai
Work from Office
The HPC AI Parallel Programming role involves working with relevant technologies, ensuring smooth operations, and contributing to business objectives. Responsibilities include analysis, development, implementation, and troubleshooting within the HPC AI Parallel Programming domain.
Posted 2 weeks ago
2.0 - 6.0 years
4 - 8 Lacs
Mumbai
Work from Office
The HPC AI Parallel Programming role involves working with relevant technologies, ensuring smooth operations, and contributing to business objectives. Responsibilities include analysis, development, implementation, and troubleshooting within the HPC AI Parallel Programming domain.
Posted 2 weeks ago
4.0 - 8.0 years
6 - 10 Lacs
Kolkata, Mumbai, New Delhi
Work from Office
Responsibilities Internally motivated, able to work proficiently both independently and in a team environment. Ensure timelines in complex technical matters that involve application design. Collaborate with onsite team to execute the project. Experience with source control management systems and continuous integration/deployment environments. Requirements Minimum 4+ years of software development experience and exposure to large-scale software implementations in complex enterprise architecture environments. Working experience in a product-based company with the knowledge of full life cycle of the project will be a great advantage. Experience working in agile development environment. Expertise required in ASP.NET, C#, JavaScript, JQuery, and Web API. Expertise required in .Net Core (or) Angular 2.0 and above. Expertise in database-related development (SPs, Views, Triggers, etc.) of SQL server. Strong analysis, design, and development skills. Solid understanding and experience with Object-Oriented design and development. Experience in Multi-threaded/parallel programming, design patterns will be a plus. Experience in Applications Delivery Life Cycle, Project Management best practices and IT Controls. Experience with cloud computing environment (Microsoft AZURE) is an added advantage. Must be initiative and hardworking.
Posted 3 weeks ago
4.0 - 8.0 years
6 - 10 Lacs
Kolkata, Mumbai, New Delhi
Work from Office
Responsibilities Should be internally motivated and able to work proficiently in both independent and team environment. Ensure timelines in complex technical matters that involve application design. Collaborate with onsite team to execute the project. Experience with source control management systems and continuous integration/deployment environments. Requirements Minimum 4+ years of software development experience and exposure to large-scale software implementations in complex enterprise architecture environments. Working experience in a product-based company with the knowledge of full life cycle of the project will be a great advantage. Experience working in agile development environment. Expertise required in ASP.NET, C#, JavaScript, JQuery and Web API. Expertise in database related development (SPs, Views, Triggers etc.) of SQL server. Strong analysis, design and development skills. Solid understanding and experience with Object-Oriented design and development; Experience in Multi-threaded/parallel programming, design patterns will be a plus. Experience in Applications Delivery Life Cycle, Project Management best practices and IT Controls. Experience with cloud computing environment is an advantage. Must be initiative and hardworking.
Posted 3 weeks ago
1 - 6 years
2 - 6 Lacs
Pune
Work from Office
Work on market leading high performance clustered file system Responsible for test dev for Spectrum Scale component/feature. Ensuring end to end delivery of the component/feature for Storage Scale. Ability to work closely with customers for requirement implementation as well as responding quickly to customer issues. Required education Bachelor's Degree Preferred education Master's Degree Required technical and professional expertise linux knowledge C C++ skills system programming (parallel programming/multi threaded programming) understanding of storage / filesystems Preferred technical and professional experience Experience in Systems/Storage domains, debugging/performance optimization. Good debugging skills for complex issues with interdependencies across multiple modules. Git/Gerrit experience.
Posted 2 months ago
4 - 7 years
6 - 9 Lacs
Bengaluru
Work from Office
Job Description Summary We are seeking a highly motivated and technically proficient Lead Engineer to join our team at GE Aerospace, Bangalore. This role is focused on developing tools for CFD geometry generation, mesh generation & processing to enable aerodynamic and aeromechanical simulations & design. The role will involve working with various Fortran based tools development, innovative computational geometry techniques such as mesh morphing etc. The candidate will collaborate with a global engineering teams to push computational boundaries, ensure robust tools performance, and implement state-of-the-art preprocessing & postprocessing techniques. Job Description Essential Responsibilities: Work collaboratively with the global development team and implement advanced numerical methods in in-house pre-processor and post-processor. Work with a global team of tool developers to build automated CFD geometry and meshing capabilities for aerodynamic and aeromechanical simulations & design. Preprocessing for LES-based CFD workflow, leveraging GPU to speed up CFD simulation processes or establish GPU-based workflows Productionization and integration of existing proof-of-concepts/tools for mesh morphing with the CFD system; development of new capabilities for both RANS & LES based CFD simulations Skills with structured & unstructured CFD meshing techniques & relevant software experience. Knowledge of basic scripting languages, e.g. shell, perl, python, qt, Tcl/Tk, etc. Enhance the capabilities of the current framework to improve business value. Develop test suites and validate the functioning of new capabilities. Fine-tune current formulations to continuously improve robustness, speed, and accuracy. Facilitate reviews with the user community and work collaboratively with them for application to engine programs. Resolve issues faced by users in a timely manner and document the learnings. Be responsible for the uninterrupted functioning of the CFD framework across all global sites. Conduct thorough evaluations of new features in tools & automation processes to establish suitability for release and guide further development direction. Work collaboratively with design teams and assist in the development of best practices for CFD simulations. Maintain quality by adhering to existing code development standards. Stay up to date on the latest developments in CFD methods from the external world and academia Leverage digital and machine learning techniques to improve capacity. Recommend innovative approaches based on existing limitation in the processes Protect the Intellectual Property rights of the Company Participate in documenting and sharing lessons learned in relevant technical forums. Qualifications/Requirements Masters + 4 Years of relevant experience or PhD degree in Aerospace/Thermal/Mechanical Engineering. Strong technical background in Computational Fluid Dynamics, computational geometry & vector algebra, numerical methods, algorithms and data structures. Familiarity & experience in developing CFD tools/processes using FORTRAN or C/C++ Strong problem-solving skills, self-learning abilities, and a proven track record of technical excellence. Ability to work in a cross-functional environment with strong communication and presentation skills. Familiarity with AI and machine learning techniques, including their application in CFD and optimization processes. Desired Characteristics Familiarity or basic knowledge in parallel programming, experience with Fortran/C. CAD Modelling & NXOpen programming. Code development experience in Linux and HPC environments. Hands-on experience in using 3rd party CFD simulation software (CAD, solver, meshing & postprocessing: CFX, Fluent, ICEM, Pointwise, Ensight, Autogrid, Tecplot, Paraview etc.). Good understanding of Turbomachinery flow. Experience using machine learning methods and optimization techniques. Hands-on experience in mesh handling/editing/morphing techniques either using FORTRAN/C/C++ codes or through external 3rd party software. Knowledge of CFD Data structured - HDF/CGNS Flexibility and adaptability to work on critical priorities as per business needs. Ability to collaborate and coordinate tasks involving global team members. . Humble: respectful, receptive, agile, eager to learn Transparent: shares critical information, speaks with candor, contributes constructively Focused: quick learner, strategically prioritizes work, committed Leadership ability: strong communicator, decision-maker, collaborative Problem solver: analytical-minded, challenges existing processes, critical thinker
Posted 3 months ago
1 - 4 years
3 - 7 Lacs
Pune
Work from Office
Work on market leading high performance clustered file system Responsible for test dev for Spectrum Scale component/feature. Ensuring end to end delivery of the component/feature for Storage Scale. Ability to work closely with customers for requirement implementation as well as responding quickly to customer issues. Required education Bachelor's Degree Preferred education Master's Degree Required technical and professional expertise linux knowledge C C++ skills system programming (parallel programming/multi threaded programming) understanding of storage / filesystems Preferred technical and professional experience Experience in Systems/Storage domains, debugging/performance optimization. Good debugging skills for complex issues with interdependencies across multiple modules. Git/Gerrit experience.
Posted 3 months ago
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