Lead AI Engineer

2 weeks ago


Bangalore, India Jobted IN C2 Full time

Long Description Location: Bangalore Experience: 7+ years Choosing Capgemini joining a team where you’ll be empowered to build cutting-edge AI infrastructure, supported by a collaborative global community, and inspired to reimagine what’s possible. Join us in enabling scalable, fault-tolerant AI systems that power next-generation machine learning workloads. ---------------------------------------- Your Role As an AI Runtime Engineer, you will design and optimize distributed AI runtimes that enable high-performance, multi-node, multi-GPU training at scale. You’ll work closely with AI infrastructure teams to build elastic, fault-tolerant systems and ensure seamless orchestration for advanced AI workloads. ---------------------------------------- In this role, you will: - Architect and implement distributed AI runtime systems with elastic scaling and job recovery. - Optimize performance at low levels (CUDA, NCCL, PyTorch internals) for multi-GPU workloads. - Develop custom runtime architectures for large-scale AI training pipelines. - Integrate orchestration tools like Kubernetes, Ray, TorchElastic, Horovod for containerized AI workloads. - Implement fault recovery mechanisms and observability hooks for runtime health monitoring. - Collaborate with AI researchers and platform engineers to ensure efficient resource utilization and throughput optimization. - Contribute to CI/CD pipelines for AI infrastructure and runtime deployments. ---------------------------------------- Your Profile - Mandatory Skills: - Hands-on experience in distributed training systems, multi-node/multi-GPU orchestration. - Expertise in PyTorch internals, CUDA, NCCL, and performance profiling. - Strong knowledge of Kubernetes, containerization, and orchestration frameworks. - Preferred Skills: - Experience with TorchElastic, Ray, Horovod. - Open-source contributions to PyTorch or runtime libraries. - Background in HPC, compilers, or systems research. - Education: - Bachelor’s/Master’s in Computer Science, Engineering, or related field. ---------------------------------------- About Us At Capgemini Engineering, the world leader in engineering services, we bring together a global team of engineers, scientists, and architects to help the world’s most innovative companies unleash their potential. From autonomous cars to life-saving robots, our digital and software technology experts think outside the box as they provide unique R&D and engineering services across all industries. Join us for a career full of opportunities. Where you can make a difference. Where no two days are the same.


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