Research Engineer
- IBM
- 1 - 4 years
- Bengaluru
- 3 months ago
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Job Description
Research Engineer position at IBM India Research Lab is a challenging, dynamic and highly innovative role. Some of our current areas of work where we are actively looking for top talent are: Optimized runtime stacks for foundation model workloads including fine-tuning, inference serving and large-scale data engineering, with a focus on multi-stage tuning including reinforcement learning, inference-time compute, and data preparation needs for complex AI systems. Optimizing models to run on multiple accelerators including IBMs AIU accelerator leveraging compiler optimizations, specialized kernels, libraries and tools. Developing use cases that effectively leverage the infrastructure and models to deliver value Pre-training language and multi-modal foundation models working with large scale distributed training procedures, model alignment, creating specialized pipelines for various tasks including effective LLM-generated data pipelines, creating frameworks for collecting human data and deploying models in user-centric platforms. Required education
Bachelor's Degree Preferred education
Master's Degree Required technical and professional expertise
You should have one or more of the following: A masters degree in computer science, AI or related fields from a top institution 0-8 years of experience working with modern ML techniques including but not limited to model architectures, data processing, fine-tuning techniques, reinforcement learning, distributed training, inference optimizations Experience with big data platforms like Ray and Spark Experience working with Pytorch FSDP and HuggingFace libraries Programming experience in one of the followingPython, web development technologies Growth mindset and a pragmatic attitude Preferred technical and professional experience
Peer-reviewed research at top machine learning or systems conferences Experience working with pytorch.compile, CUDA, triton kernels, GPU scheduling, memory management Experience working with open-source communities
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Research & DevelopmentRole Category: Pharmaceutical & BiotechnologyRole: Research Associate / EngineerEmployement Type: Full timeContact Details:
Company: IBMLocation(s): Bengaluru
Keyskills: cuda memory management spark pytorch ml image processing python c++ c natural language processing data processing neural networks machine learning lab artificial intelligence deep learning tensorflow java computer vision opencv pattern recognition
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