Research Scientist @ IBM

Job Description

Research Scientist position at IBM India Research Lab is a challenging, dynamic and highly innovative role, where you will be responsible for coming up with new innovative ideas, developing solutions working as a team, building prototypes, publishing research papers and demonstrating the value of your ideas in an enterprise setting.Some of our current areas of work where we are actively looking for top researchers 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.

Innovative 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, and creating specialized pipelines for various tasks including effective LLM-generated data pipelines.

Required education
Bachelor'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 & Consulting
Functional Area / Department: Research & Development
Role Category: Pharmaceutical & Biotechnology
Role: Research Scientist
Employement Type: Full time

Contact Details:

Company: IBM
Location(s): Bengaluru

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Keyskills:   cuda machine learning spark pytorch ml image processing algorithms python c++ natural language processing data processing neural networks lab prototype artificial intelligence deep learning tensorflow java data science computer vision keras opencv