AI Model Optimization Specialist

5 days ago

Bengaluru, Karnataka, India beBeeMachineLearning Full time ₹ 2,00,00,000 - ₹ 2,50,00,000

Job Title: Senior Machine Learning Engineer

About the Role:

We are seeking a highly skilled and experienced Senior Machine Learning Engineer to join our team. As a key member of our engineering team, you will be responsible for designing, developing, and deploying cutting-edge machine learning models that drive business value.

Key Responsibilities:
  • Design and implement quantization techniques to optimize model performance and efficiency
  • Experience with inference optimizations at node and cluster scale
  • Develop, modify, and optimize inference frameworks such as vLLM, SGLang
  • Optimize multi-modal LLM deployments, prompt caching, RAG workflows
  • Collaborate with HW and SW teams to drive innovations and optimizations into product deployments
Requirements:
  • Bachelor's or Master's or Ph.D. degree in Computer Science, Engineering, or related field
  • Strong background in quantization and model optimization techniques
  • Experience in deploying machine learning models at scale in production environments
  • Proficiency in PyTorch
  • Solid understanding of machine learning algorithms and their implementation on accelerators
  • Excellent problem-solving skills and ability to work independently as well as part of a fast-paced team in a startup environment
  • Strong communication skills to effectively convey technical concepts to non-technical stakeholders
Preferred Qualifications/Experience:
  • Experience with fine-tuning and distillation of large language models (LLMs)
  • Experience with cloud platforms such as AWS, Google Cloud, or Azure
  • Familiarity with MLOps practices and tools for model deployment and monitoring
Benefits:
  • Competitive salary and benefits package
  • Opportunity to work on cutting-edge AI technology
  • Collaborative, dynamic, and inclusive work environment
  • Professional growth and development opportunities

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