Innovative AI Research Engineer Opportunity

1 week ago

Aurangabad, Maharashtra, India beBeeReinforcement Full time ₹ 15,00,000 - ₹ 25,00,000

AI Research Engineer Role Overview

This is a full-time remote role for an AI Research Engineer specializing in Reinforcement Learning (RL). The AI Research Engineer will be responsible for developing and implementing state-of-the-art RL algorithms, collaborating on research projects, and integrating these algorithms into existing systems.

Responsibilities:

  • Data Engineering and Model Architecture: Full-stack engineering expertise from data engineering to model architecture, including RL deployment. This involves the design, development, and implementation of sophisticated models and systems that can efficiently handle complex data sets.
  • Performance Engineering: Experience with identifying bottlenecks in RL training and optimizing performance is crucial. This requires analyzing system performance metrics and making data-driven decisions to optimize system efficiency.
  • Tuning Reward Functions and Hyper-parameters: Expertise in tuning reward functions, hyper-parameters, and exploration strategies to solve complex tasks with deep RL is essential. This involves understanding how different parameters affect model behavior and adjusting them accordingly to achieve optimal results.
  • Python Programming: 8+ years of Python programming experience is required. As this is a full-stack engineering role, proficiency in multiple programming languages may also be beneficial.

Nice to Have:

  • Advanced Degree: An advanced degree (MS or PhD) in Computer Science or related field is preferred. This demonstrates a higher level of expertise and knowledge in the field.
  • k8s, Docker, and GPU Performance: Experience with k8s, docker, GPU performance / systems engineering, and model inference is highly valued. This shows a strong foundation in cloud computing, containerization, and high-performance computing.

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