Sr. Python LLM 3+

3 weeks ago

Varanasi, Uttar Pradesh, India Jupiter AI Labs Full time

What does day-to-day look like:

  • Design, develop, and maintain efficient, high-quality Python code to train and optimize AI models.
  • Conduct evaluations (Evals) to benchmark model performance and analyze results for continuous improvement.
  • Familiarity with Python frameworks and libraries
  • Evaluate and rank AI model responses to user queries across diverse domains, ensuring alignment with predefined criteria.
  • Develop comprehensive explanations and rationales for evaluations, showcasing excellent reasoning and technical expertise.
  • Lead efforts in Supervised Fine-Tuning (SFT), including creating and maintaining high-quality, task-specific datasets.
  • Collaborate with researchers and annotators to execute Reinforcement Learning with Human Feedback (RLHF) and refine reward models.
  • Design innovative evaluation strategies and processes to improve the model's alignment with user needs and ethical guidelines.
  • Create and refine optimal responses to improve AI performance, emphasizing clarity, relevance, and technical accuracy.
  • Conduct thorough peer reviews of code and documentation, providing constructive feedback and identifying areas for improvement.
  • Collaborate with cross-functional teams to improve model performance and contribute to product enhancements.
  • Continuously explore and integrate new tools, techniques, and methodologies to enhance AI training processes.

Requirements:

  • 3+ years of strong experience with Python programming language concepts, including ownership, borrowing, and lifetimes
  • Industry experience and knowledge of code quality, formatting, and best practices of software development
  • Experience with Python's testing ecosystem, including unit, integration, and property-based testing.
  • Knowledge of multi-threading and asynchronous programming in Python.
  • Ability to work with architectural patterns and refactor code without introducing regressions.
  • Strong debugging skills, including fixing memory and concurrency issues.
  • Fluent in conversational and written English communication skills

Skill

Python, LLM integration

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