Python LLM Developer

3 weeks ago

NCR, India Codefeast 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:

  • 5+ 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 Pythons 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

Evaluation Process :Two rounds of interviews

Description: A complete remote role, you can use your own laptop. 8hrs/day, Mon-Fri required

Eligibility: Candidates with 5+ years of relevant professional experience are eligible to apply. Must possess strong communication skills, both written and verbal. Should have proven expertise in the specific field or role being applied for.

  • Timings: 8 hrs/day, Mon-Fri

Preferred candidate profile : Immediate Joiners Fully remote, 6 months contract in the starting

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