
Senior AI Model Optimization Professional
3 days ago
- We are seeking an experienced AI model optimization specialist to design, develop and maintain efficient high-quality Python code to train and optimize AI models.
- Responsibilities include conducting evaluations (Evals) to benchmark model performance and analyzing results for continuous improvement.
- Familiarity with Python frameworks and libraries is required.
- The ideal candidate will 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.
- This role will 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.
- 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.
Key Skills
Python LLM Integration
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