Job Description
Summary
Description
Minimum Qualifications
- 5+ years of industry experience building machine learning and deep learning based software applications
- Strong machine learning and deep learning fundamentals
- Exceptional problem-solving and interpersonal skills
- Robust applied software methodology, process, and quality skills to take an ML algorithm from a prototype to a final production quality deployment
- Proven ability to excel in a fast-paced development team
Preferred Qualifications
- Hands on experience with large language models (LLMs) and parameter efficient fine tuning of LLMs
- Solid understanding of inference speed up techniques such as speculative decoding and optimization of LLMs for human preferences
- Proficiency with deep learning toolkits such as PyTorch