What are the responsibilities and job description for the Principal Machine Learning Engineer position at ChatGPT Jobs?
Job Description
Principal Machine Learning Engineer
Company: Redhat
Location: Boston, MA
Type: Full-time
Benefits: Medical, Dental, Vision, Retirement, PTO
Job Summary
Red Hat is seeking a Principal Machine Learning Engineer to join our AI Inference team, focused on bringing open-source LLMs and vLLM to enterprises. The role involves developing and optimizing deep learning software, implementing model compression algorithms, and productizing deep learning research.
What You Will Do
Red Hat determines compensation based on factors including job location, experience, skills, training, market value, and internal pay equity. The salary range for this position is $189,600.00 - $312,730.00.
Principal Machine Learning Engineer
Company: Redhat
Location: Boston, MA
- On-site, Remote
Type: Full-time
Benefits: Medical, Dental, Vision, Retirement, PTO
Job Summary
Red Hat is seeking a Principal Machine Learning Engineer to join our AI Inference team, focused on bringing open-source LLMs and vLLM to enterprises. The role involves developing and optimizing deep learning software, implementing model compression algorithms, and productizing deep learning research.
What You Will Do
- Contribute to the design, development, and testing of various inference optimization algorithms in vLLM and related projects.
- Create and manage inference serving deployment pipelines.
- Benchmark, profile, and evaluate different parallelizations, quantization and sparsification approaches.
- Participate in technical design discussions and provide innovative solutions.
- Stay up-to-date with the latest advancements in open source LLM model architecture and Inference parallelizations/optimizations techniques.
- Stay up-to-date of latest CPU and GPU hardware architecture and features to boost AI inference performance.
- Give thoughtful and prompt code reviews.
- Mentor and guide other engineers.
- Continuous collaboration with internal and external open source committers and contributors.
- Strong understanding of machine learning and deep learning fundamentals.
- Experience with tensor math libraries such as PyTorch and NumPy.
- Strong programming skills with Python based machine learning solutions.
- Ability to develop and implement research ideas and algorithms.
- Experience with mathematical software, especially linear algebra.
- Understanding of Linear Algebra, Gradients, Probability, and Graph Theory.
- Strong communications skills with both technical and non-technical team members.
- BS, or MS in computer science or computer engineering or a related field. A PhD in a ML related domain is considered a strong plus.
Red Hat determines compensation based on factors including job location, experience, skills, training, market value, and internal pay equity. The salary range for this position is $189,600.00 - $312,730.00.
Salary : $189,600 - $312,730