60 минут назад
Staff Machine Learning Engineer (LLM)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Staff Machine Learning Engineer (LLM): Building and optimizing Large Language Models and Mixture of Experts models for a private AI platform with an accent on on-device inference optimization, quantization, RAG, agentic frameworks, and tool calling. Focus on conducting machine learning research, improving model performance and efficiency, integrating models into the platform, and leading end-to-end delivery with cross-functional engineering teams.
Location: Austin, TX or Remote Office; U.S.-based benefits generally apply
Company
develops a private, end-to-end AI platform that enables enterprises and governments to build specialized intelligence on their own data.
What you will do
- Lead the development and optimization of Large Language Models and Mixture of Experts models.
- Lead product initiatives involving on-device inference optimization, quantization, RAG, agentic frameworks, and tool calling.
- Integrate machine learning models into the AI platform with cross-functional engineering teams.
- Conduct research focused on improving the performance and efficiency of LLMs.
- Deliver complex initiatives end to end and lead the sub-team.
- Mentor junior engineers and contribute to knowledge sharing and engineering best practices.
Requirements
- At least 6 years of experience in machine learning, including specific expertise in Large Language Models and Mixture of Experts.
- Advanced degree in Computer Science or a related field; a Ph.D. is preferred.
- Strong programming skills in Python and experience with TensorFlow and/or PyTorch.
- Proven record of building and innovating through publications or industry experience.
- Ability to lead complex projects and collaborate effectively across engineering functions.
- Excellent problem-solving skills and a passion for innovation.
Nice to have
- Experience with AWS, Azure, or GCP.
- Knowledge of Hadoop or Spark.
- Familiarity with Docker or Kubernetes.
- Publications or presentations in recognized machine learning journals or conferences.
Culture & Benefits
- Culture grounded in truth, ownership, tenacity, and humility.
- Comprehensive health, dental, and vision benefits for applicable U.S.-based employees.
- 401(k) match, equity options, supplemental life insurance, and parental leave for eligible employees.
- $200 monthly health and wellness stipend and a $500 annual Function Health subscription.
- Continuing education support and Flexible Time Off.
- Free parking for in-office employees.
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