1 день назад
LLM Engineer (AI)
72 000 - 100 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
LLM Engineer (AI) (Python/PyTorch): Designing and operationalizing fine-tuning workflows for large language models across supervised, preference-based, and reinforcement learning approaches with an accent on dataset construction, evaluation methodology, and reliable training pipelines. Focus on distributed GPU training, preference optimization, failure recovery, and shipping production-grade LLM systems.
Location: 100% remote within the United States
Salary: $72,000–$100,000 annually
Company
Technology consulting and software development company delivering cloud, AI, data, and enterprise solutions across the United States.
What you will do
- Design, execute, and operationalize fine-tuning workflows for large language models using supervised, preference-based, and reinforcement learning approaches.
- Construct high-quality datasets and develop rigorous benchmark and human evaluation methodologies.
- Operate training jobs on GPU clusters, including failure recovery and reliability improvements.
- Navigate trade-offs between data quality, compute budgets, evaluation rigor, and shipping velocity.
- Collaborate with product, design, engineering, operations, and business stakeholders to turn ambiguous requirements into engineered solutions.
- Contribute through code reviews, design reviews, and mentorship of junior engineers.
Requirements
- Master’s or PhD in Computer Science, Machine Learning, or a related field, or equivalent experience.
- Six or more years of combined machine learning research and engineering experience with significant LLM exposure; the position lists 8+ years of experience.
- Strong proficiency in Python and modern deep learning frameworks, especially PyTorch.
- Hands-on experience fine-tuning transformer-based language models at non-trivial scale.
- Experience with FSDP, ZeRO, pipeline parallelism, RLHF, DPO, or other preference optimization techniques.
- Applicants must be U.S. citizens, Green Card holders, EAD holders, or H-1B transfer candidates; new H-1B visa petitions cannot be sponsored.
Nice to have
- Publications at top-tier machine learning venues.
- Experience with multimodal model fine-tuning.
- Experience with synthetic data generation, dataset distillation, or open-source LLM training libraries.
- Exposure to responsible AI evaluation and red-teaming practices.
Culture & Benefits
- Full-time direct W-2 employment.
- Remote work within the United States.
- Cross-functional collaboration with product, design, engineering, operations, and business stakeholders.
- Opportunities for career growth, technical mentorship, and meaningful production work.
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