Applied Research Engineer (AI)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Applied Research Engineer (AI): Developing data-centric frameworks and pipelines for autonomous agents with an accent on reinforcement learning and supervised fine-tuning. Focus on constructing agentic benchmarks and collaborating with frontier AI labs to advance capable, scalable agentic workflows.
Location: Must be based in San Francisco Bay Area or Wroclaw. Hybrid model with 2 days per week in office required.
Salary: $250,000–$300,000 USD
Company
provides integrated infrastructure for AI development, including enterprise annotation platforms and expert marketplaces for frontier AI models.
What you will do
- Create frameworks and tools to construct, train, and evaluate autonomous agent capabilities.
- Design agent-focused data programs using supervised fine-tuning and reinforcement learning methodologies.
- Develop robust data pipelines from diverse sources including code repositories, web browsers, and computer systems.
- Implement open-source agent libraries and benchmarks with proprietary datasets.
- Collaborate with frontier AI lab customers to define requirements and share research best practices.
- Publish research findings in top-tier academic venues and conferences.
Requirements
- PhD or Master's degree in Computer Science, Machine Learning, or a related field.
- At least 3 years of experience delivering sophisticated ML solutions.
- Demonstrable experience building autonomous agents involving tool use, multi-step planning, and SFT/RL.
- Hands-on experience evaluating agentic benchmarks such as SWE-bench, WebArena, or OSWorld.
- Proficiency in Python and deep learning frameworks like PyTorch, JAX, or TensorFlow.
- Strong track record of publications in top-tier AI/ML venues such as NeurIPS, ICML, or ICLR.
Culture & Benefits
- Fast-paced environment focusing on impact and individual ownership.
- Collaboration with leading industry experts and research labs.
- Clear career growth pathways tied to contribution and metrics.
- Hybrid working environment designed for both flexibility and team collaboration.
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