Applied Research Engineer (AI)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Applied Research Engineer (AI): Developing advanced systems and methods for human-in-the-loop data and model alignment with an accent on RLHF, DPO, and data quality measurement. Focus on designing AI-assisted labeling tools, bridging research breakthroughs with real-world applications, and scaling data strategies for frontier models.
Location: Hybrid model with 2 days per week in office in San Francisco (US) or Wrocław (Poland)
Salary: $250,000–$300,000 USD
Company
provides integrated infrastructure for frontier AI development, including annotation tools, data labeling services, and an expert marketplace for training data.
What you will do
- Develop and implement advanced AI alignment methods such as RLHF and DPO.
- Design systems to measure and improve human-in-the-loop data quality.
- Create AI-assisted tools leveraging active learning to enhance labeling efficiency.
- Investigate how various feedback types impact model performance.
- Integrate research breakthroughs into the product suite for scalable real-world application.
- Engage with the AI community through publications and thought leadership.
Requirements
- Ph.D. or Master’s degree in Computer Science, Machine Learning, or AI.
- 3+ years of experience in solving complex ML challenges.
- Strong foundation in frontier AI models and human data strategies.
- Proficiency in Python and deep learning frameworks like PyTorch, JAX, or TensorFlow.
- Proven track record of publishing in top-tier AI/ML conferences.
- Must be able to work in a hybrid model in San Francisco or Wrocław.
Nice to have
- Experience in human-computer interaction (HCI) research.
- Background in AI ethics and safety research.
Culture & Benefits
- Fast-paced startup-like environment focused on high agency and impact.
- Collaborative environment with opportunities for continuous learning.
- Career growth directly tied to individual contributions and ownership.
- Engagement in cutting-edge research with the opportunity to publish work.
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