AI Applied Scientist (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
AI Applied Scientist (AI): Developing and deploying production-ready AI models and agentic applications for industrial machine health with an accent on time-series data and GenAI. Focus on building reasoning chains, LLM-based insight systems, and optimizing the algorithm lifecycle from research to production.
Company
is a leader in Machine Health and Process Health solutions using purpose-built AI technology to help industrial manufacturers optimize production and machine health.
What you will do
- Own the full algorithm lifecycle from problem definition and data analysis to delivering production-ready models.
- Research and build Agentic applications utilizing sensor time-series, textual, and image data.
- Combine statistical methods, deep learning, transformers, and GenAI to extract meaningful industrial insights.
- Collaborate with product teams and customers to develop innovative solutions using new data sources.
- Leverage cloud-based big data platforms, LLMs (GPT, Claude, Gemini), and vector embeddings for stream analysis.
Requirements
- M.Sc. or Ph.D. in Electrical Engineering, Computer Science, Physics, Mathematics, or a related field.
- 5+ years of experience in ML applications, with a focus on time-series modeling, vectoring, and embeddings.
- 2+ years of experience in LLM and Agentic applications, including Eval tools (e.g., LangSmith), HITL, and Fine-Tuning.
- Proficiency in Python for model development, deployment, and monitoring.
- Proven ability to collaborate with cross-functional groups including product managers and data engineers.
- Experience translating research into scalable, production-ready solutions.
Nice to have
- Experience in anomaly detection and AI/ML.
- Experience in feature engineering-based signal processing.
- Experience in optimizing costs of API calls.
Culture & Benefits
- Stock options.
- Paid parental leave.
- Flexible PTO.
- People-first organization with a strong commitment to diversity, equity, and inclusion.
Будьте осторожны: если работодатель просит войти в их систему, используя iCloud/Google, прислать код/пароль, запустить код/ПО, не делайте этого - это мошенники. Обязательно жмите "Пожаловаться" или пишите в поддержку. Подробнее в гайде →