AI Applied Scientist (Industrial AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
AI Applied Scientist (Industrial AI): Developing and deploying advanced machine learning models and agentic applications for industrial machine health with an accent on time-series analysis, recommendation systems, and LLM-based reasoning. Focus on building scalable, production-ready AI solutions that transform real-time sensor data into actionable industrial insights.
Company
is a leader in Machine Health and Process Health solutions, utilizing purpose-built AI technology to help industrial manufacturers optimize production and machine performance.
What you will do
- Own the full algorithm lifecycle from problem definition and data analysis to production deployment.
- Research and build agentic applications integrating sensor time-series data, text, and images.
- Develop models using statistics, deep learning, anomaly detection, and recommendation systems.
- Collaborate with product and engineering teams to deliver innovative, scalable AI solutions.
- Leverage modern cloud-based big data platforms and LLM frameworks like LangGraph and CrewAI.
Requirements
- M.Sc. or Ph.D. in Electrical Engineering, Computer Science, Physics, Mathematics, or related field.
- 5+ years of experience in ML modeling for time-series data, vectorization, and embeddings.
- 2+ years of experience in LLM and agentic application workflows, including fine-tuning and evaluation.
- Proficiency in Python for model development, deployment, and monitoring.
- Proven ability to translate research into scalable, production-ready solutions.
- Experience working in cross-functional Agile teams.
Nice to have
- Experience in anomaly detection and signal processing.
- Experience in optimizing costs of API calls.
Culture & Benefits
- Stock options provided.
- Flexible Paid Time Off (Flex PTO).
- Paid parental leave.
- Inclusive, people-first organizational culture.
- Commitment to diversity and equal opportunity employment.
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