Algorithm And Applied AI Scientist (DSP) (Industrial AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Algorithm And Applied AI Scientist (DSP) (Industrial AI): Developing and optimizing advanced signal processing and predictive models for machine health monitoring with an accent on time-series data and sensor signals. Focus on architecting anomaly classification models and integrating Generative AI, Transformers, and deep learning to generate 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.
What you will do
- Serve as the technical lead for innovative projects focused on advanced signal processing and data analytics.
- Oversee the full algorithm development cycle, from problem definition to deployment of production-ready feature-based AI models.
- Architect and build diverse predictive and anomaly classification models using sensor time-series and textual information.
- Utilize cutting-edge technologies including Generative AI, transformers, TSFM, TGNN, and traditional statistical methods.
- Partner with product teams and external customers to create data-driven solutions for real-world business needs.
Requirements
- Advanced degree (M.Sc. or Ph.D.) in Physics, Electrical Engineering, Computer Science, Mathematics, or a related quantitative field.
- 4+ years of expertise in DSP-based methods (e.g., STFT, FFT, Hilbert, Wavelet) for feature and anomaly extraction.
- 2+ years of professional experience in ML/AI, specifically modeling and analyzing complex time-series data.
- Proven technical leadership experience in large-scale, multidisciplinary projects.
- High proficiency in Python for the full development lifecycle, including model deployment and performance monitoring.
- Ability to translate theoretical research into robust, scalable, and production-ready systems.
Nice to have
- Prior experience in the industrial or manufacturing sector.
Culture & Benefits
- Stock options.
- Paid parental leave.
- Flex PTO.
- Inclusive work environment focused on diversity and authenticity.
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