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2 дня назад

Algorithm And Applied AI Scientist (DSP) (Industrial AI)

Тип работы
fulltime
Грейд
lead
Английский
b2
Вакансия из списка Hirify.GlobalВакансия из Hirify Global, списка международных tech-компаний
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Мэтч & Сопровод

Для мэтча с этой вакансией нужен Plus

Описание вакансии

Текст:
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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

hirify.global 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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