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AI Applied Scientist – Insights & Recommendations

1 month ago
Israel
Full-time
Senior
Data Scientist
Data Science and Analytics
Agile BERT Deep Learning Feature Engineering GPT LLM Machine Learning Python Statistics Transformers
Apply Now
Augury

Augury

Augury offers AI solutions for industrial manufacturing to eliminate downtime, improve efficiency, and provide prescriptive insights for transformative work.

Industrial Conglomerates
251-1K
Founded 2011
$294M raised
View All Jobs 4

Description

  • Own the algorithm lifecycle from problem definition and data analysis through prototyping and production deployment.
  • Combine statistical methods, time-series modeling, deep learning, anomaly detection, recommendation systems, transformers, and inference techniques to extract insights.
  • Research, design, and build agentic applications on top of sensor time-series, text, image, and other data sources.
  • Engage with customers and collaborate with the product team to develop innovative solutions using new types of data.
  • Work with cloud-based big data platforms, distributed processing, LLMs, and agents to build production solutions.
  • Define and build guardrails, reasoning chains, planning workflows, embeddings, and stream analysis capabilities.
  • Build models directly into Augury’s products and support continuous improvement through iteration and learning.
  • Collaborate with cross-functional teams including product managers, infrastructure, and data engineering teams.

Requirements

  • M.Sc. or Ph.D. in Electrical Engineering, Computer Science, Physics, Mathematics, or a related field.
  • 5+ years of experience in ML applications modeling time-series data and using ML-based vectorization and embeddings for insight and recommendation systems, including transformers.
  • 2+ years of experience with LLM and agentic applications, evaluation tools and workflows, fine-tuning, and AI workflow lifecycle tools such as LangSmith, CrewAI, and LangGraph.
  • Experience with embeddings and tokenization tools and methods such as BERT, w2v, FastText, FastEmbed, GloVe, GPT tokenization, TikToken, token validators, vector similarity, and search methods.
  • Proficiency in Python for model development, deployment, and monitoring.
  • Experience working on Agile teams with a fast-iteration and continuous-learning mindset.
  • Proven ability to collaborate with diverse cross-functional groups.
  • Ability to translate research into scalable, production-ready solutions.
  • Experience in anomaly detection and AI/ML is an advantage.
  • Experience in feature engineering-based signal processing is an advantage.
  • Experience optimizing API call costs is a nice to have.

Benefits

  • Stock options.
  • Paid parental leave.
  • Flexible PTO.
  • Inclusive, people-first work environment.
  • Equal opportunity employer with a commitment to a safe workplace free of discrimination and harassment.

Interested in this position?

Apply directly on the company website

Apply Now

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