- R&D
AI Applied Scientist
Our mission is to provide manufacturers and other industrial sectors with insights into the health of machines, processes, and operations to transform how people work and what they can create. A leader in Machine Health and Process Health solutions, Augury uses purpose-built AI technology, trained by industry experts and the world’s largest data library, to help companies realize the full potential of their production. Together with our customers, we are pioneering Production Health by removing friction created by competing business goals so companies can improve business outcomes, empower their workforce, and achieve sustainable production- all at the same time.
About The Position
As Augury’s AI Applied Scientist on the algorithms insights & recommendations team, you’ll be at the intersection of advanced technology and meaningful impact with clear business cases. You will have access to real-time (RT) big data from multiple Sensors & Data sources, and a chance to discover, explore research and develop cutting edge models that directly impact industrial manufacturers around the globe. As part of the Applied AI/ML Science team at Augury, you will have the opportunity to continuously grow and learn while building and deploying advanced models directly into our products, stay at the forefront of the technologies in the world, witnessing firsthand their impact on our customers.
A Day In Your Life
- Own the algorithm lifecycle from problem definition and data analysis to prototyping and delivering production-ready models.
- Research, design, and build Agentic applications on top of sensor time-series data, textual data, images, ML applications and other various data sources.
- Combine between classic statistical methods, deep learning, transformers, GenAI, and any available technology to extract meaningful insights from the data.
- Engage with customers and collaborate with our product team to develop innovative solutions utilizing new types of data.
- Leverage modern technologies: work with cloud-based big data platforms for storage, distributed processing, LLMs and agents (GPT, Claude, Gemini), defining & building Gurdrails, reasoning chain as function call, planning, ML-based vectorization and embeddings, and stream analysis.
What You Bring
- M.Sc., or Ph.D. in Electrical Engineering, Computer Science, Physics, Mathematics, or a related field.
- 5+ years of experience in ML applications with experience in modeling time-series data, & ML-based vectoring, and Embeddings for insight & recommendations systems (Transformers included)
- 2+ years of experience in LLM and Agentic applications, Eval tools, and workflows (HITL, LLM-as-a-judge, deterministic, Metrics & Embeddings), Fine-Tuning, tools, and workflows using AI frameworks (e.g. LangSmith)
- Proficiency in Python for model development, deployment, and monitoring.
- Experience working on Agile teams with a passion for fast iterations, feedback, and continuous learning.
- Proven ability to collaborate with diverse, cross-functional groups, including product managers, infrastructure and data engineering teams.
- The ability to translate research into scalable, production-ready solutions.
- Experience in anomaly detection, AI/ML- an advantage.
- Experience in feature engineering-based signal processing - an advantage.
- Experience in optimizing costs of API calls - Nice to have
Perks
- Stock options
- Paid parental leave
- Flex PTO
Augury is a people-first organization. We believe in fostering an inclusive environment in which employees feel encouraged to share their unique perspectives, leverage their strengths, and act authentically. We know that diverse teams are strong teams, and we welcome those from all backgrounds and varying experiences. We are committed to providing employees with a work environment free of discrimination and harassment. We believe that diversity is more than just good intentions, and we are committed to creating an inclusive environment for all employees.
Augury is a proud equal opportunity employer, we strive to create a work environment in which everyone, all applicants, employees, customers, guests, and vendors feel safe and comfortable. We commit to maintain a workplace that is free of any type of harassment and does not tolerate anyone intimidating, humiliating, or hurting others. We prohibit willful discrimination based on age, gender, ethnicity, race, color, religion, political opinions, sexual orientation, sexual identity or expression, military or veteran status, disability or any other characteristic protected by law.
