Augury
Industrial AI
AIAppliedScientist
Neural analysis suggests this role is
optimal for Mid candidates.
“AI Applied Scientist at Augury. Skills: AI/ML, Applied Scientist, research, model development, production deployment, time-series data, Transformers, GenAI, Graphs, LLMs, agents. Own the algorithm lifecycle from problem definition and data analysis to prototyping and delivering production-ready models. Research, design, and build anomaly classification, predictive, insights, recommendations and other types of models from various data sources, including sensor time-series data, textual data, imag”
What You'll Achieve.
drive new levels of efficiency; achieve payback in six months or less; enabling global scale; directly impact industrial manufacturers around the globe; witnessing firsthand their impact on our customers; delivering production-ready models; extract recommendations for taking real-world, life-changing actions; pushing recall, precision, and tail metrics KPIs boundaries
Industry & Context.
proactively address alerts; minimize downtime; reduce asset costs; maximize yield and capacity; anomaly detection; abnormal behavior; outliers
What They're Looking For.
Must Have
M.Sc. or Ph.D. in Electrical Engineering, Computer Science, Physics, Mathematics, or a related field, 4+ years of experience in ML applications, experience in research on time-series data, experience in ML-based vectoring, experience in Embeddings (Transformers included), Proficiency in Python, Applied Science SDLC - Discovery, Research, development, fidelity deployment, monitoring, Training, and fine tuning, Experience in anomaly detection, Experience in abnormal behavior, Experience in outliers, Experience pushing recall, precision, and tail metrics KPIs boundaries, Experience working with ML ops infrastructure, The ability to translate research into scalable, production-ready solutions, Experience working on Agile teams, Proven ability to collaborate with diverse, cross-functional groups, including product managers, infrastructure, and data engineering teams
Nice to Have
Experience in feature engineering-based signal processing
What You'll Do.
Own the algorithm lifecycle from problem definition and data analysis to prototyping and delivering production-ready models
and build anomaly classification
recommendations and other types of models from various data sources
including sensor time-series data
Ensemble multi-modalities by exploiting and enriching the most from our data collections platform and feature extraction and store phases
using classic statistical methods
Foundations Modules (as TSFM
and any available technology to extract recommendations for taking real-world
life-changing actions
Engage with customers and collaborate with our product team to develop innovative solutions utilizing new types of data
Work with cloud-based big data platforms for training
distributed processing & experiments tracking
Partnering and contributing to modern technologies: LLMs and agents (GPT
defining & building Gurdrails
reasoning chain as function call
ML-based vectorization and embeddings
How You'll Work.
Team & Collaboration
Engage with customers; collaborate with our product team; Collaborate with diverse, cross-functional groups, including product managers, infrastructure, and data engineering teams
Full Job Description
Our mission is to transform how people and machines work together to push the boundaries of human productivity. A leader in Industrial AI, Augury helps the world’s manufacturers leverage real-time production insights to drive new levels of efficiency. Combining predictive and prescriptive AI technology with industry expertise, production teams can proactively address alerts, minimize downtime, reduce asset costs, and maximize yield and capacity. Our customers achieve payback in six months or less, enabling global scale. We're looking for team members excited to partner with the world's manufacturers and build the future of production together. As Augury’s AI Applied Scientist, 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 anomaly classification, predictive, insights, recommendations and other types of models from various data sources, including sensor time-series data, textual data, images, and more. You will Ensemble multi-modalities by exploiting and enriching the most from our data collections platform and feature extraction and store phases, using classic statistical methods, deep learning, Transformers, GenAI, Graphs, Foundations Modules (as TSFM, Graph Transformer, TGNN), and any available technology to extract recommendations
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