Who We Are & Why Join Us
Avathon is the leading Industrial AI autonomy platform, helping customers across heavy industries -- energy, mining, manufacturing, aerospace, defense, and logistics -- accelerate the journey toward autonomous operations. Our platform is built on a Computational Knowledge Graph foundation that contextualizes and connects operational data across siloed systems, bringing together time series, structured, unstructured, and machine vision data to power AI-driven applications in asset performance management, supply chain intelligence, visual AI, and global trade management. With capabilities spanning digital twins, normal behavior modeling, natural language processing, and computer vision, Avathon delivers real-time predictive intelligence and agentic decision-making at industrial scale.
Cutting-Edge AI Innovation -- Join a team at the forefront of AI, developing groundbreaking solutions that shape the future. High-Growth Environment -- Thrive in a fast-scaling startup where agility, collaboration, and rapid professional growth are the norm. Meaningful Impact -- Work on AI-driven projects that drive real change across industries and improve lives.
Learn more at: avathon.com
Forecasting
- Build demand and spare parts forecasting models using probabilistic, hierarchical and intermittent demand methods, including where history is short or volatile
- Use causal and external signals, and cross-domain signals from the knowledge graph such as asset health, logistics and procurement
- Define evaluation metrics, build backtesting pipelines and run controlled experiments to improve accuracy and bias
Optimization
- Build supply planning and multi-echelon inventory optimization models with capacity constraints and variable lead times
- Formulate and solve MIP, LP and constraint programming problems for production scheduling, allocation and resource planning
- Build simulation and scenario analysis so planners and S&OP leaders can compare options and trade-offs
Productization
- Own the path from research to production with ML engineering, with monitoring, retraining and clear explanations of results
- Work with AI agents so planners can ask why a plan changed and what to do next
- Mentor data scientists on OR and ML fundamentals
- Write up methods and results clearly for product, customers and leadership
- PhD or MS in Operations Research, Industrial Engineering, Statistics, Computer Science, Applied Math or a related field
- 10+ years of industry experience in applied ML, optimization or supply chain planning systems
- Deep experience in at least two of: demand forecasting, supply and inventory optimization, production scheduling or S&OP analytics
- Hands-on Python with optimization solvers (Gurobi, CPLEX, OR-Tools or similar) and forecasting libraries (statsmodels, GluonTS or similar)
- Strong statistical modeling and good judgment on when simple methods beat complex ones
- Experience with real supply chain data, ideally at a planning vendor such as o9 Solutions, Blue Yonder, Kinaxis, Oracle or SAP, or at a large manufacturer
- Experience shipping models to production, not only notebooks
- Multi-echelon inventory, Bayesian methods for demand sensing, or publications in applied OR and ML are a plus
Compensation
Pay Range: $160k - $240k salary annually. Pay for this position is based on a number of factors including geographic location and may vary depending on job-related knowledge, skills, and experience.
Location: This role is not remote. Candidates must be based in the Bay Area, CA and are expected to report to our Pleasanton office 5 days a week.
Avathon is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, age, pregnancy, genetic information, disability, status as a protected veteran, or any other protected category under applicable federal, state, and local laws.
Avathon is committed to providing reasonable accommodations throughout the recruiting process. If you need a reasonable accommodation, please contact us to discuss how we can assist you.
Skills Required
- PhD or MS in Operations Research, Industrial Engineering, Statistics, Computer Science, Applied Mathematics, or a related field
- 10+ years of industry experience in applied machine learning, optimization, or supply chain planning systems
- Deep experience in at least two of demand forecasting, supply and inventory optimization, production scheduling, or S&OP analytics
- Hands-on Python experience with optimization solvers such as Gurobi, CPLEX, OR-Tools, or similar
- Experience with forecasting libraries such as statsmodels, GluonTS, or similar
- Strong statistical modeling skills and judgment in selecting simple versus complex methods
- Experience with real supply chain data, ideally from a planning vendor or large manufacturer
- Experience shipping models to production rather than working only in notebooks
- Multi-echelon inventory experience, Bayesian demand-sensing methods, or publications in applied operations research and machine learning
What We Do
Avathon, a leader in Industrial AI, extends the life of critical infrastructure while advancing the journey toward full autonomy. Avathon’s Industrial AI platform empowers commercial and government customers with scalable, secure, and value-driven solutions that enhance efficiency and resilience across heavy industry.
