Forward Deployed AI Engineer
- Salary
- $110,000 - $180,000
- Level
- Mid
- Visa
- Not offered
Not stated in the posting: work type.
Open. First seen 22 October 2026.
About the role
Avathon's standard text
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
About the Role
As the only physical AI unicorn headquartered in the San Francisco Bay Area, we go beyond models and dashboards — we deploy AI that continuously computes across supply chains, energy systems, and industrial operations. Our Operational Technology platform turns fragmented data into real-time, autonomous decisioning across the systems that power the global economy.
This is not digital AI. This is AI for operational reality — where latency, constraints, and failure have real-world consequences.
Forward Deployed AI Engineers at Avathon are rewiring how the physical world operates. You will work directly with customers to take the hardest operational problems — multi-echelon supply chains, constrained production systems, global logistics networks — and turn them into continuously computing, AI-led systems. You will design, build, and deploy production-grade AI applications that operate across real-world infrastructure where decisions propagate across thousands of nodes in real time.
Responsibilities
This role operates with the intensity and ownership of a founder in the field:
- Own end-to-end delivery of high-stakes deployments in operational environments
- Design and implement Avathon's Computational Knowledge Graph (CKG) that unifies data, constraints, and decisioning — performing continuous computation across physical networks
- Replace static planning workflows with real-time, autonomous execution applications
- Work side-by-side with operators, planners, and key stakeholders to define problems and deliver solutions
- Push systems into production that directly control and influence real-world operations
- Drive product evolution by feeding field learnings back into Avathon's core platform
Preferred Skills
- Experience building AI/ML applications in production
- Strong foundation in machine learning, optimization, and system design
- Exceptional inferencing skills on applying necessary models in the field
- Demonstrated proficiency in programming languages such as Python, Java, C++, TypeScript/JavaScript, or similar
- Ability to reason complex, interconnected systems (supply chains, networks, infrastructure)
- Ability to move from problem to architecture to deployment without handoffs
We Value
- We value engineers who build systems and tune industrial models
- Comfort operating in ambiguity, pressure, and high-stakes environments
- Willingness to work directly with customers and operate in real-world environments
- Travel to customer sites (up to 50%)
Qualifications
- Bachelor’s degree in Science, Technology, Engineering
- An active U.S. Government security clearance (preferred)
- Excellent problem-solving, critical thinking, and communication skills
- Must be authorized to work in the United States without current or future company sponsorship
Compensation & Benefits
- California Base Salary Range: $110,000 – $180,000 USD (based on experience)
- Equity in the form of stock options
- Comprehensive health, dental, and vision coverage
- 401(k) participation
- Generous PTO and company holidays
- Ongoing learning and development opportunities
Location: Reporting out of Avathon’s HQ in Pleasanton (San Francisco Bay Area), California.
Avathon's standard text
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.
What this role asks for
Particular to this role
C++ · Java · JavaScript · TypeScript
Rare in Avathon's other 37 open postings.
Standard for data science / ML roles
Machine Learning
Common in data science / ML postings at any company.
In most of Avathon's ads
Computer Vision · NLP · Python
Named in most of its open postings, whatever the role.
64% of this description is written for the role. The rest is Avathon's standard text, folded away below.
Compared with Avathon's other open jobs.
The team: Forward Engineering HIRES STEADILY
This role is one of 7 open in Forward Engineering. 4 were posted in the last 30 days and the oldest in March: a team that hires all year rather than one being built.
WHAT THE TEAM WORKS WITH, ACROSS ITS POSTINGS
Computer Vision (7 of 7), NLP (7 of 7), Python (4 of 7), AWS (3 of 7), GCP (3 of 7), LLM (3 of 7), Machine Learning (3 of 7)
OTHER ROLES ON THIS TEAM
- Technical Architect - Forward Deployed Engineering posted Sep 23
- Engagement Director - Forward Deployed Engineering posted Sep 23
- Forward Deployed Design Lead — Product Lifecycle Management posted Sep 23
- Forward Deployed Design Lead — Asset Performance Management posted Sep 23
- Forward AI Engineer - Agentic AI posted Jun 1
- Forward Deploy AI Engineer (SLM) posted May 3
From the team and dates on Avathon's own job board.
Salary context
8 other open postings titled Forward Deployed AI Engineer state a salary: median USD 146,500 to USD 206,700 a year.
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