Applied Silver, Inc.
Perception Engineer - Offroad
Sunnyvale · Contract
Sponsorship not specified$180k-$255kDetected 19 hours ago
PythonC++Full-Stack DevelopmentDockerMachine LearningPyTorchNegotiationCustomer SuccessResearchCollaboration
About the role
- Triage model and system issues in the field - timestamps, data quality, calibration, and similar - and decide whether to resolve them directly or work with the core platform team to fix them upstream
- Strong systems-level understanding of perception (and ideally planning/controls) - enough to reason about the full stack, even without owning model training personally
- A product-owner mindset: motivated by customer success and problem ownership more than by being on the cutting edge of modeling research
Responsibilities
- Design and implement perception systems to enable new product capabilities, leveraging existing model heads and solving new perception tasks.
- Make build-vs-reuse tradeoffs when standing up new product lines, including output types, KPIs, and collaboration points with the core perception team
- As a perception engineer on the Mining Autonomy team, you will own perception outcomes for autonomous mining vehicles operating across active customer sites in Australia, Europe, and the US.
- You will work at the intersection of perception, planning, controls, and customer requirements, translating what a mining customer needs into a concrete technical approach and a set of KPIs the team can build toward.
- You will collaborate daily with the core autonomy platform team, customer engineering, and BD, and will help stand up new product lines alongside developing existing ones.
- Design the data strategy for a new deployment: what to collect, how much, and how to label it, to get a model production-ready
Requirements
- Experience diagnosing real-world model failures in deployed systems and driving them to resolution, whether hands-on or through cross-team negotiation
- Familiarity with PyTorch, ONNX, TensorRT, Docker, Python, some C++
Nice to have
- Experience with internal ML pipeline/orchestration tooling (e.g., Flyte) is a plus
- Experience with offroad autonomy
- Please reference the job posting's subtitle for where this position will be located.
- Don't meet every single requirement?
- If you're excited about this role but your past experience doesn't align perfectly with every qualification in the job description, we encourage you to apply anyway.
- You may be just the right candidate for this or other roles.
- Applied Intuition is an equal opportunity employer and federal contractor or subcontractor.
- Consequently, the parties agree that, as applicable, they will abide by the requirements of 41 CFR 60-1.4(a), 41 CFR 60-300.5(a) and 41 CFR 60-741.5(a) and that these laws are incorporated herein by reference.
Skills
- Applied Intuition, Inc. is powering the future of physical AI.
- Applied Intuition is headquartered in Sunnyvale, California, with offices in Washington, D.C.; San Diego; Ft.
- Walton Beach, Florida; Ann Arbor, Michigan; London; Stuttgart; Munich; Stockholm; Bangalore; Seoul; and Tokyo.
- Learn more at applied.co http://applied.co.
Compensation
- Compensation at Applied Intuition for eligible roles includes base salary, equity, and benefits.
Company info
- Comfort working with ambiguous, evolving requirements from customers and translating them into technical specs
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