Safety Case Engineer

Atoms

$149K — $188K *
Aerospace & Defense
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • 7+ years in functional safety, autonomy behavior, and fleet operations with deep experience in at least two areas and fluency in a third.
  • Experience authoring a structured safety argument (GSN or equivalent) on a real system, successfully defending it under scrutiny.
  • Proven ownership in hazard analysis (HARA, FMEA, FTA) and scenario-based validation – a combination is essential.
  • Strong understanding of data provenance; able to distinguish measurements, estimates, and placeholders clearly.
  • Strong communication skills, capable of articulating when an argument is not ready and what is needed for readiness.
  • Fluency in standards (ISO 26262, ISO 21448, UL 4600, SAE J3016) with the ability to apply them pragmatically.
  • Programming skills in Python or similar for data handling and tool building, adept with AI coding assistants.

Responsibilities

  • Manage the entire safety case lifecycle from draft to signed-off state, including ongoing maintenance.
  • Define the scope of safety arguments, detailing assumptions, exclusions, and potential hazards.
  • Assess the sufficiency of evidence for operational experience and its relevance to safety claims.
  • Draft a clear claim-argument-evidence map to illustrate the validity of safety arguments.
  • Facilitate thorough reviews of safety work and resolve reviewer feedback comprehensively.
  • Act as a critical user of the tools developed by safety leads, advocating for necessary improvements.
  • Utilize AI tools to enhance safety argument development and validate evidence against established scenarios.

Benefits

  • Medical, Dental, Vision, Disability, and Life Insurance
  • Flexible Spending Account / Health Savings Account Options
  • 401(k) plan
  • Equity awards
  • Sick Time, Unlimited Flexible Time Off, and Paid Holidays
  • Paid Parental Leave
  • Pre-Tax Commuter Benefit Plan
  • Bi-weekly team lunches in the SoMa office
Full Job Description
What you'll do

  • Own a defined scope of the safety case end to end, from first draft to signed, including its upkeep afterward when something it depends on is revised. Author of record means the argument is yours to defend.
  • Define what your argument covers and what it explicitly does not: the conditions it assumes, the exclusions and why they hold, and the hazards that cannot arise within the scope.
  • Judge evidence sufficiency: how much operating experience there is and how it was counted, coverage against each case, and where the evidence came from. Working closely with the functional safety, scenario validation and fleet operations leads to obtaining the evidence.
  • Write the claim-argument-evidence map. So it's clear when it holds and when it doesn't.
  • Convene review when the work is ready and not before, carry reviewer comments to documented resolution, and serve as independent reviewer on scopes you do not own.
  • Be a demanding customer of the shared method and tooling built by the functional safety, scenario validation and fleet operations leads. When a rule is missing or ambiguous, or a tool makes the wrong thing easy, say so loudly - a local workaround does not stay local.
  • Use AI tooling as part of the work: drafting from a template, generating and stress-testing candidate hazard sets, cross-checking coverage against the scenario library, tracing hazard to test to evidence, and finding where an upstream revision has invalidated something already written.


What we're looking for
  • 7+ years across functional safety, autonomy behaviour and fleet operations, with real hands-on depth in at least two and working fluency in the third. We will test all three; specialists in one who intend to learn the rest on the job are not a fit for these seats.
  • You have authored a structured safety argument, not reviewed one - GSN or an equivalent claim-argument-evidence structure, on a real system, defended to someone who pushed back hard. Be ready to walk through one you wrote and the parts you would now write differently.
  • Demonstrated hazard analysis ownership (HARA, FMEA, FTA or equivalent) and demonstrated scenario-based validation ownership. The combination is the requirement, not either half.
  • Rigour about provenance. You instinctively distinguish a measurement from an estimate from a placeholder, and label them as such rather than letting a number acquire authority by being written down.
  • The willingness to speak up. Some of this will be commercially inconvenient to leave unsigned, and we need people who can say an argument is not ready, say exactly what would make it ready, and what are the consequences not.
  • Standards fluency across ISO 26262, ISO 21448 (SOTIF), UL 4600, and SAE J3016, with the judgment to apply them proportionately to a scoped argument rather than reproducing a full-program process at small scale.
  • Comfort with the statistics of exposure, rare events and coverage, and with surrogate safety measures and their limits. A kinematic proximity metric measures proximity dynamics and not harm, and should never carry a claim alone.
  • Programming ability in Python or similar, sufficient to work with fleet data, build your own tooling and work fluently with an AI coding assistant - with the boundary held firmly: a generated hazard list is a hypothesis to verify, and a generated argument map is a draft, never a signed argument.
  • Exceptional written precision. More than any other role on this team the deliverable is a document that has to stand up without you in the room; vague writing here is not a style problem, it is a safety problem.
  • The disposition three interchangeable seats need: focused enough to go deep on what you own, flexible enough to pick up a colleague's, and generous enough to make peer review genuinely useful rather than ceremonial.


What else you need to know

This role is based in our San Francisco office. Atoms is a company driven by invention and continuous change - we are constantly reimagining our industries, building new products, and refining how we operate. We do our best work together. That's why all of our office-based teams work onsite, five days a week.

The base salary range for this role is $149,000 - $188,000 per year.

Actual compensation will be determined on an individual basis and may vary depending on experience, skills, and qualifications.

Base salary is just one part of your total rewards package. You may also be eligible for equity awards.

Benefits Summary (USA Full-Time Exempt Employees):
  • Medical, Dental, Vision, Disability, and Life Insurance
  • Flexible Spending Account / Health Savings Account Options
  • 401(k)
  • Equity
  • Sick Time, Unlimited Flexible Time Off, and Paid Holidays
  • Paid Parental Leave
  • Pre-Tax Commuter Benefit Plan
  • Team lunch in our SoMa office every Tuesday and Thursday

Benefits are subject to change at the company's discretion.
Atoms accepts applications on an ongoing basis.

Ready to join us as we serve those who serve others?

#LI-Onsite

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