Job description

Continuum is autonomous security at machine speed: discover, validate, prioritize, and remediate code vulnerabilities. You will own the evaluation and release systems that determine what ships and when. What we're looking for Strong engineering fundamentals with experience in ML or evaluation infrastructure Hands-on experience with experiment design, A/B testing, or online evaluation Comfort at the boundary of research and production Experience with agent systems, LLM evaluation, or ML pipelines is a plus Key job responsibilities Production evaluation systems Build automated pipelines that evaluate changes to Continuum's models, prompts, tools, and agent architecture. Provision realistic environments, run deployed agents, grade results, and compare candidates against baselines. Design for asynchronous, nondeterministic agent behavior. Create reusable workflows so new capabilities follow a standard evaluation and release path. Online experiments and release decisions Design Continuum's A/B testing and online evaluation system. Support shadow evaluation, canary releases, and controlled experiments. Build treatment assignment, exposure logging, guardrail metrics, stopping criteria, and rollback. Define metrics for quality, safety, latency, cost, and reliability. Build dashboards that surface regressions and produce readouts that explain what changed and what to monitor post-launch. Shipping agent capabilities Turn prototypes into production features alongside scientists and security engineers. Package changes to models, prompts, tools, planning, memory, and agent coordination behind stable interfaces. Own science-side integration end to end: APIs, data contracts, versioning, telemetry, release tests, and production requirements for tenancy, durability, scaling, and failure recovery. - 3+ years of non-internship professional software development experience - 2+ years of non-internship design or architecture (design patterns, reliability and scaling) of new and existing systems experience - 1+ years of software development engineer or related occupational experience - 1+ years of designing and developing large-scale, multi-tiered, multi-threaded, embedded or distributed software applications, tools, systems, and services using: C#, C++, Java, or Perl experience - 1+ years of Object Oriented Design experience - Bachelor's degree or foreign equivalent in Computer Science, Engineering, Mathematics, or a related field - Experience programming with at least one software programming language - 3+ years of full software development life cycle, including coding standards, code reviews, source control management, build processes, testing, and operations experience - Bachelor's degree in computer science or equivalent Amazon is an equal opportunity employer and does not discriminate on the basis of protected veteran status, disability, or other legally protected status. Our inclusive culture empowers Amazonians to deliver the best results for our customers. If you have a disability and need a workplace accommodation or adjustment during the application and hiring process, including support for the interview or onboarding process, please visit amazon.jobs for more information. If the country/region you’re applying in isn’t listed, please contact your Recruiting Partner. The base salary range for this position is listed below. Your Amazon package will include sign-on payments and restricted stock units (RSUs). Final compensation will be determined based on factors including experience, qualifications, and location. Amazon also offers comprehensive benefits including health insurance (medical, dental, vision, prescription, Basic Life & AD&D insurance and option for Supplemental life plans, EAP, Mental Health Support, Medical Advice Line, Flexible Spending Accounts, Adoption and Surrogacy Reimbursement coverage), 401(k) matching, paid time off, and parental leave. Learn more about our benefits at amazon.jobs . USA, WA, Seattle - 143,700.00 - 194,400.00 USD annually

Requirements

Must-haves

Continuum is autonomous security at machine speed: discover, validate, prioritize, and remediate code vulnerabilities. You will own the evaluation and release systems that determine what ships and when.
Strong engineering fundamentals with experience in ML or evaluation infrastructure
Hands-on experience with experiment design, A/B testing, or online evaluation
Comfort at the boundary of research and production
Key job responsibilities
Production evaluation systems
Online experiments and release decisions
Shipping agent capabilities
3+ years of non-internship professional software development experience
2+ years of non-internship design or architecture (design patterns, reliability and scaling) of new and existing systems experience
1+ years of software development engineer or related occupational experience
1+ years of designing and developing large-scale, multi-tiered, multi-threaded, embedded or distributed software applications, tools, systems, and services using: C#, C++, Java, or Perl experience
1+ years of Object Oriented Design experience
Bachelor's degree or foreign equivalent in Computer Science, Engineering, Mathematics, or a related field
Experience programming with at least one software programming language
3+ years of full software development life cycle, including coding standards, code reviews, source control management, build processes, testing, and operations experience
Bachelor's degree in computer science or equivalent
Amazon is an equal opportunity employer and does not discriminate on the basis of protected veteran status, disability, or other legally protected status.
USA, WA, Seattle - 143,700.00 - 194,400.00 USD annually

Nice-to-haves

Experience with agent systems, LLM evaluation, or ML pipelines is a plus

Application prep

Use the role’s language and application details while tailoring your materials.

Keywords to mirror

mlllmjava

Platform: amazon
Effort: medium

Benefits

Benefits detected in the listing.

Health Insurance

Dental

Vision

401(K)

Paid Time Off

Parental Leave