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Описание вакансии
Текст:
TL;DR
Software Engineer (Platform) (AI infrastructure): Building internal deployment platforms, release pipelines, and rollout safety mechanisms for AI infrastructure across Kubernetes clusters and global regions with an accent on continuous deployment, GitOps, and progressive delivery. Focus on designing canary releases, automated health evaluation, safe rollbacks, and autonomous deployment workflows.
Location: Hybrid in San Francisco, Montreal, New York, or Toronto
Salary: $165,000–$330,000 per year, plus equity
Company
Baseten provides applied AI infrastructure and developer tooling that help AI companies deploy machine learning models into production.
What you will do
- Design and build continuous deployment infrastructure for changes across Kubernetes clusters and global regions.
- Develop progressive delivery systems, including canary releases, staged rollouts, and automated rollback.
- Improve release velocity by reducing pipeline friction and automating manual operational workflows.
- Partner with product and infrastructure teams to make services deployable, observable, and resilient at scale.
- Implement GitOps, infrastructure-as-code, and progressive delivery methodologies.
- Build automated deployment health evaluation using metrics, logs, traces, and alerts to detect regressions and trigger safe rollbacks.
Requirements
- Strong proficiency in Go and/or Python.
- Experience with Kubernetes-based deployment systems at scale.
- Experience building or operating continuous deployment platforms.
- Familiarity with GitOps tooling such as ArgoCD or Flux.
- Commitment to safe production rollouts and minimizing blast radius.
- Ability to work independently on ambiguous, high-impact infrastructure challenges.
Nice to have
- Experience developing open-source developer tools.
- Interest in agent-assisted or autonomous deployment workflows using modern AI tooling.
Culture & Benefits
- Competitive compensation with meaningful equity.
- Medical, dental, and vision insurance fully covered for employees and dependents.
- Flexible PTO and a company-wide Winter Break from Christmas Eve through New Year's Day.
- Paid parental leave and a fertility and family-building stipend.
- Company-facilitated 401(k) and exposure to a range of ML startups.
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