Drift

Drift

60 jobs near Columbus, OH

API & Backend Engineering: Develop secure, high-performance backend APIs (primarily FastAPI/Python ... drift, and accuracy metrics). Governance & Compliance: Ensure all AI components strictly adhere ...

Build the infrastructure for continuous eval monitoring frameworks (regression/drift monitoring ... years of backend engineering experience at product-driven companies (excluding internships)

Build the infrastructure for continuous eval monitoring frameworks (regression/drift monitoring ... years of backend engineering experience at product-driven companies (excluding internships)

... without drift or double‑bookings * Model data in Postgres with Prisma; use Redis, Kafka, and ... building production backend systems, with deep Node.js and TypeScript experience * Strong ...

WI · On-site

$100 - $125/hr

Bidra til kunnskapsdeling og videreutvikling av Avos fagmiljø innen AI-engineering Du blir ikke ... Du er opptatt av kvalitet: testing, sikkerhet og løsninger som tåler drift * Du kommuniserer godt ...

NY · On-site

$60 - $80/hr

... drift across stack templates, grafana.com state, Hosted Grafana, and actual customer stack ... Care deeply about developer and user experience and the quality of the products that you work on

Backend and Integration Engineering: Build backend services in Python or Node that orchestrate ... and drift signals in the product UI; enable feedback collection from users to improve system ...

You'll work closely with ML engineers, backend engineers, and Forward Deployed Engineers to define ... drift over time. * Familiarity with LLM-specific failure modes: hallucination, prompt injection ...

You'll work closely with ML engineers, backend engineers, and Forward Deployed Engineers to define ... drift over time. * Familiarity with LLM-specific failure modes: hallucination, prompt injection ...

You'll work closely with ML engineers, backend engineers, and Forward Deployed Engineers to define ... drift over time. * Familiarity with LLM-specific failure modes: hallucination, prompt injection ...

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Senior Backend Engineer, Deployment Environments

GitLab

Remote

Full-time

Re-posted 18 days ago


Job description

An overview of this role

As a Senior Backend Engineer in GitLab's Platform Enablement organization, you will help make GitLab easier to deploy, validate, and operate across environments. This team is centered on two major areas: Cloud Native deployment guidance and ephemeral environments.

You'll help shape GitLab's next generation of self-managed deployment guidance as Reference Architectures evolve toward a model based on deployment patterns, workload characterization, component requirements, topology guidance, and scaling principles.

You'll also help improve production-like ephemeral environments so teams can validate changes earlier, test against infrastructure and deployment conditions that more closely reflect real-world operation, and reduce drift between development, CI, and production. This includes shaping the tooling, workflows, and platform contracts that make these environments more consistent, more repeatable, and more useful to engineers building and shipping across GitLab's different deployment models.

Current projects

Deployment Environments is currently focused on:

  • Evolving GitLab's self-managed deployment guidance beyond legacy Reference Architectures into a clear Cloud Native model.
  • Improving production-like ephemeral environments for earlier, higher-confidence validation.
  • Supporting a platform model where services declare requirements, operators satisfy them, and shared artifacts work across GitLab.com, Dedicated, and Self-Managed.
What you'll do

In this role, you'll:

  • Build tooling and workflows for cloud-native and self-managed deployment environments.
  • Contribute to Cloud Native deployment guidance, including component requirements, architecture patterns, topology guidance, and scaling principles.
  • Improve ephemeral environments that bring validation closer to production reality.
  • Work across application, infrastructure, and platform boundaries to keep deployment artifacts and environment contracts consistent from development through production.
  • Partner with related teams on packaging, testing, delivery workflows, and customer-facing deployment guidance.
What you'll bring
  • Strong backend engineering experience, ideally with Kubernetes-based systems, distributed applications, or platform engineering
  • Experience with deployment architecture, environment management, or cloud-native operations
  • Comfort working at the boundary of developer workflows and production infrastructure
  • Good systems thinking around service dependencies, deployment patterns, and infrastructure abstraction.
  • A collaborative, pragmatic approach to building durable platform capabilities
About the team

The Deployment Environments team helps make GitLab easier to deploy and easier to validate across development, CI, GitLab.com, Dedicated, and Self-Managed. Its work spans Cloud Native deployment guidance, ephemeral environments, and the platform contracts that reduce drift across the software lifecycle.