Datadog
Senior AI Engineer- APM Experiences
Rol remoto de Dev Eng con fit claro de ubicación del candidato.
PublicadoAgregado recientemente
Países elegibles2 países aceptados
Señal de senioritySenior
Modelo de trabajoRemoto
Ubicaciones aceptadas para candidatos
CanadáEstados Unidos
Resumen del rol
Senior AI Engineer- APM Experiences
Requisitos y responsabilidades
Contenido del rol extraído en secciones para revisar más rápido.
The opportunity
- Debug and investigate application performance issues down to the root cause, as both a developer assistant and a fully autonomous agent
- Proactively recommend performance and reliability-based optimizations to prevent the next incident
- Automatically create intelligent monitors and SLOs for the most important business flows and critical paths
What you’ll do
- Shape AI experiences for APM. Design and ship LLM/agentic workflows that analyze traces, metrics, logs, and other telemetry to generate diagnoses, explanations, and guided fixes.
- Own the full loop. Prototype quickly, define success metrics and evals, run experiments, iterate, and ultimately productionize for scale and reliability.
- Build robust agent systems. Develop tools, retrieval and planning strategies, and guardrails; manage prompts/evals; design fallbacks and human‑in‑the‑loop paths.
- Integrate with Datadog’s platform. Leverage surfaces like Trace Explorer, Service Catalog, monitors, and workflows to deliver end‑to‑end value in the APM UI.
- Partner deeply. Collaborate with PM, Design, and partner teams to build cohesive experiences.
- Raise the bar on engineering. Write performant, maintainable backend code, own services in production, and improve reliability for high‑throughput, low‑latency data systems.
Who you are
- 4+ years building backend or real-time ML systems; you value simplicity, correctness, and performance
- Proven experience delivering LLM/agent features to production (prompting, tooling, evals, safety/guardrails)
- Comfortable owning user journeys, iterating from prototype → alpha → GA, and measuring impact with clear product metrics
- You have demonstrated ability to use AI coding tools in day-to-day workflows and validate, critique, and refine AI-generated output
- You’re motivated to push the boundaries of how AI can improve software engineering best practices and contribute to building AI-enabled products
Who you are
- Solid grasp of the ML lifecycle (task definition, dataset collection, modeling, evaluation, deployment, iteration) and statistics (experiment design, confidence intervals)
- Experience choosing/modeling the right technique for the job (e.g., anomaly detection, ranking/recommendation, NLP), and knowing when a heuristic beats a model
- Fluency with offline/online evals for AI systems; can build reliable golden sets and automatic regressions
Who you are
- Experience with microservices performance: tracing, latency breakdowns, concurrency, and resiliency patterns
- Proficient in Go, Java, or Python; strong API/service design; production ops (monitoring, alerting, on‑call rotation)
Who you are
- Hands‑on with distributed tracing stacks (OpenTelemetry/Datadog APM), profilers, and logs/metrics pipelines
- Exposure to planning/agent frameworks, tool‑use orchestration, RAG, and retrieval/indexing for observability data
- Familiarity with SLO/SLA practices and incident response
Benefits and Growth:
- Get to build tools for software engineers, just like yourself. And use the tools we build to accelerate our development.
- Have a lot of influence on product direction and impact on the business.
- Work with skilled, knowledgeable, and kind teammates who are happy to teach and learn.
- Competitive global benefits.
- Continuous professional development.
Roles similares
Mantén una lista de respaldo.
Java, Python USA
Application Security Engineer (Tech Lead)Morgan StanleyVer rol Java, Python USA
Application Security Engineer (Middle)Morgan StanleyVer rol Java, Python USA
Application Security Engineer (Senior)Morgan StanleyVer rol Java, Python 1 país aceptado
Application Security Engineer (Tech Lead)Morgan StanleyVer rol Stack
Usa estas tags para comparar roles remotos similares.
Elegibilidad de ubicación
Candidatos deberían aplicar solo cuando el país del perfil aparece aquí.
Tu perfilPaís no definidoInicia sesión para comparar tu país con este rol.
Flujo de contratación
WithMira muestra el rol y luego envía candidatos a la aplicación de la empresa.
1Revisa fit del rol, stack y elegibilidad de ubicación en WithMira.
2Abre la página de aplicación de la empresa desde el link rastreado.
3Guarda el rol o suscríbete a oportunidades similares antes de salir.