Senior DataOps Engineer — Data Platform Reliability
Core
Ensure data services and processing workloads for ACRA and Valarie are reproducible, observable, and safe to recover.
Role type
Senior DataOps Engineer
Builds
CI/CD and GitOps workflows, reusable tooling for data pipelines, monitoring systems, and recovery procedures.
Domain
Enterprise AI infrastructure, secure data platforms, government and regulated enterprise environments.
Deliverable
production ML models
Required skills
CI/CD and GitOps workflow design, data pipeline orchestration, observability and alerting, disaster recovery planning, incident investigation, secure enclave integration.
Preferred skills
Experience with air-gapped/on-prem systems, knowledge of secrets management and identity controls.
Technologies
GitOps, CI/CD tools, data pipeline frameworks, monitoring/alerting platforms, database and messaging systems.
Responsibilities
Build and maintain CI/CD and GitOps workflows for data applications and pipelines; Develop reusable tooling for scheduling, dependency management, retries, checkpoints, replay, and backfills; Establish monitoring and actionable alerts for pipeline freshness, completeness, latency, failures, and resource usage; Operate workload-owned data services and coordinate with platform owners for shared services; Implement and exercise recovery procedures including backup restoration and failed upgrades; Integrate data workloads with identity, secrets, and network controls; Investigate production incidents and automate recurring operational work.
Seniority
Senior, hands-on IC
