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Senior Data Reliability Engineer
EPAM Systems
Remote · UkraineSalary not disclosedfull-timeEPAM Systems Careers (remote abroad)
EPAM's Operational Intelligence practice is expanding from classic infrastructure and application observability into Data & AI Reliability Engineering. We are looking for a Data Reliability Engineer who will apply SRE principles to data pipelines and data platforms — moving our clients from reactive firefighting to proactive management of data quality, so that data stays accurate, complete, fresh and available end-to-end.
Responsibilities
- Design and implement end-to-end data observability across pipelines and data platforms, covering the core data quality pillars: freshness, volume, schema, completeness and accuracy
- Embed automated data quality checks into CI/CD pipelines and orchestrators (e.g., dbt tests, Great Expectations, native platform checks)
- Configure anomaly detection — including dynamic and ML-based thresholds — for data drift, volume anomalies and pipeline failures
- Define, measure and report Data SLIs, SLOs and error budgets together with business and data product stakeholders
- Perform root cause analysis by tracing data lineage upstream to the exact origin of a failure; drive problem management so incidents do not recur
- Design architectural guardrails for data pipelines: circuit breakers, dead-letter queues, retry and rollback mechanisms, self-healing patterns
- Implement monitoring and alerting as code (Terraform / GitOps) instead of manual UI configuration
- Reduce alert noise through event correlation, tagging standards and actionable alert design
- Build reusable data quality and observability frameworks, templates and accelerators adopted by multiple data product teams
- Lead post-incident reviews and translate learnings into systemic platform improvements
Languages
- Work format
- Remote
- Seniority
- Senior
- Posted
- 29 Sept 2026
- Last verified
- In the last 5 days
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