Abnormal Security
Abnormally-Precise, Cloud-Native Email Security
Data Platform Engineer
Location
United States
Posted
56 days ago
Salary
$123.3K - $145K / year
3 yrs expEnglishAirflowAWSPy SparkPythonSparkSQL
Job Description
• Develop reusable ingestion frameworks (Python/Airflow/AWS Glue) for APIs and unstructured sources beyond Fivetran, handling various data formats (JSON, Parquet, etc.).
• Own the end-to-end Medallion (bronze/silver/gold) architecture for core domains, ensuring robust lineage and metadata across diverse data sources.
• Implement data observability (native tests, alerts, lineage hooks); lead incident management and root-cause analysis (RCA) for data.
• Help standardize reusable “paved-road” patterns (e.g. CI templates, ingestion operators) to improve developer productivity.
• Prepare datasets for AI/LLM use cases (feature stores, embeddings/RAG prep).
Job Requirements
- 3–5+ years of data engineering with strong Python and SQL; hands-on Spark/PySpark (ideally via AWS Glue).
- Deep experience in AWS (S3, IAM, Lambda, CloudWatch) running secure, observable data workloads.
- Proficiency operating Snowflake (warehouse sizing, RBAC, resource monitors, clustering/partitioning).
- Proven governance/security patterns: masking policies, row-level security, and auditability.
- Orchestration experience (Airflow/MWAA) and event/file/API ingestion beyond managed connectors.
- CI/CD for data with GitHub Actions; test/promotion workflows; secrets and PII handling.
- Solid grasp of Medallion architecture, dimensional modeling (star schema), and data quality frameworks.
- Ownership of incident management and RCA with measurable reduction in MTTR.
Benefits
- certain roles are eligible for a bonus
- restricted stock units (RSUs)
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