Analytics Engineer III

About this role

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Skills you'll use

What you'll do

• Data & Lakehouse Engineering
• Design and operate end-to-end data products — ingestion → medallion architecture → transformation → serving → CI/CD → observability — on Databricks at enterprise scale
• Build production-grade Lakehouse pipelines using Delta Lake (OPTIMIZE, ZORDER, liquid clustering, CDF), Unity Catalog, Workflows, Delta Live Tables, and Structured Streaming
• Deploy using Databricks Asset Bundles (DABs); write modular Python code with secure credential management via service principals, secret scopes, and IAM
• Define and enforce data engineering standards — versioned pipelines, data contracts, automated quality gates, lineage, and standardized project templates
• Drive Databricks optimization — cluster sizing, Photon, autoscaling, and SQL warehouse tuning
• ML Engineering & MLOps
• Design and operate end-to-end ML pipelines — feature engineering, model training, evaluation, deployment, serving, and monitoring — with emphasis on scalability and reliability
• Build and maintain MLOps platform components — experiment tracking, model registries, CI/CD for ML, feature stores, and containerized environments
• Define CI/CD strategy for ML — model validation gates, canary/shadow deployments, automated rollback, and high-availability inference patterns

Who can apply

• DomainKey SkillsDatabricksDelta Lake, Unity Catalog, Workflows, DLT, Databricks SQL, Structured Streaming, DABs, Lakehouse MonitoringMLOps ToolingMLflow, Dagster/Airflow/Kedro, DVC, Feast, Hydra/OmegaConfCloud & InfraAWS (SageMaker, EKS, S3, IAM) and/or Azure (AzureML, AKS, ADLS); Kubernetes; DockerCI/CD & HygieneGitHub Actions, pre-commit, Ruff, nox, uv/Poetry, PytestProgrammingExpert Python & SQL; PySpark; data modeling (dimensional, Data Vault, medallion)Data Toolingdbt, Polars, Pandas, DuckDBML ServingFastAPI, BentoML, Triton, KServeMonitoringEvidently, Great Expectations, Pandera, Prometheus, GrafanaAI-AugmentedClaude Code, Copilot; LLMOps, RAG, vector databasesGovernanceUnity Catalog, IAM, secrets management, GxP/HIPAA

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