Data Scientist Architect

1 week ago

Aurangābad, India beBeeMachineLearning Full time

Unlock Data PotentialWe're looking for a skilled professional to unlock profit signals from data lakes and integrate them seamlessly with ad stacks.This role requires a builder-owner who takes ownership, accountability, and thrives in 0 → 1 execution.You'll be responsible for owning the entire end-to-end ML pipeline and orchestration layer — from raw data → features → models → deployment → monitoring → activation.Data Management & EngineeringIn this role, you'll ingest and model data across Shopify/GA4/ESP/CRM/ad platforms; define event taxonomy, identity graph, and data contracts.You'll build offline/online features for pLTV, propensity, and clustering; ensure parity with a feature store (e.g., Feast) and model registry (e.g., MLflow).Machine Learning Pipeline & TrainingStand up reproducible training pipelines (Python/SQL/dbt) with experiment tracking, hyperparameter search, and evaluation.Packaging models (Docker), deploying to managed services (Vertex/SageMaker/Cloud Run), wiring CI/CD (GitHub Actions) and blue-green/rollback patterns are also key responsibilities.MLOps & DeploymentSchedule jobs with Airflow/Prefect; manage dependencies, SLAs, retries; design backfills and incremental loads.Implement DQ checks (Great Expectations/dbt tests), model performance & drift monitoring, alerting, and cost guardrails to ensure optimal operations.Activation & APIsShip fast, robust services (FastAPI/Cloud Functions) to push signals into Meta CAPI, Google Ads (EC/OCI), TikTok Events API or via reverse ETL (Hightouch/Census).Partner with product/GTM on uplift tests, holdouts, and calibration to prove incremental value.],

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    Aurangābad, India beBeeDataArchitecture Full time

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    Aurangābad, India beBeeData Full time

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    Aurangābad, India beBeeMachine Full time

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