Chief Data Insights Officer

19 hours ago


mangalore, India beBeeDataScientist Full time

Senior Data Science LeaderAt AdZeta, we harness the power of data to drive business success. Our team transforms raw data into actionable insights that inform strategic decisions.Data Ingestion and Processing: We collect and model data from various sources, including Shopify, GA4, ESP, CRM, and ad platforms. This involves defining event taxonomy, identity graph, and data contracts to ensure seamless integration.Feature Engineering: We design and build offline/online features for pLTV, propensity, and clustering, ensuring parity with a feature store and model registry.Machine Learning Pipeline and Training: We establish reproducible training pipelines in Python/SQL/dbt, incorporating experiment tracking, hyperparameter search, and evaluation.MLOps and Deployment: We package models (Docker) and deploy them to managed services (Vertex/SageMaker/Cloud Run), integrating CI/CD (GitHub Actions) and blue-green/rollback patterns.Orchestration: We schedule jobs with Airflow/Prefect, managing dependencies, SLAs, retries, backfills, and incremental loads.Observability: We implement DQ checks (Great Expectations/dbt tests), model performance & drift monitoring, alerting, and cost guardrails.Activation and APIs: We develop 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).Experimentation and Measurement: We partner with product/GTM on uplift tests, holdouts, and calibration to prove incremental value.Documentation and Enablement: We produce crisp runbooks, ERDs, and playbooks; teach others to self-serve.To succeed in this role, you'll need 7-10+ years of experience shipping DS/ML systems to production, fluency in Python, SQL, and one major cloud, knowledge of MLOps and orchestration, ability to design measurement plans, and communicate trade-offs with clarity.



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