BigQuery Data Specialist

4 days ago

Hyderabad, India Tata Consultancy Services Full time

Experience: 5-10years


Location: Hyderabad


Google Cloud + Ingestion:

Experience on BigQuery, Cloud Storage or equivalent cloud platforms

Knowledge of BigQuery ingress and egress patterns

Experience in writing Airflow DAGs

Knowledge of pubsub,dataflow or any declarative data pipeline tools using batch and streaming ingestion

Other GCP Services: Vertex AI, Model Registry, Secret Manager, KMS, Composer, KubeFlow,

Container Registry, Artefact Registry, Cloud Build, Cloud Run, OAuth2.0, Scheduler, GKE, Model Registry, MIG, Cloud Function, Pub/Sub

Extensive experience in Google Cloud Platform (GCP) and related services (e.G. IAM, BigQuery, cloud storage, functions, compute).

Creating data models and standard patterns for big data (ingestion, storage, analytics, etc.)



Data Warehousing (BigQuery)



Strong SQL and data analysis skills

Experience on BigQuery, using partitions, clustering, arrays (atleast one level) and struct

Understanding of Bigquery quotas, service accounts and query types/patterns

(append, replace, partition types,unnest, aggregate to create arrays, Analytic functions) - Ability to write and optimise queries on BigQuery using best practises

Experience in design and implementation of ELT or dataflow pipelines (using Google Dataflow or similar tool)

Understanding of nested data sources (json)

Exposure and understanding of bigdata processing

Data Modelling experience to define target data warehouse model from source till business/reporting layer

Proficient ETL/ELT experience in workflows, data modelling and data pipelines



Programming

Strong python programming experience in using Google Cloud python client libraries

Unix Shell scripting experience to automate operational activities


Visualisation

- Analytic visualisations through datastudio (or equivalent), Time series, Box Plot, Drill down. Experience in real-time analytics

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