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CSG

Specialty

Data Engineering, Data Science & Analytics

Every AI roadmap runs on a data team you haven't built yet.

Market reality

Based on current market postings, data engineers typically start in the $127,000-$180,750 range and data scientists in the $121,750-$182,500 range. Data engineering has increasingly become a prerequisite for serious AI deployment, which means companies chasing an AI initiative are often competing for the same data engineers.

What we vet for

Pipeline architecture at real volume. dbt, Airflow, Spark. Warehouse and lakehouse design (Snowflake, Databricks, BigQuery). Data quality and observability. For data science: whether their models ever left the notebook.

The bottleneck on your AI roadmap almost certainly isn't the model. It's the pipeline feeding it.

Delivery

Where this role can sit

US

All three engagement models.

LATAM

Contract. Excellent depth.

Pakistan

Contract. Strong for pipeline build and maintenance, ETL, and data operations at volume.

Next steps

Ready to get started?

FAQ

Frequently asked questions