Databricks
Databricks engineers who can build a real lakehouse, not just a notebook.
- Medallion architectures (bronze/silver/gold) on Delta Lake
- Unity Catalog governance for multi-team workspaces
- MLflow-tracked training and serving pipelines
Cloud data platforms - which engineers do you actually need?
Databricks engineers who can build a real lakehouse, not just a notebook.
Snowflake engineers who own modeling, performance and the credit bill.
Both Databricks and Snowflake have active talent pools on Haystack. We see first shortlists for Databricks and Snowflake land within 24 hours of kick-off, with the median Databricks hire closing in 14-21 days alongside comparable Snowflake roles.
Mid-level Databricks engineers anchor around £80k–£105k UK base, with seniors reaching £110k–£155k. Snowflake engineers sit around £75k–£100k mid and £105k–£150k senior. German bands run 5-20% higher in EUR and US bands 40-50% higher in USD.
For Databricks we look for working experience with Spark, Delta Lake, Unity Catalog. For Snowflake the equivalents are SQL, dbt, Snowpark. Both ecosystems get surfaced on every Haystack profile so you can filter on exact tooling.
Often yes - particularly when both stacks live in the same category (Data & AI vs Data & AI). On Haystack we let you require both as primary or secondary skills; senior generalists typically carry one as their main stack and one as supporting.
Pick on hiring depth, your team's current strengths and the ecosystem fit. Databricks suits medallion architectures (bronze/silver/gold) on delta lake; Snowflake suits layered warehouse models (staging → marts) with dbt on top. We can shortlist both in parallel so you can interview against the same brief.
Yes - the full ladder from junior through staff/principal in both Databricks and Snowflake. The kick-off call captures the level and shipped-work bar you need, and shortlists are filtered accordingly.
Pairs other teams considered alongside this one.
Tell us the role, level and salary band. We'll send shortlists for either stack within 24 hours.