Hire Apache Airflow vs dbt developers

Side-by-side hiring data for Apache Airflow and dbt - salary bands, ecosystem skills, what each engineer actually ships, and how to brief Haystack for either.

Data & AI

Apache Airflow

Airflow engineers who design DAGs you can actually debug at 3am.

Mid-level base · UK£70k–£90kJunior £50k–£60k · Senior £95k–£135k
Ecosystem
PythondbtSparkKubernetesMWAACloud Composer
What they ship
  • Idempotent DAGs orchestrating dbt, Spark and warehouse loads
  • Custom operators and sensors for in-house systems
  • Backfills, SLAs and alerting wired into PagerDuty / Slack
Hire Apache Airflow developers
Data & AI

dbt

Analytics engineers who treat dbt projects like real software.

Mid-level base · UK£70k–£90kJunior £50k–£60k · Senior £95k–£135k
Ecosystem
SQLJinjaSnowflakeBigQueryAirflowGitHub Actions
What they ship
  • Layered dbt projects with staging, intermediate and mart models
  • Test coverage, freshness checks and exposures wired into CI
  • Incremental models that survive large backfills
Hire dbt developers

Apache Airflow vs dbt - at a glance

DimensionApache Airflowdbt
CategoryData & AIData & AI
Mid-level UK base£70k–£90k£70k–£90k
Senior UK base£95k–£135k£95k–£135k
Best forIdempotent DAGs orchestrating dbt, Spark and warehouse loadsLayered dbt projects with staging, intermediate and mart models
Core ecosystemPython, dbt, Spark, KubernetesSQL, Jinja, Snowflake, BigQuery
First shortlist24 hours24 hours

Apache Airflow vs dbt - common hiring questions

Is Apache Airflow or dbt easier to hire for in 2026?

Both Apache Airflow and dbt have active talent pools on Haystack. We see first shortlists for Apache Airflow and dbt land within 24 hours of kick-off, with the median Apache Airflow hire closing in 14-21 days alongside comparable dbt roles.

What does a Apache Airflow developer cost vs a dbt developer?

Mid-level Apache Airflow engineers anchor around £70k–£90k UK base, with seniors reaching £95k–£135k. dbt engineers sit around £70k–£90k mid and £95k–£135k senior. German bands run 5-20% higher in EUR and US bands 40-50% higher in USD.

Which ecosystem libraries should I screen for - Apache Airflow or dbt?

For Apache Airflow we look for working experience with Python, dbt, Spark. For dbt the equivalents are SQL, Jinja, Snowflake. Both ecosystems get surfaced on every Haystack profile so you can filter on exact tooling.

Can the same engineer cover both Apache Airflow and dbt?

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.

Should I bet on Apache Airflow or dbt for a greenfield project?

Pick on hiring depth, your team's current strengths and the ecosystem fit. Apache Airflow suits idempotent dags orchestrating dbt, spark and warehouse loads; dbt suits layered dbt projects with staging, intermediate and mart models. We can shortlist both in parallel so you can interview against the same brief.

Do you cover senior and staff Apache Airflow and dbt engineers?

Yes - the full ladder from junior through staff/principal in both Apache Airflow and dbt. The kick-off call captures the level and shipped-work bar you need, and shortlists are filtered accordingly.

Brief Haystack on Apache Airflow or dbt - or both

Tell us the role, level and salary band. We'll send shortlists for either stack within 24 hours.