Hiring guides and specialist placement for ai & machine learning roles.
A practical 2026 guide to hiring a Kafka data engineer, covering skills, salary ranges, sourcing, CV screening, interviews, red flags and hiring timelines. Designed for engineering leaders who need reliable real-time data systems.
A practical 2026 hiring guide for finding an experienced Databricks data engineer, including skills to screen, realistic salary ranges, sourcing channels, interview questions and red flags.
A practical 2026 guide to finding and hiring a good Redshift engineer, including skills to screen for, salary guidance, sourcing channels, interview questions and red flags.
A practical 2026 hiring guide for finding, screening and appointing a production-ready BigQuery engineer. Covers skills, sourcing, salaries, interviews, red flags and hiring timelines.
A practical 2026 guide to finding and hiring a good Snowflake engineer, including skills to screen for, salary ranges, sourcing channels, interview questions and red flags.
A practical 2026 hiring guide for finding an experienced streaming data engineer, including skills to screen for, salary ranges, sourcing channels, interviews, red flags and timelines.
A practical 2026 hiring guide for finding a good data pipeline engineer, including skills to screen for, salaries, sourcing channels, interview questions, red flags and timelines.
A practical 2026 guide to finding and hiring an experienced ETL developer, including skills to screen for, sourcing channels, salaries, interviews and hiring timelines. Built for data, AI and engineering leaders who need production-ready pipeline expertise.
A practical 2026 guide to finding and hiring a good dbt engineer, covering skills, sourcing, salaries, assessments, interview questions and red flags.
A practical 2026 guide to hiring the best Airflow engineer, including skills to screen for, salary ranges, sourcing channels, interview questions and red flags. Learn how to assess production-ready Airflow talent for reliable data and ML pipelines.
A practical 2026 guide to finding and hiring a good Hadoop engineer, including skills to screen, sourcing channels, salaries, rates, interviews and red flags. Built for hiring managers who need production-ready Hadoop, Spark and data platform capability.
A practical 2026 hiring guide for finding an experienced Spark engineer, including skills to screen for, sourcing channels, interview questions, salaries, rates and hiring timelines.