Hiring managers compete for candidates who know SQL, Python and at least one BI tool such as Tableau or Power BI. Data analysts and BI developers often come from operations or finance teams. Data engineers bring pipeline and warehousing skills. Data scientists add statistics and machine learning. Many data professionals want a clear path from cleaning data to influencing decisions, and they will ask how your company uses its data before they accept an offer.
Hiring goes wrong when companies write a list of every tool they own and expect one person to know all of them. A job post that asks for Python, R, Scala, AWS, Azure, Snowflake, dbt, Tableau and Power BI narrows the pool to people who have touched each tool instead of people who can solve your actual reporting problem. Focus on the first problem the hire must solve. Another common miss is an interview loop that tests coding tricks instead of asking the candidate to walk through a real dataset.
Titles we recruit
- Data Analyst
- Data Engineer
- BI Developer
- Data Scientist
- Senior Data Analyst
- Senior Data Engineer
- Senior BI Developer
- Senior Data Scientist
How candidates are assessed
Candidates for data and analytics roles are assessed through practical work. The work sample matters. We ask for a SQL exercise that requires joins, aggregations and handling missing values. For data engineer roles, the candidate may also complete a small Python task to read a file, transform it and load it into a table. BI developer candidates walk through how they would build a dashboard from a sample dataset and explain the choices behind filters, drill downs and refresh schedules. Data scientist candidates present a past model and explain the business decision it supported. Reference checks focus on how the person worked with stakeholders to define metrics and clean up messy source data.
Where we recruit for these roles
Northeast, Midwest, South, West, and every state in between. Popular cities include New York City, Los Angeles, Chicago, Dallas, Fort Worth, Houston, San Antonio, Austin.