Data Engineer vs Mental Health and Substance Abuse Counselor: Career Comparison
Choosing between Data Engineer and Mental Health and Substance Abuse Counselor? This side-by-side compares salary, outlook, education, skills, and what the work actually looks like day-to-day. Data Engineer typically pays more at the median. Both are research-backed Qoollege career guides — read either in full below.
Side-by-side
Higher salary ceiling: Data Engineer. Faster projected growth: Data Engineer. Same education level: no.
| Attribute | Data Engineer | Mental Health and Substance Abuse Counselor |
|---|---|---|
| Salary range | $106k – $179k | $37k – $67k |
| Outlook & demand | Strong · +21% by 2034 | Very high · +17% by 2034 |
| Education level | Bachelor | Master |
| Top skills | Coding, SQL, Cloud Systems, Problem-Solving, Teamwork | Empathy, Active Listening, Communication, Patience, Confidentiality |
| Where they work | tech companies, finance, healthcare, retail, manufacturing, cloud and software firms | outpatient care centers, individual and family services, offices of other health practitioners, residential treatment facilities, psychiatric and substance abuse hospitals |
| Day-to-day work | A data engineer’s day usually centers on building, testing, and improving the systems that move data from one place to another. The work is technical, detail-heavy, and often collaborative, since data engineers need to support analysts, scientists, software teams, and business users. | Daily work is people-centered and often involves careful listening, trust-building, and steady follow-up. Counselors may meet with clients one-on-one, talk through difficult emotions, and help them make realistic plans for recovery or mental health support. |
| Education routes | 4-year degree; Bootcamp plus portfolio; Self-taught plus projects; Career transition from software or IT | Master's degree in counseling or a related field; Bachelor's degree plus graduate counseling training; Related human services or psychology degree first |
| Projected growth | +21% | +17% |