What does a Data Scientist
actually do all day?
top skill Reading Comprehensioncore tasks 6median pay $120,230AI exposure 46/100
Data Scientists is moderately paced, desk-bound, some people contact work. Precision matters a lot here.
What this job actually does all day
The representative tasks O*NET analysts recorded for this role — not a glossy job ad, the real work.
- Generate standard or custom reports summarizing business, financial, or economic data for review by executives, managers, clients, and other stakeholders.
- Maintain or update business intelligence tools, databases, dashboards, systems, or methods.
- Manage timely flow of business intelligence information to users.
- Provide technical support for existing reports, dashboards, or other tools.
- Identify and analyze industry or geographic trends with business strategy implications.
- Document specifications for business intelligence or information technology reports, dashboards, or other outputs.
Skills & environment
Bars are O*NET importance/intensity ratings, scaled 0–100 so you can compare at a glance.
The skills it demands most
What the environment feels like
Deadline pressure: constant deadline pressureConflict & friction: rarely deals with conflictNeed to be exact: precision is criticalTime spent sitting: mostly sitting at a deskContact with people: constantly dealing with people
Go deeper on this role
How this is built. Tasks, skills, and work-environment ratings come from the
U.S. Department of Labor's O*NET occupational analysis — job analysts survey real workers, so this is the
closest thing to "what the job is actually like" in public data. Skill scores are O*NET Importance
ratings (0–5) and environment measures are Context ratings (0–5), both rescaled to 0–100 here for
easy reading. This task-and-skill detail comes straight from the O*NET database — it's
pulled straight from the survey, not invented. Figures describe the typical role, not any one person's job.
