PsychologyData Scientist
Institution-verified. An institution or employer email domain was confirmed for a step claimed in this pathway.Starting conditions
- Institution
- Regional Public University
- Major
- Psychology
- GPA band
- 3.8-4.0
- Graduated
- 2016–2018
- Location
- United Kingdom
- Non-target school
- No professional network
- No relevant experience
Limited exposure to the destination field at the start.
The sequence6 steps
- Coursework1 yr 1 mo
Took statistics and programming courses as electives
Took statistics and programming courses as electives. This took 13 months and was slower than expected.
Evidence for this step - Research1 yr 1 moPivotal
Ran quantitative analysis for a faculty research lab
Ran quantitative analysis for a faculty research lab. This took 13 months and was harder than expected.
Start this earlier than feels necessary.
- Application2 mo
Applied to analyst roles as an entry point
Obstacle
Applied broadly without understanding what the reviewers actually screened on.
How it was resolved
Narrowed the list and applied early in the cycle rather than late.
- Setback5 moPivotal
Rejected from every data science role for lacking engineering depth
Obstacle
The plan stalled here, and it was not obvious it would recover.
How it was resolved
Asked the people who rejected me what the specific disqualifier was, then fixed exactly that instead of everything at once.
Start this earlier than feels necessary.
Evidence for this step - Job1 yr 9 mo
Took a data analyst role deliberately as a stepping stone
Took a data analyst role deliberately as a stepping stone. This took 21 months and was slower than expected.
- Pivot3 moPivotal
Moved internally into data science
Start this earlier than feels necessary.
Evidence for this step
Outcome
Analytics role converted to data science
Reflection
Would repeat
- Starting the outreach earlier than felt comfortable.
Would skip
- The first application cycle, which I entered underprepared.
Biggest obstacle
Having no contacts in the field, which made every early step slower than it needed to be.
What was luck
- One person answered a cold email who did not have to.
Estimated cost: Roughly $14,000 across the whole transition.