AI-Generated 90-Day Career Plans You Can Execute
Paste a job description or share your goals to see skill gaps, weekly modules, and portfolio deliverables. PathGen co-creates a 90-day roadmap you can ship.
Preview the full plan without signing in
What is PathGen
PathGen turns any job description into a personalized 90-day plan with weekly tasks, resources, deliverables, and rubrics for data talent.
- JD-Driven PlanningPaste a JD to extract required skills, missing gaps, and recruiter-ready keywords.
- Adaptive Skill MapBaseline SQL, visualization, stats, and Python in minutes and let PathGen rebalance the roadmap.
- Evidence-First OutputEvery weekly card includes resources, deliverables, rubrics, and estimated hours tailored to your schedule.
Why data analysts trust PathGen
Made for career switchers who need clarity, proof of work, and momentum to interview.
How PathGen works
From JD to weekly execution in under five minutes.
Everything you need to change roles
PathGen ships with automation, accountability, and content to help you deliver.
Skill gap matrix
See must-have vs nice-to-have skills mapped directly to weekly modules.
Resource library
Mix of curated free and paid resources aligned to each module and your budget.
Portfolio templates
Download rubrics and templates for dashboards, experiment readouts, and reports.
Progress tracking
Log completed modules and prompt PathGen to regenerate the next sprint.
PDF & email exports
Share a polished plan with mentors, managers, or peers in one click.
Stripe-powered upgrades
Unlock Pro for PDF exports, extra JD matches, and re-tests in a single checkout.
Learners stay accountable with PathGen
Fast iterations, stronger deliverables, confident interviews.
Plans generated
3,200+
since beta
Avg. weekly hours
7.8
committed by users
Portfolio completion
84%
ship at least 3 projects
What career switchers say
Stories from non-traditional analysts who executed their PathGen plan.
Lina Zhao
Marketing → Data Analyst
I pasted a fintech JD and PathGen highlighted every SQL and retention metric I was missing. The weekly plan made procrastination impossible.
Mason Reed
Ops Manager → Product Ops
The JD Matcher plus portfolio rubrics helped me speak the same language as hiring managers. I closed two offers in six weeks.
Priya Singh
Customer Success → Analytics
I only had five hours per week. PathGen rebalanced everything so I still shipped two dashboards and an experiment readout.
Diego Martins
Bootcamp Graduate
The 7/30-day re-tests forced me to revisit weak areas. The PDF export made peer reviews frictionless.
Can I use PathGen without signing in?
Yes. You can generate and inspect a full 90-day plan before creating an account. Sign in to save, share, and re-test.
What roles are supported today?
We currently support Data Analyst and Product Operations tracks. Growth and marketing analytics roadmaps are next.
How accurate is the skill gap analysis?
We combine a curated skills graph with LLM extraction. You can tweak any module and PathGen learns from the adjustments.
Do you only recommend paid resources?
No. Toggle between free-only or mixed resources. Pro users can unlock premium playlists if desired.
What happens after I complete the plan?
Export your deliverables, book a re-test, or paste a new JD to regenerate a focused improvement sprint.
Generate your first PathGen plan
Paste a JD, pick your hours, and ship a portfolio employers trust.
