Program tracks
Every track is outcome-driven, mentor-led and mapped to a real hiring pipeline with WINR's industry partners.
How to choose your track
Three quick filters that usually get you the right answer.
Start from the role
Pick the job title that excites you, then work back to the track that trains for it.
Match your strengths
Logic-first people thrive in engineering tracks; communicators do well in BA and analyst tracks.
Time you can commit
10–18 hours a week across 10–18 weeks. Cohorts are paced, not self-serve.
Full-Stack Development
Basic programming logic. No prior web experience required.
- ▸ Frontend Developer
- ▸ Full-Stack Developer
- ▸ Software Engineer I
- ▸ Team collaboration app with real-time updates
- ▸ E-commerce storefront with payments
- ▸ Analytics dashboard with role-based access
Data & AI
Comfort with Python basics and school-level statistics.
- ▸ Data Analyst
- ▸ ML Engineer (Junior)
- ▸ BI Developer
- ▸ Customer churn prediction with a deployed API
- ▸ Retail sales forecasting dashboard
- ▸ Applied LLM assistant for a domain use-case
Cloud & DevOps
Familiar with Linux command line and basic scripting.
- ▸ Cloud Engineer
- ▸ DevOps Engineer
- ▸ SRE (Junior)
- ▸ CI/CD pipeline for a multi-service app
- ▸ Infrastructure-as-code deployment on AWS
- ▸ Observability stack with metrics and alerts
Cybersecurity
Networking fundamentals help but aren't required.
- ▸ SOC Analyst L1
- ▸ Security Engineer (Junior)
- ▸ GRC Analyst
- ▸ SIEM investigation lab with real attack traces
- ▸ Web app vulnerability assessment report
- ▸ Incident response playbook for a mock breach
Networking & Telecom
Curiosity about how networks and mobile systems work.
- ▸ Network Engineer (Junior)
- ▸ NOC Analyst
- ▸ Telecom Support
- ▸ Enterprise LAN/WAN design exercise
- ▸ 5G core call-flow walk-through
- ▸ Fault-triage runbook for a telecom operator
Business Analysis
Good communication skills and comfort with spreadsheets.
- ▸ Business Analyst
- ▸ Product Analyst
- ▸ Operations Analyst
- ▸ Requirements document + wireframes for a real workflow
- ▸ SQL-backed dashboard for a business KPI
- ▸ Stakeholder review presentation and sign-off
Not sure which track fits you?
Talk to an advisor — we'll match your background and goals to the right cohort.