Application Guide
How to Apply for Senior AI Engineer, AI Labs
at Via Transporation
🏢 About Via Transporation
Via Transportation is unique as it transforms antiquated public transit systems into smart, data-driven networks using cutting-edge software, with hundreds of agency partners globally. Working here means contributing to a mission that directly improves access to jobs, healthcare, and education through technology, while being part of the leading transportation technology provider worldwide.
About This Role
As a founding member of Via's new AI Labs, this Senior AI Engineer role involves building production-grade AI products end-to-end, from problem framing to deployment, with autonomy and direct access to leadership. You'll operate in an incubator-style team, experimenting boldly to create AI-powered solutions that could fundamentally change how Via and partner cities operate.
💡 A Day in the Life
A typical day might involve collaborating with AI Labs teammates to frame a new transportation problem, designing data pipelines for a novel AI solution, and working directly with Via's partner agencies to understand their operational challenges. You'd likely split time between rapid prototyping of AI models and planning production deployment strategies for solutions that could scale across Via's global network.
🚀 Application Tools
🎯 Who Via Transporation Is Looking For
- Has proven experience building and shipping AI products end-to-end in production environments
- Thrives in startup-like settings with autonomy, moving fast and experimenting boldly
- Can work forward-deployed with partners, deeply understanding transportation challenges
- Is energized by having a 'blank canvas' to innovate within a scaled company's resources
📝 Tips for Applying to Via Transporation
Highlight specific AI products you've built end-to-end, emphasizing your role from problem framing through deployment
Demonstrate experience working in incubator or startup environments where you had significant autonomy
Show how you've worked forward-deployed with partners or clients to deeply understand domain problems
Include examples of bold experimentation and moving fast in previous roles
Connect your experience to transportation, logistics, or urban mobility challenges specifically
✉️ What to Emphasize in Your Cover Letter
['Your experience building AI products from conception to production deployment', 'Examples of working in autonomous, fast-moving environments similar to startup incubators', 'How you approach problem framing and working closely with partners to understand domain challenges', "Why you're specifically excited about transforming public transportation systems through AI"]
Generate Cover Letter →🔍 Research Before Applying
To stand out, make sure you've researched:
- → Via's existing transportation platform and how it currently serves agency partners
- → The specific challenges in public transportation that AI could address (e.g., routing optimization, demand prediction)
- → Via's company culture and how the 'startup within a company' model operates
- → Recent news about Via's expansion and partnerships with cities globally
💬 Prepare for These Interview Topics
Based on this role, you may be asked about:
⚠️ Common Mistakes to Avoid
- Focusing only on AI model development without demonstrating end-to-end product ownership
- Presenting yourself as needing structured guidance rather than thriving in autonomous environments
- Showing generic interest in AI without connecting it specifically to transportation or Via's mission
📅 Application Timeline
This position is open until filled. However, we recommend applying as soon as possible as roles at mission-driven organizations tend to fill quickly.
Typical hiring timeline:
Application Review
1-2 weeks
Initial Screening
Phone call or written assessment
Interviews
1-2 rounds, usually virtual
Offer
Congratulations!
Ready to Apply?
Good luck with your application to Via Transporation!