Careers at Avernsys · Data & Machine Learning
Machine Learning Engineer
Apply by Oct 1, 2026
About the role
Avernsys is an American software company in Palo Alto. We build custom software and SaaS platforms for large companies and government agencies, and we make Rotasal, route optimization for delivery fleets. Our engineers, scientists, designers and sellers work together on hard, real-world problems, and every hire shapes what we build next.
Good routes depend on good predictions: how long a stop takes, how traffic behaves at 8 a.m., which orders will show up tomorrow. You'll build those models and the pipelines that train, evaluate, and serve them inside the optimization loop.
What you'll do
- Build and productionise models for travel-time, service-time, and demand prediction.
- Design feature pipelines, training jobs, evaluation, and monitoring.
- Work with the optimization team to feed predictions into the routing engine.
- Measure real-world impact and iterate with customer data.
What we're looking for
- Experience taking ML models from notebook to production.
- Strong Python and solid software engineering habits; comfort with SQL.
- Grounding in statistics and evaluation — you know when a model is actually better.
- Working proficiency in English.
Nice to have
- Experience with geospatial or time-series data.
- Familiarity with optimization or logistics.
Compensation & benefits
Salary$175,000 / yr
- US visa sponsorship
- Health insurance
- Performance bonus
- Overtime pay
- Meals
- Shuttle
At a glance
- Team
- Data & Machine Learning
- Workplace
- On-site
- Location
- Palo Alto, CA
- Type
- Full-time
- Salary
- $175,000 / yr
- Posted
- Aug 17, 2026
- Apply by
- Oct 1, 2026
Apply for this position
Your application goes straight to our hiring team. We reply to everyone.
Prefer email? Send your CV and a few lines about yourself to [email protected].