Mapbox dezvoltă tehnologii personalizabile de cartografiere și navigație pentru aplicații web, mobile și auto. API-urile, SDK-urile și Mapbox Studio ajută dezvoltatorii să creeze hărți interactive, să integreze date geospațiale în timp real și să adapteze experiențele de navigație pentru sectoare precum industria auto, logistica și turismul. Organizațiile folosesc, de asemenea, instrumentele de cartografiere și seturile de date Mapbox în domenii precum imobiliarele și inteligența de afaceri.
Machine Learning Engineer III, Routing Cost at Mapbox (Poland Remote)
Lead machine learning pipelines and recommendation systems for Mapbox’s navigation platform. Improve routing cost models, geospatial algorithms, and large scale data infrastructure.
Polonia102.000 $ – 153.000 $ / an
RemoteNormă întreagăSeniorLiderLimbă Obligatorie: englezăInginer de învățare automatăDescriere
- Lead end to end feature delivery across Navigation engineering teams
- Design and develop machine learning and data pipelines
- Improve existing machine learning and data pipelines
- Develop tools for automated quality checks and data exploration
- Apply geospatial algorithms to improve pipeline performance
- Develop automated tuning and outlier detection algorithms
- Work with data scientists to improve movement and traffic pattern models
- Mentor colleagues and contribute to code and design reviews
- Take part in an on call rotation to maintain 24/7 system availability
Cerințe
- Bring 8–10 or more years of backend and machine learning experience
- Have extensive experience with Python
- Have experience with distributed processing pipelines, including Hadoop, Spark, Airflow, and Dask
- Have experience working with very large datasets, including statistical analysis, data quality control, and storage optimization
- Bring extensive experience with cloud and infrastructure services, including deploying and managing cloud infrastructure
- Have experience mentoring colleagues and leading engineering teams
- Communicate effectively in writing and speech
- Collaborate with security, DevOps, data, compliance, and product teams
- Be able to join a 24/7 on call rotation, including possible weekend and after hours responses
- Integrate AI thoughtfully into engineering workflows
Beneficii
- Supportive health care
- Parental leave
- Flexibility to manage life’s unexpected demands
- An environment that supports teaching and learning
- Tools to succeed in the role and at the company
- A diverse and inclusive workplace