Facebook pixel

Senior Software Engineer
Machine Learning Platform, Motion Planning, Remote
Posted on 6/30/2022
INACTIVE
Locations
Remote
Experience Level
Entry
Junior
Mid
Senior
Expert
Desired Skills
AWS
Google Cloud Platform
C/C++/C#
Management
Microsoft Azure
Pytorch
Python
Requirements
  • Bachelors, Masters, or PhD degree in Machine Learning, Computer Science, Robotics, or a related field
  • 5+ years of software development experience
  • Python
  • AWS, Azure, or GCP
  • Experience in processing and analyzing petabytes of data
  • Experience in working on large project spanning across multiple teams
  • Knowledge of software engineering principles including software design, source control management, build processes, code reviews, testing methods
Responsibilities
  • Create pipelines to annotate data with semantic labels and automatically mine and analyze the underlying data distribution with respect to model errors
  • The pipelines you will be working on are scaled to hundreds of machines collected from thousands of hours of real-world driving data
  • Create tools for more efficient data manipulation, analysis, and visualization
  • Automate mining, re-training, and error analysis workflows
  • Create dashboard and metrics to evaluate performance of ML models and its influence on autonomous vehicle performance
  • Scale cloud-based applications
  • Contribute to cutting edge motion planning and deep learning systems with improved software architecture, new tools, and overall code-quality guidance
Desired Qualifications
  • C++
  • Model training and model performance analysis
  • PyTorch or other deep learning frameworks
Motional

501-1,000 employees

Designer & manufacturer of autonomous vehicles
Company Overview
Motional is making driverless vehicles a safe, reliable, and accessible reality. The company is commercializing a world-class driverless system that is building the future of the automotive industry.
Benefits
  • 401K: 401K with up to 7.5% match
  • time Off: Unlimited sick and vacation days
  • Transportation: Commuter and fitness benefits
  • Healthcare: 3 plan options to support diverse needs
  • IVF: Fertility assistance
Company Core Values
  • Win Together
  • Safety As Our Bedrock
  • Build For Everyone. Be Everyone.
  • Take Ownership
  • Deliver The Future