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ML Software Engineer
DESCRIPTION
Comma's mission is to win the race to selfdriving cars.
We are looking for a talented software engineer, responsible for the AI vision system performance. Your duties include:
- improve the existing pipeline process: from recorded data to ground truth generation
- develop a continuous integration process to state the expected performance of the AI model, before the model is tested in real world
- work with the controls team to define the best API to bridge between AI and controls
- Optimize the AI vision system model
REQUIREMENTS
At comma we value fast learners more than experts. While we positively consider prior experience with Machine Learning projects, we do think that strong software and math backgrounds will give you the basis to be great at these tasks.
Full Stack Engineer
DESCRIPTION
Make our app great, http://chffr.comma.ai/
Backend is a Python pipeline + Flask server. Maintain and improve this.
Build an admin panel, user tracking stuff.
For example, write code to send e-mail when user uploads a route
Frontend is phpbb + javascript + jquery
Deal with a huge torrent of data, will be petabytes in a few months.
Build nice ways to interact with our data.
REQUIREMENTS
Python, Flask, SQL, Javascript, HTML/CSS, Big data
Write concise and reliable code. Don't care if you went to college.
Need Linux experience, moving between different boxes.
Wow 700 characters is a lot, tl;dr be a good programmer.
Localization Lead Engineer
DESCRIPTION
We have over 50,000 miles of video data from cars, and will have millions by the end of the year. Looking for someone to build a SLAM algorithm capable of scaling to the world.
Imagine an API that, given a picture, returns the exact location of the camera with cm accuracy.
Build this
REQUIREMENTS
- Strong math background.
- Ability to write concise, reliable, and readable code quickly.
- Github with stars is nice.
- Computer vision experience a plus.
Basically someone who could have written https://github.com/mapillary/OpenSfM or https://github.com/raulmur/ORB_SLAM2