Full-Time

ML Engineer

Behavior ML

Posted on 5/16/2024

Gatik AI

Gatik AI

51-200 employees

Autonomous B2B short-haul logistics network

Robotics & Automation
Industrial & Manufacturing
AI & Machine Learning
Consumer Goods

Senior

Mountain View, CA, USA

Required Skills
Python
Tensorflow
Pytorch
Data Analysis
Requirements
  • Strong experience with machine learning, particularly in the context of behavior prediction for autonomous driving.
  • Familiarity with machine learning models such as LSTM, Transformer, and other relevant architectures.
  • Proficiency in programming languages such as Python and C++.
  • Experience with deep learning frameworks such as TensorFlow or PyTorch.
  • Familiarity with large-scale data processing and cloud computing platforms.
  • Excellent problem-solving skills and ability to work collaboratively in a team environment.
  • Previous experience in autonomous driving or robotics is a plus.
Responsibilities
  • Develop key modules of the behavior prediction system.
  • Create and maintain robust software infrastructure for large-scale data processing.
  • Design and write highly optimized pipelines for data pre-processing, model training, and inference.
  • Train advanced behavior prediction models and evaluate their performance.
  • Create scalable training and evaluation tools for behavior prediction models.
  • Integrate behavior prediction systems into autonomous driving stack and conduct system tests.

Gatik is well-positioned as a leader in the autonomous delivery network sector, focusing on B2B short-haul logistics. This company offers a dynamic work environment by incorporating the latest in structured autonomy technology with a fleet of sophisticated Class 3-6 autonomous box trucks. Working at Gatik not only provides employees access to cutting-edge technology but also the opportunity to be part of strategic collaborations with top industry leaders such as Isuzu, Goodyear, Ryder, and Cummins, enhancing career growth and network in the industry.

Company Stage

Series B

Total Funding

$151.9M

Headquarters

Mountain View, California

Founded

2017

Growth & Insights
Headcount

6 month growth

11%

1 year growth

56%

2 year growth

80%

Benefits

Very competitive salaries and stock options

Medical, dental and vision benefits which go above and beyond

Company building events throughout the year, including an annual company retreat

Pet friendly offices

Catered lunches and snacks throughout the week

Stunning, spacious offices in the US and Canada