Full-Time

Behavior Prediction Engineer

Updated on 6/6/2024

Gatik AI

Gatik AI

51-200 employees

Autonomous B2B short-haul logistics network

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

Senior

Mountain View, CA, USA

Required Skills
Python
Tensorflow
Data Structures & Algorithms
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, focusing on accurately predicting the movements and actions of surrounding objects to enhance the decision-making capabilities of autonomous vehicles.
  • Create and maintain robust software infrastructure for large-scale image and LiDAR data for learning algorithms.
  • Design and write highly optimized pipelines for data pre-processing, model training, data post-processing, and inference.
  • Train advanced behavior prediction models and evaluate their performance rigorously.
  • Create scalable training and evaluation tools and infrastructure to support continuous improvement of behavior prediction models.
  • Integrate behavior prediction systems into the broader autonomous driving stack and conduct comprehensive system tests.

Gatik is an autonomous delivery network specializing in optimizing B2B short-haul logistics through structured autonomy, utilizing a fleet of light and medium duty trucks, including Class 3-6 autonomous box trucks, to move goods from micro-fulfillment centers to pick-up points. The company's technologies enable the optimization of hub-and-spoke operations for top retailers and strategic partnerships with industry leaders such as Isuzu, Goodyear, Ryder, and Cummins.

Company Stage

Series B

Total Funding

$181.9M

Headquarters

Mountain View, California

Founded

2017

Growth & Insights
Headcount

6 month growth

14%

1 year growth

53%

2 year growth

88%

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