Senior/Staff Software Engineer

Prediction

Posted on 10/31/2023

INACTIVE

51-200 employees

B2B short-haul logistics

Company Overview

Gatik's mission is to deliver goods safely and efficiently using autonomous vehicles. With its fleet of light to medium-duty trucks, Gatik is leading the way in autonomous middle mile delivery. The company focuses on short-haul, business to business (B2B) logistics for the retail industry, enabling its customers to optimize their supply chain at affordable convenience.

AI & Machine Learning

Consumer Goods

Industrial & Manufacturing

Robotics & Automation

B2B

Company Stage

Later Stage VC

Total Funding

$122.9M

Founded

2017

Headquarters

Mountain View, California

Growth & Insights

Headcount

6 month growth

↑ 26%

1 year growth

↑ 26%

2 year growth

↑ 100%

Locations

Mountain View, CA, USA

Experience Level

Entry

Junior

Mid

Senior

Expert

Desired Skills

Data Analysis

Data Science

Data Structures & Algorithms

Pytorch

Tensorflow

Software Testing

CategoriesNew

AI & Machine Learning

Software Engineering

Requirements

Ph.D. or highly qualified M.S. candidate in computer science, electrical engineering, robotics, or related field
5+ years of related experience
2+ years of experience in statistical inference and machine learning
Experience in open-source deep learning frameworks such as PyTorch or Tensorflow
Experience with latency of analysis and optimization of safety critical software systems
Solid understanding of data structures, algorithms, parallel programming, code optimization, and Strong experience in software engineering and algorithm design large-scale data processing
Strong experience in software engineering and algorithm design
Experience in data science including data collection, analysis, hypothesis formulation and verification

Responsibilities

Develop algorithms to advance research in agent behavior prediction in interactive scenes
Frame the open-ended real-world problems into well-defined ML problems. Creatively and collaboratively build new deep learning models that can predict the future behavior of other road users in real-time
Guide all technical aspects of development, including technical requirements definition, design, implementation, unit testing, and integration
Leverage our large-scale machine learning infrastructure to discover new solutions and push the boundaries of the field
Engineer software that runs on-vehicle to efficiently execute our algorithms in real time

Who we are:

Founded in 2017, Gatik is the leader in autonomous middle mile logistics. We deliver goods safely and efficiently using medium duty trucks with a focus on short-haul, B2B logistics for Fortune 500 customers such as Walmart and Loblaw. Gatik enables our customers to optimize their hub-and-spoke operations, enhance service levels and product flow across multiple locations while reducing labor costs and meeting an unprecedented expectation for faster deliveries.

About the role:

We’re looking for a senior or staff software engineer for our prediction team to develop/deploy algorithms to understand the full scene around the ego vehicle and forecast the behavior for other road agents. You will play an essential role in helping accelerate the development and deployment of our AV technology. This position has a strong technical background, hands-on software engineering experience, and a knack for solving hard problems.

This role is onsite 4 days a week at our Mountain View, CA office!

What you’ll do:

Develop algorithms to advance research in agent behavior prediction in interactive scenes
Frame the open-ended real-world problems into well-defined ML problems. Creatively and collaboratively build new deep learning models that can predict the future behavior of other road users in real-time
Guide all technical aspects of development, including technical requirements definition, design, implementation, unit testing, and integration
Leverage our large-scale machine learning infrastructure to discover new solutions and push the boundaries of the field
Engineer software that runs on-vehicle to efficiently execute our algorithms in real time

What we’re looking for:

Ph.D. or highly qualified M.S. candidate in computer science, electrical engineering, robotics, or related field
5+ years of related experience
2+ years of experience in statistical inference and machine learning
Experience in open-source deep learning frameworks such as PyTorch or Tensorflow
Experience with latency of analysis and optimization of safety critical software systems
Solid understanding of data structures, algorithms, parallel programming, code optimization, and Strong experience in software engineering and algorithm design large-scale data processing
Strong experience in software engineering and algorithm design
Experience in data science including data collection, analysis, hypothesis formulation and verification

More about Gatik:

With headquarters in Mountain View, CA and offices in Canada, Texas, Louisiana and Arkansas, Gatik is establishing new standards of success for the autonomous trucking industry every day. Visit us at Gatik for more company information and Jobs @ Gatik for more open roles.

Gatik News:

Taking care of our team:

At Gatik, we connect people of extraordinary talent and experience to an opportunity to create a more resilient supply chain and contribute to our environment’s sustainability. We are diverse in our backgrounds and perspectives yet united by a bold vision and shared commitment to our values. Our culture emphasizes the importance of collaboration, respect and agility.

We at Gatik strive to create a diverse and inclusive environment where everyone feels they have opportunities to succeed and grow because we know that together we can do great things. We are committed to an inclusive and diverse team. We do not discriminate based on race, color, ethnicity, ancestry, national origin, religion, sex, gender, gender identity, gender expression, sexual orientation, age, disability, veteran status, genetic information, marital status or any legally protected status.