Address
SalaryWho 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.
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:
- The 10 most innovative companies in transportation of 2023
- America's Best Startup Employers of 2023 by Forbes
- America's Best Startup Employers of 2022 by Forbes
- Gatik been named as a 2023 FreightTech 25 winner!
- Gatik named a TIME Best Invention of 2022
- Apeksha Kumavat recognized on the Inc. 2022 Female Founders 100 List
- Gatik's Gautam Narang on the importance of knowing your customer
- Gatik CEO Gautam Narang was Named Among the Most Exceptional Entrepreneurs of 2022 by Goldman Sachs
