Gatik AI
Technical Lead, Behavior Prediction
Gatik AI, Mountain View, California, us, 94039
Who we are:
Gatik, the leader in autonomous middle mile logistics, delivers goods safely and efficiently using its fleet of light & medium-duty trucks. The company focuses on short-haul, B2B logistics for Fortune 500 customers including Kroger, Walmart, Tyson Foods, Loblaw, Pitney Bowes, Georgia-Pacific, and KBX; enabling them to optimize their hub-and-spoke supply chain operations, enhance service levels and product flow across multiple locations while reducing labor costs and meeting an unprecedented expectation for faster deliveries. Gatik's Class 3-7 autonomous box trucks are commercially deployed in multiple markets including Texas, Arkansas, and Ontario, Canada.
About the role:
We're currently looking for a tech lead with specialized skills in Behavior Prediction. You will play a vital role in developing ML models that accurately predict the behavior of surrounding agents and plan optimal trajectories for our AVs. You will play an essential role in helping accelerate the development and deployment of our AV technology - designing, implementing, and deploying these models both on-vehicle and within simulation environments for validation. 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 scenesFrame 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-timeDesign and develop offline generative models for use within simulation and validation environments, ensuring accuracy and fidelity in representing real-world scenariosWork with large-scale datasets collected from sensors such as cameras, LiDAR, and radar to extract relevant features and preprocess data for model trainingConduct thorough validation and testing of machine-learned models in simulation and real-world environments to ensure robust performance and generalization.Analyze model performance and identify areas for improvement, iterating on design and implementation to enhance prediction accuracy and reliabilityWhat we're looking for:
Ph.D. or highly qualified M.S. candidate in computer science, electrical engineering, robotics, or related fieldExperience in statistical inference and machine learningGood programming skills in languages such as Python and/or C++Experience in open-source deep learning frameworks such as PyTorch or TensorflowExperience with latency of analysis and optimization of safety critical software systemsSolid understanding of data structures, algorithms, parallel programming, code optimization, and Strong experience in software engineering and algorithm design large-scale data processingStrong experience in software engineering and algorithm designExperience in data science including data collection, analysis, hypothesis formulation and verificationExperience with simulation environments for autonomous vehicles, such as CARLA, SUMO, or similar platforms, is a plusPublications in top-tier conferences (CVPR, ICCV, ECCV, ICML, NeurIPS, ICLR, ICRA, IROS)More about Gatik:
With headquarters in Mountain View, CA and offices in Canada, Texas 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:
Gatik AI WebsiteTyson Foods Takes First Taste Of Autonomous With GatikForbes Cover featuring Gautam Narang 2023The 10 most innovative companies in transportation of 2023Gatik and Kroger multi-year commercial collaborationAmerica's Best Startup Employers of 2023 by ForbesAmerica's Best Startup Employers of 2022 by ForbesGatik been named as a 2023 FreightTech 25 winner!Gatik named a TIME Best Invention of 2022Apeksha Kumavat recognized on the Inc. 2022 Female Founders 100 List
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.
Gatik, the leader in autonomous middle mile logistics, delivers goods safely and efficiently using its fleet of light & medium-duty trucks. The company focuses on short-haul, B2B logistics for Fortune 500 customers including Kroger, Walmart, Tyson Foods, Loblaw, Pitney Bowes, Georgia-Pacific, and KBX; enabling them to optimize their hub-and-spoke supply chain operations, enhance service levels and product flow across multiple locations while reducing labor costs and meeting an unprecedented expectation for faster deliveries. Gatik's Class 3-7 autonomous box trucks are commercially deployed in multiple markets including Texas, Arkansas, and Ontario, Canada.
About the role:
We're currently looking for a tech lead with specialized skills in Behavior Prediction. You will play a vital role in developing ML models that accurately predict the behavior of surrounding agents and plan optimal trajectories for our AVs. You will play an essential role in helping accelerate the development and deployment of our AV technology - designing, implementing, and deploying these models both on-vehicle and within simulation environments for validation. 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 scenesFrame 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-timeDesign and develop offline generative models for use within simulation and validation environments, ensuring accuracy and fidelity in representing real-world scenariosWork with large-scale datasets collected from sensors such as cameras, LiDAR, and radar to extract relevant features and preprocess data for model trainingConduct thorough validation and testing of machine-learned models in simulation and real-world environments to ensure robust performance and generalization.Analyze model performance and identify areas for improvement, iterating on design and implementation to enhance prediction accuracy and reliabilityWhat we're looking for:
Ph.D. or highly qualified M.S. candidate in computer science, electrical engineering, robotics, or related fieldExperience in statistical inference and machine learningGood programming skills in languages such as Python and/or C++Experience in open-source deep learning frameworks such as PyTorch or TensorflowExperience with latency of analysis and optimization of safety critical software systemsSolid understanding of data structures, algorithms, parallel programming, code optimization, and Strong experience in software engineering and algorithm design large-scale data processingStrong experience in software engineering and algorithm designExperience in data science including data collection, analysis, hypothesis formulation and verificationExperience with simulation environments for autonomous vehicles, such as CARLA, SUMO, or similar platforms, is a plusPublications in top-tier conferences (CVPR, ICCV, ECCV, ICML, NeurIPS, ICLR, ICRA, IROS)More about Gatik:
With headquarters in Mountain View, CA and offices in Canada, Texas 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:
Gatik AI WebsiteTyson Foods Takes First Taste Of Autonomous With GatikForbes Cover featuring Gautam Narang 2023The 10 most innovative companies in transportation of 2023Gatik and Kroger multi-year commercial collaborationAmerica's Best Startup Employers of 2023 by ForbesAmerica's Best Startup Employers of 2022 by ForbesGatik been named as a 2023 FreightTech 25 winner!Gatik named a TIME Best Invention of 2022Apeksha Kumavat recognized on the Inc. 2022 Female Founders 100 List
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.