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Lead Software Engineer, Predictive Analytics
2 months ago
Established in 2017, Gatik stands at the forefront of autonomous middle-mile logistics. Our mission is to transport goods securely and efficiently utilizing medium-duty trucks, focusing on short-haul, B2B logistics for esteemed clients including Fortune 500 companies. Gatik empowers our partners to streamline their hub-and-spoke operations, elevate service quality, and enhance product flow across various locations while minimizing labor expenses and fulfilling the growing demand for expedited deliveries.
Position Overview:We are in search of a seasoned software engineer to join our prediction team, tasked with the development and deployment of algorithms aimed at comprehending the complete environment surrounding the ego vehicle and anticipating the actions of other road entities. This role is pivotal in accelerating the evolution and implementation of our autonomous vehicle technology. The ideal candidate will possess a robust technical foundation, practical software engineering experience, and a talent for tackling complex challenges.
Key Responsibilities:- Design and implement algorithms to propel research in predicting agent behavior within interactive environments.
- Transform ambiguous real-world challenges into clearly defined machine learning tasks. Collaboratively innovate new deep learning models capable of forecasting the future actions of road users in real-time.
- Oversee all technical facets of development, encompassing requirement specification, design, implementation, unit testing, and integration.
- Utilize our extensive machine learning infrastructure to explore novel solutions and expand the frontiers of the field.
- Develop software that operates on vehicles to effectively execute our algorithms in real-time.
- Ph.D. or a highly qualified M.S. candidate in computer science, electrical engineering, robotics, or a related discipline.
- A minimum of 5 years of relevant experience.
- At least 2 years of experience in statistical inference and machine learning.
- Familiarity with open-source deep learning frameworks such as PyTorch or TensorFlow.
- Experience in analyzing latency and optimizing safety-critical software systems.
- Strong grasp of data structures, algorithms, parallel programming, and code optimization, along with significant experience in software engineering and algorithm design for large-scale data processing.
- Proficient in data science practices, including data collection, analysis, hypothesis formulation, and validation.
With our headquarters in Mountain View, CA, and additional offices across Canada and the U.S., Gatik is redefining success standards in the autonomous trucking sector. For further information about our company and available positions, please visit our website.
Our Commitment:At Gatik, we unite exceptional talent and experience to forge a more resilient supply chain and contribute to environmental sustainability. Our diverse backgrounds and perspectives converge around a bold vision and shared values. We foster a culture that prioritizes collaboration, respect, and agility.
We are dedicated to cultivating an inclusive and diverse environment where every individual has the opportunity to thrive and advance, as we believe that together we can achieve remarkable outcomes. We uphold a commitment to diversity and inclusion, ensuring that 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.
