Job Duties
- Planning and executing AB-testing initiatives to evaluate the effectiveness and efficiency of self-driving algorithms, features, or improvements. This includes defining test criteria, collecting and analyzing data, and drawing conclusions to guide further development efforts.
- Conducting offline performance analysis and developing behavior metrics for self-driving vehicles. This function entails meticulously evaluating the performance of the system based on real-world data collected during various test scenarios.
- Managing and supporting auxiliary systems that are essential for the analytics team. This function entails ensuring the smooth operation and availability of key infrastructure and tools used for data analysis and processing.
- Providing consultations and guidance to the analytics team. Expertise in data analytics, statistical methods, and machine learning enables to assist team members in understanding and applying analytical techniques effectively.
- Research and innovation: staying up-to-date with the latest advancements in self-driving technology, industry trends, and emerging research areas.
Job Requirements
- Bachelor’s degree in Computer Science, Engineering or related field.
- Several years of experience in the tech industry, with a focus on autonomous vehicles or related technologies.
- Proficiency in programming languages such as Python.
- Understanding of computer vision, machine learning, and artificial intelligence.
- Knowledge of robotics systems and control theory.
- Ability to work with large datasets and perform data analysis.
- Familiarity with software development tools and practices, including version control, testing, and debugging.
- Excellent problem-solving skills and attention to detail.
- Strong communication and teamwork abilities to collaborate with cross-functional teams.
- Ability to troubleshoot and resolve complex technical issues quickly and efficiently.
- Knowledge of hardware components and systems used in self-driving vehicles.
- Proven track record of successfully delivering projects on time and meeting quality standards.
- Continuous learning mindset to stay updated on the latest advancements in autonomous vehicle technology.
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