Harman

About the Role

• Utilize your robust technical acumen to engineer and implement advanced algorithmic solutions for In-Cabin feature perception, adhering to industry-best methodologies.
• Collaborate with cross-functional teams to translate product requirements into precise perception specifications.
• Pioneer the development of cutting-edge neural network models for computer vision within Driver Monitoring and Occupant Monitoring Systems.
• Curate and apply a suite of statistical, ML, and AI algorithms to address complex data challenges in filtering, clustering, and classification.

What You Will Do

• Model Development: Continuously deliver high-performance ML models with MLops practices. Refine model production and iteration pipelines.
• Model Deployment: Deploy the ML model onto target platforms, including Exynos, Qualcomm, TI, etc.
• Data Proficiency: Harness scripting capabilities to manage and analyze large-scale data sets effectively.
• Innovation Application: Translate industry foresights into actionable strategies within your work.
• Integrate and productize solutions through matrix collaboration with engineers, designers, testers, and managers.
• Uphold solution integrity through rigorous code reviews and quality assurance activities.
• Partner with Data Collection/V&V teams to architect and execute comprehensive validation plans.

What You Need

• Minimum 3 years of progressive experience in Computer Vision.
• Demonstrated leadership in developing scalable, high-performance computer vision applications.
• In-depth knowledge of Machine Learning and Deep Learning, including infrastructure, model optimization, deployment, data pipelines, and workflows.
• Mastery in image classification, segmentation, and object detection.
• Proficiency in at least one framework: TensorFlow, Cuda-convnet, or PyTorch.
• Ability to track and implement state-of-the-art academic research.
• Excellent communication and teamwork skills.
• Fluency in both spoken and written English.
• Familiarity with Nvidia/TI/EA ecosystems.

What is Nice to Have

• Experience in the automotive industry.
• Understanding of network protocols and the Linux network stack.
• Strong decision-making and problem-solving skills.
• Advanced analytical and self-learning capabilities.
• Experience collaborating with global teams.

What Makes You Eligible

• Willingness to travel domestically and internationally up to 20%.
• Proven experience in automotive project management.
• Deep knowledge of automotive SPICE and agile processes.
• Comprehensive understanding of automotive product development.

What We Offer:

• Opportunities to collaborate with world-class teams.
• A diverse, inclusive work environment fostering career growth.
• Flexible work schedules promoting work-life balance.
• Employee discounts on premium HARMAN products (JBL, HARMAN Kardon, etc.).
• Company contributions to a pension plan.
• An attractive package of additional benefits.