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基本信息

地点:
CN_Shanghai_12F & 15F, No. 9233 Humin Road
职位类别:
工程研发
员工类型参考:
Regular - Permanent
工资标准类型:
受薪雇员
职位编号:
R-40474-2024

描述和要求

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.

哈曼致力于成为创造多样性、公平性和包容性的雇主。哈曼为所有符合条件的申请人提供平等的就业机会,不会因为种族、宗教、肤色、民族、性别(包括怀孕、分娩或相关医疗条件)、性取向、性别认同、性别表达、年龄、受保护退伍军人身份、残障或其他受法律保护的方面而受到歧视。