
Advanced Machine Learning Engineer
3 days ago
Our perception team is developing sophisticated low-level perception algorithms for advanced driver assistance systems. We are looking for a talented Advanced Machine Learning Engineer to contribute to this exciting project.
In this role, you will work with our cutting-edge functions for self-driving car technology, participating in all development phases from prototyping to implementation, testing, and deployment of deep learning models.
You will be part of an international and interdisciplinary environment with an agile mindset, working on large amounts of data and focusing on software for the automobile of the future.
Required Skills and Qualifications- Solid understanding and extensive knowledge of computer vision, advanced machine learning, and deep learning principles
- Significant experience with machine learning frameworks such as TensorFlow, Keras, PyTorch, or ONNX
- Prior experience in end-to-end vision-based MLOps development cycle, from data collection strategy to deployment on the edge
- Ability to strategize ML testing using CI/CD-based development pipelines
- Experience in deploying neural networks on edge accelerators, leveraging graph optimization techniques, compiler design, and custom AI accelerator design
- Proficient understanding of CPU architecture: Ability to perform capacity estimation and planning to ensure that systems (built prototypes) are scalable and can handle projected workloads
- Strong programming skills in Python, with a deep understanding of data structures and algorithms
- Excellent communication skills in English and analytical and logical thinking ability
We offer a dynamic work environment with opportunities for professional growth and development. You will have access to cloud infrastructure, allowing you to work productively with large amounts of data.
What We OfferIn addition to a competitive salary and benefits package, we offer a range of perks and advantages to support your career and well-being.
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