Loading...
Mid LevelFull-timeC++TensorFlowPyTorchAIML
Salary Range
$79,560 - $107,640 /year
This salary is estimated based on similar roles. The actual salary may vary.
About the Role
Mobileye is seeking a Deep Learning Compiler Developer to join our team in Haifa. You will be responsible for developing a deep learning compiler stack that converts neural network descriptions from frameworks like TensorFlow and PyTorch into code for Mobileye's custom hardware.
Key Responsibilities
- →Shape Mobileye’s product by applying cutting-edge deep learning network optimization techniques
- →Develop a deep learning compiler stack that takes neural network descriptions from frameworks such as TensorFlow and PyTorch and converts them into code suitable for execution on custom-built Mobileye hardware
- →Use state-of-the-art open-source technologies such as MLIR and work closely with the open-source community
- →Develop optimized implementations of a variety of neural-network operations and new optimization techniques and algorithms to efficiently map ML models onto our state-of-the-art systems
- →Develop a toolchain that will provide a quantum leap in Deep learning capabilities and performance
Requirements
- ✓BSc/MSc in Computer Science/Software Engineering from a leading university
- ✓At least 3 years of practical experience with C/C++
- ✓Background in Neural Networks/Deep Learning – Advantage
- ✓Experience in Tensor Flow/Keras – Advantage
- ✓Experience in LLVM/MLIR – Advantage
Free to sign up. Takes 30 seconds.
About mobileye
Mobileye is a leading innovator in the field of advanced driver-assistance systems (ADAS) and autonomous driving technologies. Headquartered in Israel, the company was founded in 1999 and has since become a global pioneer in vision-based solutions for road safety and mobility. Mobileye's technologies are designed to enhance vehicle safety, improve traffic efficiency, and pave the way for fully autonomous transportation systems. The company operates at the intersection of automotive, technology, and artificial intelligence, leveraging its expertise to address the evolving challenges of modern mobility. Mobileye offers a comprehensive suite of products and services, including high-resolution cameras, processors, and software algorithms that enable vehicles to perceive their environment and make intelligent decisions. Key features of their solutions include real-time object detection, predictive analytics, and high-definition mapping, which collectively contribute to safer driving experiences. The company's target audience spans automotive manufacturers, fleet operators, and technology partners seeking to integrate cutting-edge ADAS and autonomous driving capabilities into their vehicles. Mobileye's solutions are particularly valued for their reliability, scalability, and ability to adapt to diverse driving conditions. Notable achievements include Mobileye's acquisition by Intel in 2017, which has further accelerated its technological advancements and market reach. The company holds a strong market position as a trusted provider of vision-based solutions, with a significant presence in both established automotive markets and emerging mobility sectors. Mobileye's unique value proposition lies in its data-driven approach, which leverages vast amounts of real-world driving data to continuously improve its algorithms and deliver superior performance. This commitment to innovation and safety has solidified Mobileye as a key player in shaping the future of transportation.
