Full-Time
Machine Learning Engineer
Posted on 10/18/2023
App-based global mobility and delivery service platform
Compensation Overview
$148,594
Junior, Mid
Mountain View, CA, USA
- BS, MS, or higher degree, in CS/CE/EE, or equivalent industry experience
- Extensive experience with ML frameworks such as Tensorflow or PyTorch
- Strong experience with state-of-the-art machine learning
- Strong programming skills in Python and/or C++
- Experience with the ML model lifecycle management (labeling, training, productization, and maintenance)
- Passionate about self-driving car technology and its impact on the world!
- Exploring, prototyping, validating, and iterating new machine learning algorithms to enable safer AV behavior and scale to multiple cities
- On the development side, productionize ML algorithms to improve onboard intelligence of autonomous vehicles, including training, serving, evaluating and monitoring the ML models
- Champion of the best engineering practices, crafting solutions and not just identifying problems
- Masters or Ph.D. degree in Computer Science, Electrical and Computer Engineering or a related field with a focus in computer vision, robotics, machine learning, artificial intelligence
- Solid research papers on AI/ML or robotics conferences / journals
- Experience and deep understanding with any of the following domains is a plus:
- Experience with CUDA
- Experience with developing custom ops for performant ML inference models
- Experience with ROS, OpenCV, or PCL
- Deep learning related projects such as ML planning, prediction, object recognition / segmentation using multisensor etc
- Experience with pyspark or sql, data mining, or data driven model iteration
DiDi Global Inc. stands out as a global leader in mobility technology, offering a diverse range of app-based services such as ride hailing, food delivery, and financial services across multiple continents. The company's commitment to solving transportation and environmental challenges through AI technology and localized smart transportation innovations positions it at the forefront of its industry. Additionally, DiDi's focus on creating a safe, inclusive, and sustainable ecosystem, coupled with its provision of flexible work and income opportunities, makes it an attractive workplace.
Company Stage
Seed
Total Funding
$24.4B
Headquarters
null, null
Founded
2012