Full-Time
Machine Learning Engineer
App-based global mobility and delivery service platform
$148,594
Junior, Mid, Senior
Mountain View, CA, USA
- Bachelor degree or higher in Computer Science or related disciplines
- Solid programming and proficient in C++ and/or Python
- Team player with good communication skills
- Attentive to detail and strive for engineering excellence
- Deep knowledge in deep learning modeling and computer vision
- Experience with simulation for autonomous vehicles
- Experience with perception, prediction and planning stack for autonomous vehicles
- Experience with graphics and rendering
- Research and develop evaluation metrics for measuring the simulation fidelity
- Research and develop algorithms, e.g., generative, domain adaptation models, for simulating realistic 2D image, 3D point cloud, radar and etc
- Research and develop trajectory prediction/planning algorithms to produce realistic agent behaviors
- Develop efficient scenario creation tools, including convenient ways to specify agents behavior and parameterized scenario generation, etc
- Develop data processing and analytics platform to process simulation data, extract and visualize information. Collaborate with onboard engineering and triage teams to quantify, monitor and improve the performance and safety metrics using data science skills
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
N/A
Total Funding
$24.4B
Headquarters
null, null
Founded
2012