
Data Pipeline Specialist
1 week ago
We are seeking a highly skilled Software Engineer to contribute to our Perception team in Singapore. This role is instrumental in advancing our machine learning (ML) data pipelines.
Our large-scale data pipelines play a vital part in efficient end-to-end ML development of on-car and off-car perception solutions. You will be responsible for supporting the creation, maintenance, and optimization of internal data, training & evaluation pipelines.
- Design, develop, and maintain high-quality software components
- Collaborate with ML engineers to enhance tools and processes throughout the ML development lifecycle
- Troubleshoot, debug, and optimize machine learning workflows for efficiency and performance
To succeed in this role, you will need:
- Bachelor's Degree in Computer Science or related field
- 2+ years of professional experience in software engineering
- Expertise in Python, including standard scientific computing libraries
- Advanced knowledge of software engineering principles, including software design, source control management, build processes, code reviews, and testing methods
Bonus Points:
- Proven track record of developing and deploying perception systems for autonomous vehicles or robotics
- Experience with deep learning frameworks like PyTorch
- Experience with distributed computing frameworks like K8s and Ray
Key Responsibilities:
- Develop high-quality software components for ML data pipelines
- Collaborate with ML engineers to enhance tools and processes
Requirements:
- Bachelor's Degree in Computer Science or related field
- 2+ years of professional experience in software engineering
- Expertise in Python and software engineering principles
Familiarity with deep learning frameworks and distributed computing is a plus
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