Junior ML Engineer - Autonomy & Real-World Driving Data

Wingfin Singapore; Singapore; On-site; SGD 60,000 - 90,000; Full time

Job summary

Wingfin Singapore is seeking an entry-level Machine Learning Engineer to join our team in Singapore. This role focuses on preparing and processing data for ML training, running experiments and understanding model behavior on real-world driving data.

You will work across perception, planning and control pipelines, with opportunities to contribute to model development and evaluation infrastructure as we scale. A strong academic foundation in Physics, Math, or Engineering is valued.

Qualifications

• Bachelor's degree or higher in Physics, Mathematics or Engineering with strong academic record.
• Some practical experience with machine learning from university, research, projects or competitions is acceptable.
• Proficiency with Python and use of modern AI tools is preferred.

Responsibilities

• Prepare and process large autonomous-driving datasets for ML training.
• Build pipelines to extract, clean, label and organize sensor data.
• Inspect datasets for errors and data-quality issues.
• Develop tools to identify useful driving scenarios for training examples.
• Run ML experiments and analyze results.
• Collaborate with engineers on perception, planning and control models.
• Help improve training and evaluation infrastructure as datasets grow.

Skills

Python programming

Numerical analysis

Hands-on experimentation

Data processing

Education

Bachelor's degree in Physics, Mathematics or Engineering

Tools

PyTorch

TensorFlow

Linux

Git

Job description

Wingfin Singapore is seeking an entry-level Machine Learning Engineer to join our team in Singapore. This role focuses on preparing and processing data for ML training, running experiments and understanding model behavior on real-world driving data.

You will work across perception, planning and control pipelines, with opportunities to contribute to model development and evaluation infrastructure as we scale. A strong academic foundation in Physics, Math, or Engineering is valued.