Autonomous Driving ML Data & MLOps Engineer

ADASTEC Corp.; Fatih; Hybrid; TRY 250,000 - 500,000; Full time

Job summary

ADASTEC Corp. is seeking an Autonomous Driving Software Engineer / Machine Learning Engineer to own datasets and MLOps for the perception stack.

You will collaborate with perception engineers, annotators, and model owners to convert multi-sensor driving data into reliable training sets and keep them versioned and ready for automated labeling and training. The role requires 2+ years of ML engineering experience, strong Python, and familiarity with cameras, LiDAR, and radar, plus Docker, Git, and

Qualifications

• Bachelor’s or Master’s in Computer Science, AI, Electrical/Electronics Engineering, Robotics or related field.
• Minimum 2 years of professional experience as a Machine Learning Engineer.
• Excellent command of English, both written and spoken.
• Having strong Python knowledge; comfortable writing tested data tooling.
• Having experience in preparing and managing datasets for computer vision or 3D perception.
• Working knowledge of cameras, LiDAR, or radar.
• Having experience with object storage (AWS S3 or compatible).
• Understanding of annotation workflows and annotation quality.
• Proficiency in Linux, Git, Docker.

Responsibilities

• Preparing, organizing, and maintaining multi-modal datasets (camera, LiDAR, radar)
• Building and operating dataset versioning, storage, and access for training jobs
• Defining annotation requirements and quality checks with perception and annotation teams
• Developing auto-labeling workflows and tools that validate dataset and label quality
• Monitoring dataset coverage and domain shift, and work with model owners when data is the issue
• Supporting automated training pipelines with stable, reproducible data inputs

Skills

Machine Learning Engineer experience

Python

English proficiency

Dataset management for CV/3D

Multi-sensor data processing

Cameras/LiDAR/Radar knowledge

Linux basics

Git

Data tooling

Annotation workflows

Education

Bachelor’s or Master’s in CS/AI/Engineering

Tools

Docker

AWS S3

Kubernetes

Containerization

Job description

ADASTEC Corp. is seeking an Autonomous Driving Software Engineer / Machine Learning Engineer to own datasets and MLOps for the perception stack.

You will collaborate with perception engineers, annotators, and model owners to convert multi-sensor driving data into reliable training sets and keep them versioned and ready for automated labeling and training. The role requires 2+ years of ML engineering experience, strong Python, and familiarity with cameras, LiDAR, and radar, plus Docker, Git, and