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Senior Machine Learning Engineer, ADAS

wayveHerzliya, IsraelAV Engineering
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Salary
Not listed
Job type
Full-time
Experience
Senior
Posted
6 Oct 2026
Status
Open · checked 7d ago

About this role

Based in Herzliya, Israel, the Senior Machine Learning Engineer, ADAS role at Wayve focuses on building perception and intelligence systems for real-world driving assistance. This position suits an experienced practitioner who enjoys hands-on deep learning, perception engineering, and collaborative problem-solving within an autonomous vehicle environment.

Role Overview

Wayve is hiring a Senior Machine Learning Engineer for its ADAS team located in Herzliya, Israel. The position involves developing and improving computer vision and 3D perception models for real-world driver assistance. Team members work across both online, compute-constrained on-car environments and offline, large-scale data generation workflows to enhance vehicle safety and intelligence.

Key Responsibilities

Train, debug, and improve computer vision and 3D perception models based on performance evaluation signals.
Manage the full machine learning lifecycle covering data collection, training, evaluation, and rapid iteration.
Collaborate with the team to identify performance gaps and determine priorities for system improvements.
Construct scalable data pipelines, including auto-labelling and pseudo-labelling, to accelerate model development.
Develop core ADAS perception capabilities such as detection, classification, and instance segmentation for lanes, objects, traffic signs, and traffic lights.
Implement end-to-end approaches that allow models to act directly on the environment without relying on hand-coded intermediate steps.
Build online perception systems for production stacks as well as offline perception solutions utilizing lidar, future frames, maps, and additional compute.

Requirements

Experience building and shipping computer vision-focused deep learning systems with a strong background in applied machine learning engineering rather than research-only work.
Familiarity with 3D perception concepts or pipelines, including LiDAR, multi-view geometry, tracking, or 3D reconstruction.
Capability to own work end-to-end, encompassing evaluation and large-scale dataset generation.
Preference for pragmatic problem-solving under real product constraints.

Nice to Have

Automotive domain experience is considered a bonus.

Skills and Tools

Computer Vision
3D Perception
Deep Learning
LiDAR
Multi-view Geometry
Tracking
3D Reconstruction
Auto-labelling and Pseudo-labelling pipelines

Salary and Benefits

Salaries benchmarked annually against the market.
Meaningful equity options for long-term company success.
Relocation support and visa sponsorship where applicable.
Hybrid working model with core hours and access to vehicle workshops and labs.
Learning and development budgets for training and conferences.
Comprehensive benefits including health insurance, dental coverage, enhanced parental leave, pension options, therapist access, and wellbeing partner discounts.

About the Company

Wayve builds embodied intelligence and an AI platform for autonomous driving that enables vehicles to learn directly from real-world experience. The company takes a mapless and hardware-agnostic approach that integrates with global OEM partners to support automation levels from L2 plus up to L4. Wayve operates primary hubs in London, Sunnyvale, Yokohama, Herzliya, Vancouver, and Leonberg.

How to Apply

Interested candidates should apply directly on the official Wayve careers page.

Skills and tech stack

Questions candidates ask

Where is this job located?

This role is based in Herzliya, Israel, operating under a hybrid working model that combines office collaboration with remote flexibility.

What type of machine learning work does the role involve?

The role focuses on applied machine learning engineering rather than research-only work, specifically building and shipping computer vision and 3D perception systems for driver assistance.

Is automotive industry experience mandatory?

No, automotive domain experience is listed as a bonus rather than a blocker if your perception background comes from elsewhere.

What benefits are included with this position?

Benefits include annually benchmarked salaries, meaningful equity, relocation support and visa sponsorship where applicable, hybrid working flexibility, learning budgets, health and dental insurance, enhanced parental leave, and pension options.

What does the interview process look like?

The process includes an initial recruiter call, competency interviews covering programming and system design, deep-dive technical interviews with the hiring manager or domain expert, and a final mission and values alignment interview.

Ready to apply?

The application is on the official wayve careers page.

Apply on company site