Senior Data & ML Engineer (3D Perception)

Location: Ramat Gan, Israel; hybrid

Company

hirify.global develops deep-learning perception solutions for autonomous-driving systems, including semi- and fully autonomous vehicles.

What you will do

• Optimize distributed data and evaluation pipelines for memory efficiency, throughput, and training performance.
• Build tools for data exploration, manipulation, validation, and quality assessment across images, video, and geometric information.
• Own model manipulation, packaging, distribution workflows, and interfaces with downstream deployment and EyeQ integration.
• Coordinate data contracts and workflows with deep-learning researchers, infrastructure and data teams, and internal customers.
• Reduce resource-intensive bottlenecks, computation costs, and model iteration time.

Requirements

• Bachelor’s degree in Computer Science, Software Engineering, Electrical Engineering, or a related field from a leading university.
• 4+ years of hands-on software or data-engineering experience.
• Excellent Python and Linux skills with strong software-engineering foundations.
• Experience with SQL, Spark, and PyArrow.
• Experience optimizing distributed pipelines or compute-intensive systems for memory use and parallel execution.
• Familiarity with PyTorch and machine-learning workflows, including datasets, training, checkpoints, evaluation, and GPU computation.
• Strong ownership, independent problem-solving, and cross-team collaboration skills.

Nice to have

• Master’s degree in a relevant field.
• Experience in computer vision or autonomous-driving systems.
• Familiarity with model deployment, hardware-aware machine learning, or specialized AI accelerators.

Culture & Benefits

• Hybrid work arrangement in Ramat Gan, Israel.
• Collaboration with deep-learning researchers and cross-functional engineering teams.
• Work on large-scale, multi-task perception models for autonomous driving.