Principal ML Engineer: Ads Personalization & Scalable Models

Unity; Mountain View (CA); On-site; USD 230,000 - 310,000; Full time

Benefits offered by this job

Health insurance

Life insurance

Disability insurance

Generous vacation

Employee stock ownership

Training and development

Commute subsidy

Pension plans

Parental leave

Mental health programs

Employee assistance program

Volunteer & donation matching

Job summary

Unity Technologies seeks a Principal Machine Learning Engineer to advance ads recommendation algorithms for personalized experiences and to define a modeling roadmap addressing customer needs. You will drive foundational research and collaborate with engineering and product teams to productionize research, leveraging large-scale data and computronics to validate models rapidly.

The role calls for hands-on expertise in modern ML, DL, and user behavior modeling, with strong Python/PyTorch skills.

Qualifications

• Proven hands-on experience applying state-of-the-art ML and deep learning to real-world problems.
• Expertise in user behavior modeling and recommender systems.
• Proficiency in Python and PyTorch.

Responsibilities

• Lead end-to-end ML projects from problem framing to deployment.
• Advance ads recommender algorithms for personalized experiences.
• Collaborate with engineering and product teams to productionize research.
• Validate models with large-scale data and compute resources.

Skills

Machine learning

Deep learning

Python

PyTorch

User behavior modeling

Tools

TensorFlow

Job description

Unity Technologies seeks a Principal Machine Learning Engineer to advance ads recommendation algorithms for personalized experiences and to define a modeling roadmap addressing customer needs. You will drive foundational research and collaborate with engineering and product teams to productionize research, leveraging large-scale data and computronics to validate models rapidly.

The role calls for hands-on expertise in modern ML, DL, and user behavior modeling, with strong Python/PyTorch skills.