jobapplier

Principal Machine Learning Engineer (Ads Modeling)

Unity

Skills

Required

  • modeling
  • machine learning
  • deep learning models
  • Python
  • Pytorch
  • deep learning frameworks

Preferred

  • designing a modeling roadmap
  • productionalize research

Join our Vector Ads Modeling team as a Principal Machine Learning Engineer. In this role, you will advance ads recommendation algorithms, design modeling roadmaps, conduct foundational research, validate models, and collaborate with engineering and product teams. Enjoy comprehensive benefits, including health insurance, employee stock ownership, generous vacation, and more.

About Unity

Data & Analytics: Solid understanding of metric design, large-scale data analysis, and distributed computing frameworks

Responsibilities

  • Identifying opportunities and designing a modeling roadmap that addresses customer needs.
  • Driving foundational research for new models and paradigms, leveraging rich user data and large-scale compute.
  • Collaborating closely with engineering and product teams to productionalize research and ensure successful implementation.
  • Strategic Impact: Proven ability to drive projects end-to-end, solving critical cross-team problems and delivering measurable business results

Requirements

  • Expertise: Hands-on experience applying state-of-the-art machine learning and deep learning models to complex real-world problems, specifically in the domains of user behavior modeling. Proficiency in Python, Pytorch and deep learning frameworks

Pay

USD 197,400 - 325,400