🛠 Tech Stack

💼 About This Role

You'll build and operate ML infrastructure for Unity's global advertising platform, processing billions of requests daily. Your work directly enables real-time model serving for ranking, bidding, and targeting systems. This role sits at the intersection of ML and distributed systems, with high impact on player and advertiser experience.

🎯 What You'll Do

• Design and maintain real-time ML model serving infrastructure
• Build scalable model serving pipelines with high reliability
• Partner with ML engineers to productionize and deploy models
• Improve observability, performance, and cost-efficiency of ML serving

📋 Requirements

• Experience building ML infrastructure or model serving in production
• Proficiency in Golang or Python with systems engineering background
• Hands-on experience with Kubernetes and container orchestration at scale
• Familiarity with ML serving frameworks (Ray Serve, Triton, TorchServe)

✨ Nice to Have

• Experience with feature stores or feature pipelines
• Background in ad tech, real-time bidding, or programmatic advertising
• Familiarity with infrastructure-as-code (Terraform) and observability tools

🎁 Benefits & Perks

• 🏥 Comprehensive health, life, and disability insurance
• 🏋️ Commute subsidy
• 📈 Employee stock ownership
• 🏖️ Generous vacation and personal days
• 👶 Support for new parents through leave and family-care programs

📨 Hiring Process

Estimated timeline: 2-4 weeks · AI estimate

1. 1Recruiter Call· 30 min
2. 2Technical Screen· 60 min
3. 3On-site Interviews· 4 hours