MLOps Engineer building production ML infrastructure, pipelines, and monitoring for exacare ai’s post - acute care AI platform. Scaling reliable systems that help healthcare teams make safer placement decisions.
About the role
- Senior Machine Learning Developer designing advanced GenAI systems for advertiser growth at Unity. Leading backend integration, budget management, and experimentation infrastructure.
Responsibilities
- Design and optimize sophisticated pacing controllers (PID, probabilistic forecasting).
- Lead server-side integration of generative AI models (Diffusion, LLMs).
- Build and scale high-velocity experimentation infrastructure.
- Design and maintain high-throughput billing pipelines.
- Analyze complex financial and marketplace datasets.
Requirements
- Advanced degree in Computer Science or a related field, or equivalent experience.
- 8+ years of software development experience, including at least 5 years working on ad-serving/ad-delivery systems.
- Strong experience designing and operating large-scale, low-latency server systems, especially in Java, Go, or Scala.
- Solid proficiency with budget-control systems, feedback loops, or spend-forecasting algorithms.
- Proven track record building or scaling experimentation platforms.
- Substantial experience with critical pipelines (billing, payments, clearing/settlement systems).
- Experience or a strong interest in designing server-side flows to deploy, scale, and store generative AI models.
- Proficiency in real-time stream processing (Kafka, Flink, or Spark).
- Comfortable owning and driving ambitious technical roadmaps across multiple quarters, and mentoring/growing senior engineers.
Benefits
- Comprehensive health, life, and disability insurance
- Commuter subsidy
- Employee equity participation
- Competitive retirement/pension plans
- Generous vacation and personal time off
- New-parent support including leave and family support programs
- Office-provided snacks
- Mental health and wellness programs and support
- Employee resource groups
- Global employee assistance program
- Training and development programs
- Volunteer and donation-matching program
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