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UMATR
UMATR

Senior Python Engineer

Location

Remote restrictions apply
See all remote locations

Salary Estimate

N/AIconOpenNewWindows

Seniority

Senior

Tech stacks

Python
Infrastructure
Project management
+20

Permanent role
5 days ago
Apply now

As a Principal Software Engineer, you will shape and build the core backend systems that operationalise our computer vision models at scale. This is a hands-on, high-impact position, expect to be writing production code daily while also setting technical direction through what you build. Your work will span both large-scale batch systems and real-time streaming pipelines that power advanced media and sports data products.

[Responsibilities]

  • Platform Architecture & Strategy: Design and build the full-stack infrastructure for data from video ingestion through inference pipelines to product delivery layers
  • Scalable Systems Development: Engineer systems for two extremes batch processing at massive scale and low-latency pipelines for live match augmentations
  • Product-Technical Leadership: Translate product goals into robust technical architecture; drive major projects from conception to deployment
  • Real-Time Infrastructure: Architect ultra-low-latency streaming components that enable live data overlays and in-broadcast enhancements
  • ML Platform Engineering: Develop infrastructure to support model deployment at scale, including GPU orchestration, optimized inference, and scalable serving
  • Initiative Ownership: Take end-to-end responsibility for complex, ambiguous technical challenges that unlock new product features
  • Distributed Systems Engineering: Build robust, cloud-native platforms designed for high availability, performance, and scale

[Who You Are]

  • 5+ years building production-grade systems, with a focus on distributed architectures
  • Experience with both large-scale batch processing and real-time streaming pipelines
  • Python is your core language, but you're comfortable choosing the right tool for the job
  • Cloud-native thinking, comfortable with concepts like autoscaling, queues, SLAs
  • Deep familiarity with ML system challenges: GPU orchestration, inference performance, stateful services
  • Strong cross-functional communication, you can move fluidly between product conversations and technical deep-dives
  • You've scaled systems before and understand trade-offs between performance tuning and shipping fast

[Core Technical Requirements]

  • Expertise in distributed system design and implementation
  • Proven track record with both batch and real-time processing systems
  • Deep experience with cloud infrastructure and container orchestration (Kubernetes, Docker)
  • Production experience with high-throughput, low-latency system architecture
  • Familiarity with ML ops workflows: serving models, managing GPUs, building feature stores
  • Hands-on experience with infrastructure-as-code and modern DevOps practices
  • Comfortable using AI-assisted development tools (e.g., Copilot, ChatGPT, Cursor, Claude)

[Nice to Have]

  • Experience working with video streaming, processing, or broadcast systems
  • Background in real-time media tech or interactive sports/entertainment products
  • Understanding of computer vision pipelines and deep learning workflows
  • Contributions to open-source infrastructure or systems projects
  • Experience scaling platforms to support hundreds or thousands of concurrent users or compute processes

About UMATR

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