Principal Engineer - AI Platform & Operations
$168k - $230kSerko Ltd
Role Description
We are looking for a Principal Engineer to serve as the technical expert for our AI Platform & Operations. This isn’t just a role about maintaining infrastructure; it’s about owning the technical vision for the foundational systems that will power every AI product team across the company.
Remote Role - can be based in either Washington or California State.
By building robust, self-serve internal developer platforms, you’ll enable our engineers to deploy, monitor, and scale AI models with unprecedented efficiency and safety. Your work ensures that our "Agentic" future is reliable, cost-effective, and cutting-edge.
What You’ll Be Doing
- Architect the Future: Define the long-term technical roadmap for our AI platform, covering everything from model serving and feature stores to experiment tracking and CI/CD for ML.
- Set the Gold Standard: Establish engineering benchmarks for deployment, versioning, A/B testing, and automated rollbacks.
- Optimize & Scale: Lead strategies for GPU/compute efficiency and cost optimization while managing the complexities of LLM inference (quantization, batching, and latency) at scale.
- Enhance Observability: Design sophisticated monitoring and alerting systems specifically tailored for AI workloads in production.
- Champion Reliability: Drive platform stability and partner with application teams to ensure our infrastructure meets evolving product needs.
- Technical Leadership: Mentor Senior engineers, lead architecture reviews, and evaluate the next generation of cloud services and ML frameworks.
Qualifications
- Senior Expertise: 12+ years of engineering experience, with at least 4 years at a Principal or Distinguished level.
- ML Infrastructure Mastery: Expert-level knowledge of model serving (e.g., Triton, vLLM, Ray Serve) and deep experience with Kubernetes and cloud ecosystems (AWS/GCP/Azure).
- The MLOps Toolkit: Proven experience with tools like MLflow, Weights & Biases, or Kubeflow.
- Coding & Systems: High proficiency in Python and a "systems-thinking" approach to Docker, Helm, and containerization.
- AI Specialization: Hands-on experience operating LLM inference at scale and a deep understanding of the trade-offs between throughput and latency.
- Platform Mindset: A track record of building internal platforms that treat other engineers as the primary customer, drastically improving engineering velocity.
Benefits
- A competitive base pay
- Medical Benefits
- Discretionary incentive plan based on individual and company performance
- Focus on development: Access to a learning & development platform and opportunity for you to own your career pathways
- Flexible work policy
The pay range is between $168,000 - $230,000 USD as a base salary offering annually.
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