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Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # Data Expert (Analytics + Monitoring + Observability - **Company:** Runware - **Location:** UK (Remote available) - **Contract:** Permanent contract - **Skills:** Application Programming Interfaces (APIs), Artificial Intelligence, Data Analysis, BigQuery, Data Infrastructure, Software Debugging, DevOps, Distributed Systems, Error Codes, Monitoring of Systems, Python (Programming Language), Machine Learning, Node.Js, Prometheus, Datadog, Data Logging, Graphics Processing Unit (GPU), Real Time Systems, Autoscaling, Delivery Pipeline, Grafana, Caching, Backend, Fastapi, Low Latency, Data Analytics, Performance Monitor, Machine Learning Operations, New Relic (SaaS), Data Pipelines, Web Api - **Published:** September 5, 2026 - **Apply:** https://startup.jobs/platform-data-analyst-runware-8294192 ## About the Role * Strong experience with data analytics, observability, or monitoring * Hands-on with metrics/logging/tracing frameworks (Prometheus, Grafana, Datadog, New Relic, etc.) * Good understanding of backend systems and distributed architectures * Ability to turn raw metrics into actionable insights * Experience building dashboards for internal and external stakeholders * Familiarity with AI model monitoring (latency, throughput, error codes, GPU utilization) Nice-to-Have * Experience with AI/ML infrastructure, inference pipelines, GPUs * Understanding of Python APIs, FastAPI, or Node environments * Experience working with high-throughput real-time systems * Startup or scale-up experience, * A problem-solver mindset * Proactivity - you like digging into the data and flagging problems before anyone else sees them * Ability to work with ML, backend, DevOps, and product teams * Comfort with autonomous ownership, Please note: We are unable to offer visa sponsorship in the UK at this time. Candidates must have existing right to work in the UK. ## Description Runware is building a high-performance, full-stack AI media-creation platform - empowering developers and companies to generate any type of media instantly. As we scale fast and integrate increasingly complex models, we need stronger visibility, analytics, and monitoring across the whole platform stack. We're looking for a Data Expert (Analytics + Monitoring + Observability) to help us better understand, measure, and optimize how the Runware platform performs at scale - internally and for our clients. Mission Your main goal is to give Runware full visibility over: * End-to-end inference performance * Integration usage and model activity * Errors, delays, bottlenecks, regressions * Internal and client-facing analytics dashboards * Health and performance of production pipelines You will provide the data insights that allow engineering, ML, backend, DevOps, and leadership to make informed decisions - and to continuously improve performance and reliability., * Build and maintain E2E inference time tracking (global and per-model). * Monitor how implementation changes impact total request latency. * Detect regressions introduced by suboptimal code paths. * Provide automated alerts & historical trends. Usage & Analytics Reporting * Build dashboards for internal use (engineering, product, leadership). * Provide client-facing usage dashboards (requests, errors, success rate, performance). * Support clients who need visibility to debug their integrations. * Track model-level usage, API endpoints usage, adoption metrics, etc., * Implement metrics, logs, and traces that help the entire platform scale smoothly. * Work closely with DevOps & backend teams to improve system observability. * Provide insights that guide infra decisions (GPU allocation, autoscaling, caching, batching, etc.)., * Select and maintain tooling (e.g., Prometheus/Grafana, Datadog, OpenTelemetry, ELK, BigQuery, etc.). * Ensure data pipelines are reliable, accessible, and always up-to-date. * Build simple, easy-to-read dashboards for both technical and non-technical teams. ## Related Videos - [Intro to FastAPI](https://www.wearedevelopers.com/videos/462-intro-to-fastapi) - [Shipping Faster with Less: Render on Cloud Hosting, AI Workloads, and the Future of DevOps](https://www.wearedevelopers.com/videos/1894-shipping-faster-with-less-render-on-cloud-hosting-ai-workloads-and-the-future-of-devops) - [Web APIs you might not know about](https://www.wearedevelopers.com/videos/281-web-apis-you-might-not-know-about) - [From DevOps to Scaled DevOps: How We’re Rebuilding Continuous Delivery as a Platform](https://www.wearedevelopers.com/videos/100018-from-devops-to-scaled-devops-how-we-re-rebuilding-continuous-delivery-as-a-platform) - [Building and Deploying Multi-Agent Systems with ADK and Vertex AI](https://www.wearedevelopers.com/videos/1918-building-and-deploying-multi-agent-systems-with-adk-and-vertex-ai) - [Project Fugu: Extending the web](https://www.wearedevelopers.com/videos/832-project-fugu-extending-the-web) ## Related Articles - [Data Analyst Salary in the UK](https://www.wearedevelopers.com/magazine/278-data-analyst-salary-in-the-uk) - [Data Engineer Salary UK](https://www.wearedevelopers.com/magazine/253-data-engineer-salary-uk) - [Software Engineer Salary in The UK](https://www.wearedevelopers.com/magazine/231-software-engineer-salary-in-the-uk) - [UK Business Culture and Etiquette](https://www.wearedevelopers.com/magazine/326-uk-business-culture-and-etiquette) - [Fullstack Developer Salary UK](https://www.wearedevelopers.com/magazine/251-fullstack-developer-salary-uk) - [The Most Popular IT Jobs on the Market](https://www.wearedevelopers.com/magazine/376-the-most-popular-it-jobs-on-the-market)