Runware
Information Technology and Services
PlatformDataEngineer
Neural analysis suggests this role is
optimal for Mid candidates.
“Platform Data Engineer at Runware. Skills: Data Engineering, Data Pipelines, Data Modeling, Log Analysis. Build data infrastructure. Optimize data infrastructure”
Industry & Context.
debugging production issues; RCA; performance optimization
existing right to work in the UK
What They're Looking For.
Must Have
Data Engineer experience, production environment experience, data pipelines, streaming processing, batch processing, data modeling, analytical databases, logs, metrics, platform data, event-based systems, monitoring, observability concepts
Nice to Have
ClickHouse, high-throughput systems, realtime systems, cost monitoring, performance analytics, platform observability, AI, ML platforms, data-heavy products
What You'll Do.
Build data infrastructure
Optimize data infrastructure
Maintain data infrastructure
Support observability
Enable performance analytics
Power internal dashboards
Power customer reporting
Provide structured data
Optimize table layout
Ensure efficient querying
Maintain ingestion pipelines
Build robust pipelines
Implement ETL/ELT workflows
Ensure data reliability
Ensure real-time availability
Build log analysis tooling
Investigate throughput
Investigate bottlenecks
Provide data foundation
Build monitoring tooling
Automate ingestion tasks
Automate cleanup tasks
Build internal libraries
Build debugging utilities
Provide clean data interfaces
Support engineering teams
Contribute to debugging
Contribute to performance optimization
How You'll Work.
Team & Collaboration
Work with Data Expert; Work with platform team; Work cross-functionally; Collaborate with DevOps; Collaborate with ML engineering; Collaborate with backend engineering; Provide data interfaces for Data Expert; Support engineering teams; Contribute to initiatives
Full Job Description
Runware is building a high-performance AI media-creation platform powering instant generation of text, image, video, 3D, and audio. As our platform scales and integrations grow, we need robust, reliable, and high-throughput data systems. We’re looking for a **Data Engineer** to architect and maintain our data backbone — with a special focus on high-volume logs, and performance pipelines. You will work hand-in-hand with our Data Expert and the platform team to transform raw system activity into structured, queryable, high-value data. ### **🎯 Mission** Your main mission is to **build, optimize, and maintain Runware’s data infrastructure**. You will ensure that logs, metrics, performance data, and events are efficiently ingested, processed, stored, and ready to be analyzed by engineering, ML, and product teams. This role is central to: * Supporting observability & platform reliability * Enabling deep log & performance analytics * Powering internal dashboards and customer reporting * Providing clean, structured data to the Data Expert and all stakeholders ### **🧩 What You Will Do** ### **Architecture & Ownership** * Design, build, and maintain **schemas and data models** * Optimize table layout, partitioning, indexing, and compression for high-volume data * Ensure fast, efficient querying for logs, requests, metrics, and performance traces * Maintain ingestion pipelines for billions of records ### **Data Engineering & Pipelines** * Build robust pipelines for: * API logs * Model inference logs * Error events * Usage & integration events * GPU & system metrics * Implement ETL/ELT workflows to transform raw data into analytics-ready structures * Ensure quality, reliability, and real-time availability of data sources ### **Performance & Log Analysis Infrastructure** * Build tooling to support large-scale **log analysis** * Enable deep investigation into latency, throughput, errors, and bottlenecks * Provide the raw data foundation for E2E inference-time monitoring * Help
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