Ellison Institute of Technology
Research
ForwardDeployedDataEngineer
Neural analysis suggests this role is
optimal for Mid+ candidates.
“Forward Deployed Data Engineer at Ellison Institute of Technology. Skills: Data Engineering, Cloud-native platform, Real-time data. Integrate new lab instruments. Integrate robotic systems”
Industry & Context.
Systems thinking; End-to-end ownership
What They're Looking For.
Must Have
Programming experience in Python, Experience working on cloud compute platforms, Experience with containers, Experience with Linux environments, Hands-on experience building data pipelines for physical systems, Experience with real-time data streaming
Nice to Have
Familiarity with live video streams, Familiarity with high-bandwidth media streams, Experience in automated lab environments, Experience in clinical lab environments, Experience in life sciences environments, Comfort with time-series data, Understanding of closed-loop control systems
What You'll Do.
Integrate new lab instruments
Integrate robotic systems
Validate data at the edge
Build high-throughput ingestion pipelines
Build low-latency ingestion pipelines
Maintain high-throughput ingestion pipelines
Maintain low-latency ingestion pipelines
Work across edge-to-cloud stack
Configure edge devices
Configure MQTT brokers
Configure Kafka topics
Design common data model
Evolve common data model
Collaborate with scientists
Collaborate with hardware engineers
Turn raw instrument output into data
Contribute to engineering culture
How You'll Work.
Team & Collaboration
Hardware engineers; Scientists; Core platform team; Diverse groups
Full Job Description
At the Ellison Institute of Technology (EIT), we’re on a mission to translate scientific discovery into real world impact. We bring together visionary scientists, technologists, policy makers, and entrepreneurs to tackle humanity’s greatest challenges in four transformative areas: * Health, Medical Science & Generative Biology * Food Security & Sustainable Agriculture * Climate Change & Managing CO₂ * Artificial Intelligence & Robotics This is ambitious work - work that demands curiosity, courage, and a relentless drive to make a difference. At EIT, you’ll join a community built on excellence, innovation, tenacity, trust, and collaboration, where bold ideas become real-world breakthroughs. Together, we push boundaries, embrace complexity, and create solutions to scale ideas for lab to society. Explore more at [www.eit.org](https://www.eit.or) **Requirements** **Job Summary:** Our platform connects physical hardware - robotic systems, ambient sensor rigs, lab hardware - to a cloud-native data platform that captures, stores and services high-frequency multimodal data. The platform spans an edge-to-cloud telemetry stack (MQTT, Kafka, multimedia streams), REST and streaming APIs, and a growing set of hardware integrations across multiple sites. As a **Data Engineer** , you’ll work directly alongside hardware engineers, scientists, and the core platform team to build the data layer that makes our autonomous operations possible. This is a hands-on, high-impact role for someone who is comfortable combining hardware data streams with reproducible, version-controlled, and well-structured data pipelines, and is comfortable bringing their own expertise into diverse groups. **Day-to-Day, You Might** * Integrate new lab instruments and robotic systems into the platform - writing device APIs, defining event schemas, and validating data at the edge before it reaches cloud storage. * Build and maintain high-throughput, low-latency ingestion pipelines for streaming data: live video
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