Europe Arbeitnow ·
contractData/ml Engineer, Fusion Data
Fusionality · Lausanne
Fusionality is building the measurement, simulation, and control stack for the fusion energy reactors of the future. Spun out of EPFL’s Swiss Plasma Center and backed by top investors, our technology enables reliable operation, real-time monitoring, and analysis of high-temperature plasmas in fusion devices. We are founded by world-class experts at the intersection of fusion physics, advanced control, and AI (ex-Google DeepMind, EPFL). We are assembling a founding engineering team in Lausanne to build our core technology platform. We are looking for a Data / Machine Learning Engineer to join our team. This job is for you if you like turning large, messy, heterogeneous experimental data into clean, labelled, trustworthy datasets. You have done this with scientific or industrial sensor data. Familiarity with fusion is a plus but not a strict requirement. Responsibilities Build, maintain and run pipelines that bring experimental fusion data into high quality, consistent, documented, versioned datasets. Develop ML-assisted labelling and event detection (e.g. disruptions, MHD activity, diagnostic faults), using weak supervision, active learning and anomaly detection. Own data quality and provisioning: provenance, calibration metadata, automated validation. Manage and facilitate access for the rest of the team. Work with physicists validating the datasets & labels. Work with our computational scientists and control engineers, who build models and controllers on these datasets, and with customers to understand and integrate their data. Requirements Hands-on experience building data pipelines for large scientific or industrial time-series data formats (e.g. HDF5, Parquet, Zarr). Proficiency in designing, querying and optimizing SQL and noSQL database systems and familiarity with Time Series databases such as TimescaleDB, InfluxDB. Experience in applying ML techniques to time series in Python (PyTorch or JAX): sequence models, anomaly and event detection, semi- or weakly-supervised labelling. Solid software engineering habits: testing, reproducibility, data versioning are second nature to you. Evidence of independent work at the highest level: a PhD thesis and/or published code that is used by others, or an industry project you owned. You should be comfortable designing data architectures independently from day 1. The following are an advantage but not strictly required: Human-in-the-loop labelling tools and workflows. Pipeline Orchestration (e.g. Dagster, Airflow, Prefect) and data versioning (e.g. DVC, lakeFS). Data from large physics experiments: fusion, accelerators, astronomy, or exposure to fusion data systems (MDSplus, IMAS). What we offer Play a key role at a dynamic, fast-growing startup, shaping the technical solutions and products from the ground up. Build cutting edge technology to monitor and control plasmas in real fusion devices, working side-by-side with leading plasma and control experts. Great working conditions, located in Lausanne, Switzerland, a city and country known for its high quality of life. Competitive salary and equity compensation, matched to level of seniority, and benefits including immigration assistance. Find Jobs in Switzerland on Arbeitnow
| Role | Data/ml Engineer, Fusion Data |
|---|---|
| Company | Fusionality |
| Location | Lausanne |
| Type | contract |
| Compensation | Not disclosed |
| Deadline | Rolling |
Typical process for this type of role
A general guide — the exact steps for this specific listing may vary; check the original posting for details.
- 1ApplicationSubmit your resume through the apply link.
- 2ScreeningRecruiter reviews your background against the role.
- 3AssessmentA technical test, assignment, or coding round, depending on the role.
- 4Interview(s)One or more rounds with the hiring team.
- 5OfferOffer letter with compensation and start date.
Before you apply
0/4More at Fusionality
Other jobs at Fusionality
- Computational Scientist / Scientific Machine Learning · Lausanne
- Senior Control Systems Engineer · Lausanne
- Founding Operator · Lausanne
Explore Related Placements
// similar opportunities
You might also like
Data Engineer Nifi
Coopers Group AG
................ We are looking for an experienced Data Engineer with strong expertise in Apache NiFi to support our client's team in Maulburg, Germany . In thi...
Senior Control Systems Engineer
Fusionality
Fusionality is building the measurement, simulation and control stack of the fusion energy reactors of the future. Our technology enables effective and reliable...
Analytics Engineer
Reddit is a community of communities. It’s built on shared interests, passion, and trust, and is home to the most open and authentic conversations on the intern...
Freelance Data Engineer (security)
Jack Morton Worldwide
Experience Without Limits Come shape the future of brand experience. At Jack Morton, we design and build head-turning, smile-inducing, impact-driving brand expe...
Principal Engineer, Monetization Engineering
Gitlab
GitLab is the intelligent orchestration platform for DevSecOps. GitLab enables organizations to increase developer productivity, improve operational efficiency,...
Data Engineer
Samsara
Who we are Samsara (NYSE: IOT) is the pioneer of the Connected Operations™ Cloud, which is a platform that enables organizations that depend on physical operati...