Clean Energy ML Pipeline Developer
il y a 16 heures
We are a young company on a mission to offer turn-key solutions to energy players, enabling them to transition towards a decarbonised electricity mix. Our team of experienced founders is growing strongly, and we have landed several contracts at the forefront of energy innovation in France.
Our vision is to help our customers optimize their electricity carbon footprint and improve their revenues through software solutions that integrate and manage all types of intermittent and flexible assets within their existing operations.
Job DescriptionWe are seeking a Clean Energy ML Pipeline Developer to join our team and help us optimize and expand our ML pipelines, infrastructure, and deployment capabilities. As a key member of our tech team, you will work closely with our Head of ML, Data Scientist, and other engineers to design, develop, and deploy ML pipelines for timeseries forecasting models.
- You will be responsible for automating and monitoring the deployment, retraining, and performance of ML models in production using Argo.
- You will also improve and manage our ML software ecosystem, including keras 3 with the tensorflow backend, scikit-learn, pandas/polars, jupyterhub/jupyterlab, and a custom framework for ML pipelines & registry.
- In addition, you will collaborate with domain experts to ideate and research new scientific and engineering approaches to improve model performance both technically and functionally.
We're looking for a purpose-driven and empathetic Clean Energy ML Pipeline Developer who is comfortable with autonomy and solving complex problems:
- Passion for clean energy and fighting climate change
- 5+ years in Software / MLOps engineering, preferably in a data-intensive environment
- Comfortable writing production-ready code in python, integrating models, and running ML pipelines into a cloud-based infrastructure
- An appreciation for the scientific method as applied to the commercial world; a talent for converting business problems into a mathematical framework; resourcefulness in overcoming difficulties through creativity and commitment; a rigorous mindset in evaluating the performance and impact of models upon deployment
- Collaboration-first mentality, with a willingness to teach as well as learn from others
- Ability to proactively learn and adapt to new tools, technologies, and systems
- Fully remote (within 2h time difference of CET)
- French CDI or exclusive service contract elsewhere
- €90,000 - €110,000 per year, depending on experience
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