--- title: ML Engineer --- [![Renewcast_logotipe-claim-brandmark_Bluegreen_Banner](https://renewcast.com/hs-fs/hubfs/Renewcast_logotipe-claim-brandmark_Bluegreen_Banner.webp?width=250&height=60&name=Renewcast_logotipe-claim-brandmark_Bluegreen_Banner.webp "Renewcast_logotipe-claim-brandmark_Bluegreen_Banner")](https://143959664.hs-sites-eu1.com/?hsLang=en) - [Services](https://renewcast.com/homepage#services) - [Our Value](https://renewcast.com/homepage#value) - [About Us](https://renewcast.com/homepage#about) - [Blog](https://renewcast.com/blog) - [Newsletter](https://renewcast.com/homepage#newsletter) [Contact Us](https://renewcast.com/en/contact-us?hsLang=en) [![Renewcast_logotipe-claim-brandmark_Bluegreen_Banner](https://renewcast.com/hs-fs/hubfs/Renewcast_logotipe-claim-brandmark_Bluegreen_Banner.webp?width=250&height=60&name=Renewcast_logotipe-claim-brandmark_Bluegreen_Banner.webp "Renewcast_logotipe-claim-brandmark_Bluegreen_Banner")](https://143959664.hs-sites-eu1.com/?hsLang=en) [Contact Us](https://renewcast.com/en/contact-us?hsLang=en) [![Renewcast_logotipe-claim-brandmark_Bluegreen_Banner](https://renewcast.com/hs-fs/hubfs/Renewcast_logotipe-claim-brandmark_Bluegreen_Banner.webp?width=250&height=60&name=Renewcast_logotipe-claim-brandmark_Bluegreen_Banner.webp "Renewcast_logotipe-claim-brandmark_Bluegreen_Banner")](https://143959664.hs-sites-eu1.com/?hsLang=en) - [Services](https://renewcast.com/homepage#services) - [Our Value](https://renewcast.com/homepage#value) - [About Us](https://renewcast.com/homepage#about) - [Blog](https://renewcast.com/blog) - [Newsletter](https://renewcast.com/homepage#newsletter) [Contact Us](https://renewcast.com/en/contact-us?hsLang=en) [![Renewcast_logotipe-claim-brandmark_Bluegreen_Banner](https://renewcast.com/hs-fs/hubfs/Renewcast_logotipe-claim-brandmark_Bluegreen_Banner.webp?width=250&height=60&name=Renewcast_logotipe-claim-brandmark_Bluegreen_Banner.webp "Renewcast_logotipe-claim-brandmark_Bluegreen_Banner")](https://143959664.hs-sites-eu1.com/?hsLang=en) [Contact Us](https://renewcast.com/en/contact-us?hsLang=en) - [Services](https://renewcast.com/homepage#services) - [Our Value](https://renewcast.com/homepage#value) - [About Us](https://renewcast.com/homepage#about) - [Blog](https://renewcast.com/blog) - [Newsletter](https://renewcast.com/homepage#newsletter) [Contact us](https://renewcast.com/en/contact-us?hsLang=en) # Machine Learning Engineer (Forecasting) ## **About RENEWCAST** Renewcast builds high-accuracy wind & solar forecasting using advanced ML and weather modeling. The problem is scientifically rich, full of messy real- world constraints, and offers immediate impact. We work transparently, move quickly, and value people who thrive in applied environments where iteration matters more than perfection. ### **Your Role** Youʼll join the modeling team as a mid-level machine learning engineer who boosts our capability across both experimentation and production. This is not an MLOps or platform-only role. You will develop models, run experiments, and personally own them through deployment, monitoring, and fixes when they break. You will: - Strengthen the teamʼs ability to respond to **production challenges**, from monitoring signals to diagnosing unexpected model behavior; - **Help keep deployments reliable** by contributing to batch inference workflows, retraining, and drift checks; - Improve forecasting models through well-structured experiments and feature development; - Work with weather, NWP, and geospatial data — learning the domain deeply over time; - Participate in **roadmap conversations** without being expected to drive architectural decisions; - Bring enthusiasm for the mission and a willingness to operate in an evolving, imperfect, high-impact environment; - This role is a fit for someone who loves real-world ML, enjoys “getting their hands dirty,ˮ and wants to grow alongside other experienced data scientists. #### **What You Will Do** - Support model deployments: scheduled inference, retraining workflows, monitoring; - Investigate data/model issues in production and help drive resolutions; - Contribute to **forecasting model development** (experimentation, features, evaluation); - **Clean, analyze, and transform** meteorological and time-series datasets; - Run **experiments** that steadily **improve performance and robustness**;  - Ensure **clarity and reproducibility through documentation** and structured workflows; - Collaborate with the lead scientist on priorities and modeling directions. ##### **Must-Have Skills** - 3-5 years of end-to-end ML experience (data → model → deployment); - Solid Python skills and experience with PyTorch or comparable DL frameworks; - Intuition for time-series modeling or spatiotemporal data; - Experience deploying models (batch jobs, APIs, pipelines) and debugging production behaviours; - Ability to work effectively in a dynamic environment with evolving tooling and datasets. - Clear communication skills, eagerness to learn, and enthusiasm for renewable-energy challenges. ###### Bonus Points - Exposure to weather/NWP or other scientific datasets. - Experience with large-array formats (Zarr, Icechunk) or distributed frameworks. - Familiarity with model monitoring, retraining cadence, or drift detection. - Interest in probabilistic or ensemble forecasting   ###### **Why Join Renewcast** - Work on one of the most challenging and meaningful forecasting problems. - Directly contribute to increasing the adoption of clean energy and accelerating the transition to a net-zero future. - Combine scientific curiosity with real-world model deployment. - Collaborate with experienced DS, MLOps, and engineering teammates. - High autonomy, clear ownership, and direct impact on the product and mission. - EU-friendly environment with an emphasis on growth and learning. ###### **What We Offer** - Competitive compensation; - Hybrid working with offices in Tallinn and Rome; preference is given to candidates based in Tallinn or Rome; - High-ownership work environment with visibility to leadership. ###### **How to Apply** Send your resume directly to **[recruiting@renewcast.com](mailto:recruiting@renewcast.com)** **or Click below to apply.**   [![Apply](https://hubspot-no-cache-eu1-prod.s3.amazonaws.com/cta/default/143959664/d511f0ef-740b-4a44-a405-da002a05e44c.png)](https://hubspot-cta-redirect-eu1-prod.s3.amazonaws.com/cta/redirect/143959664/d511f0ef-740b-4a44-a405-da002a05e44c) [![Renewcat_logo_2](https://renewcast.com/hs-fs/hubfs/Renewcat_logo_2.png?width=300&height=207&name=Renewcat_logo_2.png "Renewcat_logo_2")](https://143959664.hs-sites-eu1.com/homepage?hsLang=en) [![#10 Top Company-2](https://renewcast.com/hs-fs/hubfs/%2310%20Top%20Company-2.png?width=2000&height=1000&name=%2310%20Top%20Company-2.png "#10 Top Company-2")](https://www.f6s.com/renewcast) ##### Links - [Services](https://renewcast.com/homepage#services) - [Our Value](https://renewcast.com/homepage#value) - [About Us](https://renewcast.com/homepage#about) - [Blog](https://renewcast.com/blog) - [Careers](https://renewcast.com/en/careers) ##### Press Release - [SAFE/CLA - english version](https://eu1.hubs.ly/H0cg1Pb0) - [SAFE/CLA - versione italiana](https://eu1.hubs.ly/H0cg2880) - [Seed Round - Italian version](https://renewcast.com/hubfs/Renewcast%20SAFE_CLA%20-%20comunicato%20stampa%20-%20Versione%20Italiana%2006.%20Sep.%202024%20approved.pdf) - [Board of Directors](https://renewcast.com/hubfs/Press%20Release/Board%20of%20Directors.pdf) - [SAFE 2C Ventures - English Version](https://renewcast.com/hubfs/Press%20Release/SAFE%202C%20Ventures%20_%20English.pdf) - [SAFE 2C Ventures - versione Italiana](https://renewcast.com/hubfs/Press%20Release/SAFE%202C%20Ventures%20_Italian_.pdf) ##### Privacy Policies - [Privacy Policy](https://renewcast.com/en/privacy-policy) - [Cookie Policy](https://renewcast.com/en/cookie-policy) - [Privacy Policy (contact form)](https://renewcast.com/en/privacy-policy-0) - [Privacy Policy (recruiting - CV)](https://renewcast.com/en/privacy-policy-0-0) - [Whistleblowing](https://whistleblowing.renewcast.com/#/) ###### Contact Us - fabio.nicolo@renewcast.com - +39 340 3331807 - Viale Angelico, 205 - 00195 Rome, Italy --- Renewcast is an Innovative Start-up registered in the Italian innovative start-up register. VAT number: 15801141001; REA Number: RM - 1614991 © Renewcast 2024 ![back-to-top](https://f.hubspotusercontent00.net/hubfs/7712601/back-to-top.png)