Machine Learning Engineer

About the Company

DataHow AG is a spin-off company of ETH Zurich founded in 2017. Our mission is to bring Industry 4.0 to the chemical, pharmaceutical, and biopharmaceutical sectors. We develop and commercialise predictive software that integrates sensor signals, process models, machine learning, reinforcement learning, historical data, and process engineering knowledge. Our technology accelerates process development, transfer, manufacturing, and risk & quality management—already trusted by 8 of the world’s 20 largest pharma companies.

About the Role

We are looking for a Machine Learning Engineer for our teams in Portugal or Italy to support the ongoing development and production integration of our machine learning algorithms.

Key responsibilities

• Implementing, deploying, and maintaining data transformation and model training pipelines in our AutoML software
• Improving internally maintained packages, SDKs, and services used by internal and external users
• Taking ownership of the full deployment lifecycle, from ideation and research to implementation and stakeholder approval
• Working closely with a multidisciplinary team of software engineers and data scientists to introduce the latest research in digital bioprocessing into software deployed at leading pharmaceutical companies worldwide
• Assisting in the research and development of novel machine learning models and algorithms for multivariate time-series prediction in biopharma

Requirements

• M.Sc. in Computer Science, Data Science, or a related field
• Strong understanding of machine learning concepts and algorithms, in particular the combination of time-series forecasting and differentiable systems
• Proficiency in programming languages commonly used in data science, such as Python or Julia
• Strong experience with machine learning libraries and frameworks (e.g., PyTorch, scikit-learn, JAX)
• Experience with backend engineering, ideally using Go and/or Rust
• Excellent problem-solving skills and strong attention to detail
• Ability to work effectively in a team environment
• Strong written and verbal communication skills

Pay range and compensation package

Integration into a young, dynamic, and interdisciplinary team of computationally driven chemical engineers, biotechnologists, and computer scientists. Hybrid work model, with flexibility between our main office in Lisbon and home office. A highly versatile role balancing advanced research, real-world industrial applications, and customer interaction. A steep learning curve, significant responsibility, and exposure to high-impact international projects. Opportunities for travel, conferences, and participation in company-wide community events. Attractive working conditions and clear opportunities for career progression.

Equal Opportunity Statement

DataHow AG is committed to diversity and inclusivity in the workplace. We encourage applications from individuals of all backgrounds and experiences.