> Markdown version of [/jobs/ext/1245317-research-fellow-in-machine-learning-for-self-optimising-bioprocesses](https://www.wearedevelopers.com/jobs/ext/1245317-research-fellow-in-machine-learning-for-self-optimising-bioprocesses). Every page supports `.md` or `Accept: text/markdown`. Links point to the HTML versions so they work for humans too. Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # Research Fellow in Machine Learning for Self-Optimising Bioprocesses - **Company:** University College London Hospitals NHS Foundation Trust - **Location:** London, UK - **Salary:** £43,981.0 - £52,586.0 - **Contract:** Temporary contract - **Skills:** Big Data, Computer Programming, Python (Programming Language), Machine Learning, Data Streaming, Information Technology, Optimization Algorithms - **Published:** July 12, 2026 - **Apply:** https://uk.indeed.com/viewjob?jk=b03699d62c1293d9 ## About the Role We are seeking a highly motivated postdoctoral researcher to lead the machine learning theme of this Prosperity Partnership between UCL and Lonza, working as part of a cross-disciplinary team across UCL and Lonza sites. The postholder will develop self-optimising algorithms, time-series forecasting models, and real-time feedback control loops that drive biomanufacturing optimisation. Working with high-frequency, multi-modal data streams from the bespoke PAT system integrated with continuous-flow microfluidic platforms, the postholder will design ML routines to pre-process complex spectroscopic data, predict critical process parameters and critical quality attributes concentrations. This role is funded for 2 years in the first instance, with potential for extension., You will hold (or be near completion of) a PhD in a relevant discipline such as machine learning, computer science, control engineering, biochemical engineering, chemical engineering, process systems engineering, or a related quantitative field. You will bring expertise in self-optimising / sequential model-based optimisation algorithms (e.g. Bayesian optimisation, gradient-descent variants, reinforcement or active learning), time-series forecasting, and the development of real-time feedback control. Strong programming skills in Python, with experience developing, implementing, and deploying optimisation and machine learning algorithms for real-time or data-intensive applications, are essential. Experience working with high-frequency sensor data, signal pre-processing, and integrating algorithmic workflows into experimental or industrial environments is desirable. Familiarity with bioprocessing, PAT (Raman, UV/Vis, fluorescence, scattering) or microfluidics is desirable but not essential. You will have excellent communication skills and the ability to work both independently and collaboratively across teams and institutions. A commitment to UCL's values and to promoting equality, diversity and inclusion is essential. ## Related Videos - [Alibaba Big Data and Machine Learning Technology](https://www.wearedevelopers.com/videos/37-alibaba-big-data-and-machine-learning-technology) - [Introduction to Azure Machine Learning](https://www.wearedevelopers.com/videos/368-introduction-to-azure-machine-learning) - [Geometric deep learning for drug discovery](https://www.wearedevelopers.com/videos/264-geometric-deep-learning-for-drug-discovery) - [Python-Based Data Streaming Pipelines Within Minutes](https://www.wearedevelopers.com/videos/1233-python-based-data-streaming-pipelines-within-minutes) - [Why and when should we consider Stream Processing frameworks in our solutions](https://www.wearedevelopers.com/videos/1085-why-and-when-should-we-consider-stream-processing-frameworks-in-our-solutions) - [Effective Machine Learning - Managing Complexity with MLOps](https://www.wearedevelopers.com/videos/185-effective-machine-learning-managing-complexity-with-mlops) ## Related Articles - [MLops – Deploying, Maintaining And Evolving Machine Learning Models in Production](https://www.wearedevelopers.com/magazine/115-mlops-deploying-maintaining-and-evolving-machine-learning-models-in-production) - [What Are Large Language Models?](https://www.wearedevelopers.com/magazine/304-what-are-large-language-models) - [The Fastest-Growing Tech Sectors to Look Out for in 2025](https://www.wearedevelopers.com/magazine/373-the-fastest-growing-tech-sectors-to-look-out-for-in-2025) - [How to Become an AI Engineer](https://www.wearedevelopers.com/magazine/331-how-to-become-an-ai-engineer) - [Best Companies to work for in London: Top 25 Companies in 2023](https://www.wearedevelopers.com/magazine/187-best-companies-to-work-for-in-london-top-25-companies-in-2023) - [5 Future Technologies Coming in 2025](https://www.wearedevelopers.com/magazine/380-5-future-technologies-coming-in-2025)