We are building a cloud-based platform which allows clients to upload, curate and analyse their data using advanced ML techniques. While there will be ad-hoc data science analyses from time to time, your main focus will be on designing and implementing reproducible, maintainable and modular data science pipelines that will form part of our product offering. The role will involve working with Python, model research, contributing to publications and integration of data science workflows into a production quality platform. You will be able to work with other AI experts and feel at home working with cloud-based software stack.
Minimum Requirements
· Minimum BSC in STEM subject
· Full right to work in the UK without restriction, time limit, or sponsorship
· 2+ years of industry experience in applied data science
· Thorough understanding of statistical techniques and modelling.
· Python (Pandas, Jupyter, Scikit-learn, NumPy, SciPy, Matplotlib, Seaborn, Plotly, Bokeh)
· Expert skills with data wrangling and cleaning large datasets
· Clear communication and presentation of datasets
Optional skills and experience
· SQL (PostgreSQL preferred)
· Proficiency with command line
· Experience of cloud providers (AWS preferred)
· Experience with git
· Good development practices including automated testing
· Understanding of performance aspects of data science applications (e.g., CPU and GPU acceleration, operations on sparse arrays, model serialization and caching)
· Experience of working in a team using agile methodologies
