🇬🇧 Machine learning job: Lead Machine Learning Engineer at Mimica (London, United Kingdom)

Lead Machine Learning Engineer at Mimica United Kingdom › London (Posted Mar 1 2022) Job description What we are building At Mimica, we're pioneering a novel approach to automation: our AI learns just by observing you work. Our software records users' clicks and keystrokes as they perform a task, uses ML to identify key steps, decisions, and repetition within this dataset, and then generates a "blueprint" for RPA bots. At the core of our ML pipeline is a technology translating noisy low-level computer actions into a clean, human-readable representation. Our approach to engineering We prioritise user needs first We work in small, project-based multi-disciplinary teams We have flexibility in terms of the problems we work on We own the full life cycles of our projects We avoid silos and encourage taking up tasks in new areas We balance quality and velocity We have a shared responsibility for our production code We each set our own routine to maximise our productivity What you will own In this role, you will own components of our Machine Learning pipeline end-to-end. This means analysing and preprocessing data, implementing pipelines, researching Computer Vision and NLP literature, as well as training, validating, and deploying models to production.