Senior Machine Learning Engineer
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Requirements
• Proven track record in applying machine learning / deep learning techniques for time-series, physiological signals or continuous sensor data • >4 years of experience in a research or applied data science role, ideally involving cross-disciplinary collaboration with clinical or experimental teams • A deep understanding of digital signal processing concepts such as sampling and quantisation, spectral analysis, etc • Fluent in Python and expert in industry-standard tools for version control, data engineering, CI/CD and reproducible research workflows • Comfortable working in a fast-paced, research-driven environment with a strong sense of ownership and a willingness to learn and experiment • Excellent written and verbal communication skills for conveying complex results clearly to technical and non-technical stakeholders. • Experience with signal analysis and pipeline design for time series data in the context of wearable or medical products • Hands-on experience in software engineering • Familiarity with regulated development processes (e.g. SaMD) • Strong understanding of neurological and cardiovascular signals • Strong background in biostatistics • Strong understanding of the physical principles associated with optical spectroscopy, interferometry, and related techniques.
Responsibilities
• Lead the development and delivery of novel signal processing and machine learning models to interpret physiological signals, e.g. time series regression, classification and outliers detection • Lead exploratory data analysis on complex time-series datasets generated from clinical trials, internal studies, and external research databases • Design and validate algorithms for denoising, signal demixing, and interpretation of neuromonitoring data • Write high-quality, well-tested Python code that meets industry standards. • Collaborate with domain experts to translate clinical and physiological requirements into robust data analysis workflows • Deliver signal processing methodologies ready for translation into medical device products • Produce clear and insightful white papers, documentation, and visualisations for both technical and non-technical stakeholders • Participate in research planning by gathering requirements, scoping work items, and contributing to roadmap discussions.
Benefits
• Company equity plan so all employees share in the success of the company • Private medical, dental and vision insurance (medical history disregarded) • Group life assurance at 4x annual income • Comprehensive mental health support, including unlimited access to 1:1 sessions with trained professionals • Unlimited holiday allowance (+ bank holidays) and one week of remote working per quarter • Free lunch twice per week via JustEat and free dinner on those days where you need to work later • Twice weekly deliveries of fresh fruit and a comprehensive selection of snacks and drinks • YuLife subscription, allowing you to turn your daily steps and meditation into discounts at a range of stores • Access to Udemy for upskilling and professional development
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