Data Scientist - Healthcare & AI

Company:  52North - creators of Neutrocheck®
Location: Cambridge
Closing Date: 05/11/2024
Hours: Full Time
Type: Permanent
Job Requirements / Description
About 52North Crowned 'MedTech Company of the Year' in the 2023 Cambridge Independent Science and Technology Awards, 52North is a med-tech start-up aiming to reinvent healthcare journeys for all people across the world. Our mission is to help people live better lives, and we do this through innovating, collaborating and using cutting-edge technology that centre around the people who will engage with it: whether they are people living with disease, care givers, doctors, paramedics, or nurses. By integrating cutting-edge technology with a human-centred approach, we're dedicated to revolutionising patient experiences and setting new industry standards. We are at an exciting and fast-paced stage of the company’s growth and are looking for an enthusiastic, proactive, and dedicated Data Scientist to join our collaborative and interdisciplinary team. Apply now if you are passionate about developing state-of-the-art technology to make healthcare systems more efficient and transform the lives of patients around the world. Position Overview We are seeking a talented and motivated Healthcare and AI Data Scientist to join our team at 52North. As a key member of our growing and dynamic company, you will play a critical role in developing data-driven solutions that advance healthcare and medical devices. Your work will involve applying advanced machine learning, deep learning, and statistical analysis techniques to complex datasets, driving the future of medical technology and patient care. In our collaborative and fast-paced environment, strong communication skills are essential. You will need to effectively share your insights and ideas with both technical and non-technical team members, contributing to strategic decisions and the overall direction of our products. Key Responsibilities Image analysis and computer vision: Develop and implement image analysis frameworks using deep learning and computer vision techniques to enhance the functionality of medical devices. Collaborate with cross-functional teams to integrate these frameworks into products that improve patient outcomes. Work on the end-to-end deployment of machine learning models, ensuring they are scalable, efficient, and reliable in production environments. Conduct thorough testing and validation of models, iterating to improve performance and reliability. Data analysis and predictive modelling: Utilise machine learning techniques to uncover trends, patterns, and insights from complex medical datasets. Develop models that support clinical decision-making and product development. Communication and collaboration: Clearly communicate complex technical concepts and data insights to non-technical stakeholders, including product managers, clinicians, and other colleagues. Actively participate in discussions, offering ideas and feedback to influence product development and company strategy. Collaborate effectively in a small start-up environment. Qualifications and experience Essential Education: Master’s or Ph.D. degree in Data Science, Computer Science, Statistics, Biomedical Engineering, or a related field. Technical skills: Proficiency in programming languages such as Python, R, and SQL. Experience with machine learning frameworks (e.g., TensorFlow, PyTorch) and libraries for data analysis (e.g., Pandas, NumPy, Scikit-learn). Expertise in deep learning, particularly in image analysis and computer vision. Strong understanding of statistical analysis methods and their application to healthcare data. Familiarity with cloud platforms (e.g., AWS, Azure) for deploying and managing machine learning models. Analytical and problem-solving skills: Ability to analyse complex datasets and derive meaningful, actionable insights. Proven experience in developing and deploying predictive models in a real-world setting. Communication and teamwork: Excellent communication skills, with the ability to clearly articulate technical concepts to non-technical audiences. Experience working in a collaborative, fast-paced environment, ideally within a start-up or small organization. Ability to influence and contribute to strategic decisions through effective communication and teamwork. Domain knowledge: Familiarity with healthcare regulations and data privacy standards (e.g., GDPR, HIPAA). Knowledge of the medical device development lifecycle and regulation is a plus. Preferred Experience in the healthcare industry, particularly in roles focused on data science and machine learning. Experience with MLOps practices and tools for model deployment and monitoring. Contributions to research in healthcare data science or imaging. Benefits At 52North, we believe that our team should be taken care of both in and outside of the office. We offer a robust benefits package, carefully designed to ensure our team members are supported in all aspects of their lives. Our benefits include: Hybrid Working: Enjoy the flexibility of working from home or in our beautiful office space. Flexible Schedule: We understand that everyone has different needs and rhythms. That is why we offer a flexible work schedule. Generous Holiday Allowance: We offer 28 days of paid holiday plus bank holidays every year. On top of that, you will get an extra day off for every two years of service with us. Maternity, Paternity and Adoption Policies: We have comprehensive policies for maternity, paternity, shared parental leave and adoption to support our team members in these life-changing moments. EMI Share Option Scheme: We want our team to be part of our long-term success, so we provide a participation in an EMI share option scheme. Pension Scheme: We offer a NEST pension scheme with generous employer contributions. Health Insurance: Our health insurance provides generous coverage, including physiotherapy, mental health services, and unlimited virtual GP consultations. Dental and Optical Coverage: We cover dental and optical expenses because we know how important complete healthcare is. Wellbeing Engagement Programme: We promote a healthy lifestyle by providing a 50% discount on certain gym memberships and other wellness resources. Social Activities: We foster a close-knit community with social activities throughout the year and multi-day group retreats. Office Perks: Our office is a 15-minute walk from the historical city centre of Cambridge, well connected with public transport and Park & Ride. Enjoy free biscuits, cake, tea, and coffee and soak in the beautiful countryside views that our office offers. 52North is an equal opportunity employer and is committed to providing equal employment opportunities to all employees and applicants for employment without regard to race, colour, religion, sex, sexual orientation, gender identity, national origin, age, disability, or any other characteristics protected by law. Join us at 52North and enjoy these benefits as you work in an environment that fosters growth and encourages work-life balance.
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52North - creators of Neutrocheck®
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