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THE PROJECTThe University of Essex in partnership with Firza Ltd offers an exciting opportunity to a graduate with the relevant skills and knowledge to develop an AI driven Primary Care Workflow Automation System to collect, process and act upon patient data, using Natural Learning Processing (NLP), Computer Vision (CV) and Machine Learning (ML) techniques. This post is fixed term for 28 months and is based at Firza Ltd offices in Kent. DUTIES OF THE POSTThe duties of the post will include:* Investigation of machine learning, OCR and text classification techniques.* Design and development of an automated document classification system for classifying scanned and electronic medical patient document types and information sources.* Development of pipeline processes combining document image recognition, document classification, text analysis and knowledge extraction components using external medical data metathesaurus and semantic networks /ontologies.* Investigation of probabilistic and fuzzy logic techniques for inexact text terms matching and risk assessment pertaining extracted and classified medical information.* Development of advanced document classification, text extraction and patient risk assessment.* Pro-processing and compiling medical domain datasets for evaluating the integrated documentation classification system.* Preparing academic papers and patents applications.KEY REQUIREMENTSThe post holder must have:* BSc in Computer Science or a related discipline.* A higher degree in Statistics, Computer Science, Data Science, Mathematics or a related discipline, or equivalent qualification, or equivalent industry experience. * Commercial experience in applied data science techniques, preferably in healthcare.* Good theoretical and applied knowledge of mathematical methods for data science* Good knowledge of Python and the relevant data science Python stack (NumPy, Scikit-learn, SciPy, Xgboost).* Good knowledge of Neural Networks and the relevant Python libraries (e.g. Keras, Lasagne, TensorFlow, Theano).* Excellent programming skills.* Excellent communication and interpersonal skills.LOCATIONFirza LtdOffice 7, Innovation HouseDiscovery Park, SandwichCT13 9NDAt the University of Essex internationalism is central to who we are and what we do. We are committed to being a cosmopolitan, internationally-oriented university that is welcoming to staff and students from all countries and a university where you can find the world in one place.Please see the attached job pack, which contains a full job description and person specification which outlines the full duties, skills, qualifications and experience needed for this role plus more information relating to the post. We recommend you read this information carefully before making an application. Applications should be made on-line, but if you would like advice or help in making an application, or need information in a different format, please telephone the Resourcing Team (01206 876559).*More information: Working at the University