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Data Scientist for Clinical AI Projects
at YouDiagnose

go back to Data and Product Jobs
  • St Albans
  • fulltime

Data Scientist for Clinical AI Projects

 

The role of a Data Scientist within YouDiagnose is to be our product-focused data science subject matter expert (SME) and an expert in machine learning algorithm building and statistical analysis. The Data Scientist will apply this knowledge with commercial acumen in relation to product-market fit. Prior experience in healthcare is welcome but it is not mandatory. The candidate must be a thorough understanding of case-based reason, rule-based reasoning and alternative methodology. Familiarity patient clinical data handling and confidentiality(e.g. CALDICOTT) is desirable but not mandatory. The candidate is expected to work in a team consisting of cancer scientists, research officers, clinical informatics specialists, product managers and development team.

 

Generic skill-set



  • excellent analytical and problem-solving skills



  • experience in database interrogation and analysis tools, such as Hadoop, SQL and SAS



  • exceptional communication and presentation skills in order to explain your work to people who don't understand the mechanics behind data analysis



  • effective listening skills in order to understand the requirements of the business



  • drive and the resilience to try new ideas if the first one doesn't work - you'll be expected to work with minimal supervision, so it's important that you're able to motivate yourself



  • planning, time management and organisational skills



  • the ability to deliver under pressure and to tight deadlines



  • great attention to detail



  • teamworking skills and a collaborative approach to sharing ideas and finding solutions.



What you will be doing




  • Identify valuable data sources and automate collection processes



  • Undertake preprocessing of structured and unstructured data



  • Analyse large amounts of information to discover trends and patterns



  • Build predictive models and machine-learning algorithms



  • Combine models through ensemble modeling



  • Present information using data visualisation techniques



  • Propose solutions and strategies to business challenges



  • Collaborate with engineering and product development teams



What the ideal profile looks like




  • Practical, hands-on experience with a variety of Machine Learning and statistical testing techniques



  • Production level experience with experiment design and A/B testing



  • Experience in manipulating data sets using Python & SQL and building statistical models



  • Strong problem-solving skills with an emphasis on product delivery



  • Great communication, be able to tailor explanations of statistical concepts to a variety of audiences



  • Quick learner, welcomes new challenges and is not afraid to push the boundaries.Revenue Management methods in real applications



  • Deep knowledge of data warehousing and running ETL



  • Experience with Recommender systems



  • Master's or PhD in Physics, Statistics, Mathematics, Computer Science or other Quantitative fields



 

 

Time commitment & location

Time-commitment - Variable; as needed till the phase of seed-funding and then continuous steering of the company activities to ensure we sustain the growth trajectory and reach the milestones in time.

UK location, around London preferable.

 

Remunerations

Delayed compensation plan till seed funding.

Equity + Salary - Negotiable, Top of Industry Standards of Payment, Subject to Performance and Past Experience.

 

Who are we?

We are Team YouDiagnose, a passionate team of professionals including eminent clinicians (from Top London Hospitals), software professionals, data scientists, project management consultants, leadership consultants and host of other professionals. We have joined hands and embarked on a journey with a common goal of reducing the cancer mortality worldwide by early diagnosis of cancer and widespread awareness. We have been working diligently to deploy the futuristic technologists such as artificial intelligence and machine learning into clinical diagnosis and management in cancer care. We are encouraged by the results it has shown us in our pilot studies. We have partnered with like-minded organisations, non-government organisations and charities to increase the penetration of this data science-driven healthcare platform to rural and remote areas of the world. Please see this video to know more about us and about our project.

 

Why Join YouDiagnose?

https://youtu.be/CQSxmFcLQfo

 

Advantages of Joining YouDiagnose

            * Opportunity to learn and grow in the area of clinical informatics, clinical AI and clinical ML

            * Provides a unique opportunity to play a leadership role in healthcare transformation of the country and of the whole world.

            * Hughes leadership opportunity for candidates who show passion, commitment and integrity

 

Website - https://www.youdiagnose.online/

 



 

 



  • Sound interesting? if you think you have the best composition of the above, send us your Cv and let's chat!



 

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