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.
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.
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?
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/