Job ID: 582812277
Job date: 2018-03-07
End Date:
Company : Holmusk Country : Role : Research Scientist
Job date: 2018-03-07
End Date:
Company : Holmusk Country : Role : Research Scientist
Job Description:
Responsibilities:
Additional Info:
Holmusk is a global digital health and data analytics company, focused on solving complex problems in healthcare for chronic diseases. We build innovative, scalable and cost-effective digital behaviour change programs that combine cutting-edge clinical research, technology and design to nudge people towards sustainable changes for better health. We develop powerful predictive algorithms that offer actionable insights for personalised care and population health management. We are based in Singapore and USA. Our flagship behaviour change program is Glyco Leap, a smart coach for Type 2 diabetes. Beautifully designed, simple to use and convenient. Learn more @ glycoleap.com[Click Here to Access the Original Job Post]
Responsibilities:
- Develop predictive models on clinical and healthcare related datasets to address various business problems of healthcare and pharma clients through leveraging advanced statistical modeling, machine learning, or data mining techniques
- Engage in both exploratory data analysis to identify trends and predictive data analysis to solve problems
- Understand client needs, frame a problem in terms of application of data science and create a roadmap to execution
- Learn about new and varied disease conditions and ability to communicate with subject matter experts
- Create visualizations to effectively communicate the insights both internally and externally for both scientific and business audience
- Deep understanding of statistical modeling, machine learning, data mining concepts, optimization etc.
- Experience with analysis tools (Python, R, etc.)
- Proficient in one or more programming languages such as Python, Java, C/C++, Matlab
- Familiar with one or more machine learning and statistical modeling tools such as R, Python scipy, scikit-learn, TensorFlow etc.
- Strong analytical and quantitative problem solving ability.
- Excellent communication, interpersonal relationship skills and a strong team player
- PhD or MS in Computer Science, Physics, Engineering, Statistics, Applied Math, Bioengineering, Bioinformatics or related field
- Prior experience in using predictive modeling or data driven analysis in biological or healthcare related data
- Proficiency in programming languages like Python, Java etc.
- Experience in applying predictive modeling in consulting or industry setting
- Knowledge and experience of working with relational databases and SQL
- Experience with software development tools like linux command line utilities, version control systems (git strongly preferred) and test driven development
Requeriments :
- M.Sc. or higher Degree in Bioinformatics
- M.Sc. or higher Degree in Computer Science
- M.Sc. or higher Degree in Statistics
Skills :
- Data Mining
- Lunix/Unix
- Machine Learning
- Modeling
- Programing in C
- Programing in C++
- Programing in Python
- Programming in Java
- Programming in Matlab
- Programming in R
- SQL
- Statistics
- Version Control
Areas :
Additional Info:
Holmusk is a global digital health and data analytics company, focused on solving complex problems in healthcare for chronic diseases. We build innovative, scalable and cost-effective digital behaviour change programs that combine cutting-edge clinical research, technology and design to nudge people towards sustainable changes for better health. We develop powerful predictive algorithms that offer actionable insights for personalised care and population health management. We are based in Singapore and USA. Our flagship behaviour change program is Glyco Leap, a smart coach for Type 2 diabetes. Beautifully designed, simple to use and convenient. Learn more @ glycoleap.com[Click Here to Access the Original Job Post]