Data scientist
ConcertAI
Date: 3 weeks ago
City: Bengaluru, Karnataka
Contract type: Full time
Job Requirements
- Work with a team to develop advanced analytic techniques to interrogate, visualize, interpret, and contextualize data and develop novel solutions to healthcare specific problems
- Implement a variety of analytics from data processing & QA to exploratory analytics and complex predictive models
- Understand client / product needs and translate them into tactical initiatives with defined goals and timelines
- Implement models using high level software packages (SKlearn, TensorFlow, PySpark, Databricks)
- Collaborate on software projects, providing analytical guidance and contributing to codebase
- Devises modeling and measuring techniques, and utilizes mathematics, statistical methods, engineering methods, operational mathematics techniques (linear programming, game theory, probability theory, symbolic language, etc.) and other principles and laws of scientific and economic disciplines to investigate complex issues, identify, and solve problems, and aid better decision making
- Plans, designs, coordinates and controls the progress of project work to meet client objectives; prepares and presents reports to clients
- Solves highly specialized technical objectives or problems without a pre-defined approach where the use of creative, imaginative solutions is required
- Synthesize raw data into digestible and actionable information.
- Identify specific research areas that merit investigation, develop new hypotheses and approaches for studies and evaluate the feasibility of such endeavors.
- Initiate, formulate, plan, execute and controls studies, which are designed for the purpose of identifying, analyzing, and reporting on healthcare related issues.
- Advise management on the selection of an appropriate study design, analysis, and in interpretation of study results.
- BS/ MS in mathematics, physics, statistics, engineering, or similar discipline. Ph.D. preferred.
- Minimum of 5 years analytics/ Datascience experience
- Solid experience writing SQL queries
- Strong programming abilities Python (pandas, sklearn, numpy/ scipy, pyspark)
- Knowledge of statistical methods- regression, ANOVA, EDA, PCA, etc.
- Basic visualization skills- matplotlib/seaborn/plotly/etc. PowerBI experience highly preferred.
- Experience manipulating data sets through commercial and open source software (e.g. Redshift, Snowflake, Spark, Python, R, Databricks)
- Working knowledge of medical claims data (ICD-10 codes, HCPCS, CPT, etc.)
- Experience utilizing a range of analytics involving standard data in the Pharmaceutical Industry e.g. claims data from Symphony, IQVIA, Truven, Allscripts, etc.
- Must be comfortable conversing with the end-users
- Excellent analytical, verbal and communication skills
- Ability to thrive in a fast-paced, innovative environment
- Advanced Excel skills including (v-look-up, pivot tables, charts, graphing , and macros)
- Excellent documentation skills
- Excellent planning, organizational, and time management skills
- Ability to lead meetings and give presentation.
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