Data Scientist Full-Time

EXL SERVICE.COM(INDIA) PRIVATE LIMITED

Posted By : EXL SERVICE.COM(INDIA) PRIVATE LIMITED

Bengaluru, Karnataka (2)Noida, Uttar Pradesh (2)

Job Description Role: Data Scientist Domain: Healthcare Payer Functional Area: • Leverage huge sets of healthcare payer data to analyze member experience across several dimensions • Make recommendations for streamlining underlying processes to enhance member journey, proactive intervention and prompt care delivery Responsibility: • Capture a 360 degree view of member experience by consolidating disparate data sets • Perform descriptive analysis on various aspects of member journey – points of care , claims adjudication, operational processes, appeals mechanism • Identify areas of improvement or friction that might be disrupting member satisfaction • Member Profiling – Segment population using advanced clustering techniques for customized targeting and intervention • Deploy predictive modeling to design an intervention framework which can navigate the member through his her journey with minimum disruption and proactive care Skills: • Proficiency in PySpark, Pandas. • Good Knowledge of Hadoop, MapReduce, HDFS • Good Knowledge of Big Data querying tools, such as Hive, python to manipulate data and draw insights. • Experience with Big Data ML toolkits – SparkML (Scikit Learn in Python), clustering, decision tree learning etc. • Good Knowledge of Statistical Techniques – Descriptive Statistics, Hypothesis Testing, Tests of Significance, Correlation, Predictive Modeling • Good domain knowledge of US Healthcare space

  • Active Learning
  • Active Listening
  • Administration and Management
  • Category Flexibility
  • Complex Problem Solving
  • Computers and Electronics
  • Critical Thinking
  • Deductive Reasoning
  • Engineering and Technology
  • English Language
  • Fluency of Ideas
  • Inductive Reasoning
  • Information Ordering
  • Judgment and Decision Making
  • Mathematical Reasoning
  • Mathematics
  • Near Vision
  • Number Facility
  • Operations Analysis
  • Oral Comprehension
  • Oral Expression
  • Originality
  • Problem Sensitivity
  • Reading Comprehension
  • Science
  • Speaking
  • Speech Clarity
  • Speech Recognition
  • Systems Analysis
  • Systems Evaluation
  • Writing
  • Written Comprehension
  • Written Expression

Bachelor of Technology (B.Tech) - Computer Science & Engineering

Journey