This position is for a Manager role in the Insurance Predictive Analytics domain for one of our client. The key responsibility will be to support the client's Insurance Analytics team from Gurgaon in undertaking various Analytics and Data Science projects.
The job responsibilities include the following :
- Clearly Setting Project Objectives with the Client - Take initiatives to identify opportunities and develop problem statements to be worked upon.
- Data Extraction, Cleansing and Manipulation - Handle large volume of data, research for variables and work with structured / unstructured data.
- Predictive Modelling - Development of models using appropriate predictive analytics techniques
- Model Documentation - Clear and Detailed Documentation of the modelling procedures.
- Participate in various other analytics projects and work on ad-hoc requests relating to data extractions and visualizations as per the client need
- Modeling / Data Science : Model training and development, Model monitoring, refitting models, diagnostics / analysis and publishing the model
- Model pipeline automation via airflow documentation
- Development dashboards containing model validation and monitoring KPIs
We are also looking for a go getter person who can define :
Analytic strategies to meet the demands of business requirementsTechnical requirements of the analytic solutionsData requirements of the analytic solution processesThe person will be part of the Data Science team for a major Insurance client. He / She will work with different stakeholders as SME for data scienceEngages in technical problem solving across multiple technologies often needs to develop new solutionsA typical work day will involve working with stakeholders in individual contributorA suitable candidate should have 7-10 years of experience in a similar role and should possess a go -getter attitude. He / She should be able to deal with ambiguityExperience in insurance preferred but not mandatory.Personal Qualifications
Deep understanding of AnalyticsStrong communicator and team player. Should have experience in client interactions.Experience in working in a multi-cultural environmentQuestions existing processes, suggests improvementsRequired Education and Skills
Academic Background in Science (Mathematics, Physics, Engineering, Statistics, Economics, Actuarial Science etc.)Strong IT skills - Hands on experience in Machine Learning, Data Analysis and Data Preparation tools like Python, Pyspark, SQL, Airflow and good knowledge in advanced analytics / Machine learning / statistical / data mining / Text mining techniques in Regression or classificationExperience working with generalized linear models and machine learning model development process is essentialWorking knowledge with AWS Services like S3, EC2, EMR, AirflowWorking knowledge of Snowflake and Power BIExperience in P&C Insurance Industry is preferableSkills Required
Sql, Machine Learning, model development , model validation, Python, general linear models