Description
Lead AI solution strategy across multiple projects and teams. Drive innovation in AI solution practices and model optimization. Represent the AI solution team in executive meetings. Develop long-term plans for AI solution research and development.
Responsibilities
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 – Manage 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 – Transparent and Detailed Documentation of the modelling procedures.
- Model Deployment and Automation
- Participate in various other analytics projects and work on ad-hoc requests relating to data extractions and visualizations as per the client’s 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.
- Hands-on experience in developing and deploying Machine Learning and Generalized Lineal Models as well as data preparation, transformation and analysis
- Well versed in model development, validation, and monitoring process
- Expertise in tools like Python, Pyspark, SQL
- Good knowledge of Natural Language Processing and Text Mining
- Working knowledge with AWS Services like S3, EC2, EMR, Airflow, Sagemaker
- Working knowledge of Snowflake
- Experience in P&C; Insurance Industry is preferable.
📌 Manager (Gurugram)
🏢 EXL
📍 Gurugram
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