Must Have Technical/Functional Skills

Data Science Skills with ability to work on AI/ML models using the below skills:

• Python
• NumPy
• Pandas
• Scikit-Learn
• Keras
• TensorFlow
• Neural Networks
• LSTM
• Databricks
• Tableau or PowerBi
• Fuzzy Clustering
• PCA
• Random Forests
• SQL – Scripting - Debugging
• PostgreSQL
• Git
• Matplotlib
• Jupyter Notebook
• Plotly Dash
• NLP
• ANN
• RNN
• Apache Spark
• Hadoop
• HPC
• Databricks experience is a must for this role.
  
  

Roles & Responsibilities

To build 3 CAVA models including developing ML models, conducting sensitivity analysis and vulnerability analysis for assets in Distribution and Transmission

To process large data including asset data, weather data, failure data and curate data for feature engineering

To develop decision-tree based ML model and produce probability of failure for each asset

To convert SHAP values to fragility curve to represent the distribution of probability of failure and weather variables (precipitation, temperature)

To calibrate fragility curve with projected climate change and produce vulnerability results

To run postprocessing analysis including aggregation and asset capacity analysis

To work with data engineers, data scientists, engineers, and GIS team to complete planned work for CAVA

Deliver model results in time to meet the timeline set for CAVA filling

Generic Managerial Skills, If any

Ability to self-monitor the progress of AI/ML models that are already created or existing. The candidate should be able to debug and make required changes with no or very limited supervision. The candidate will be required to report progress to customers with or no managerial representation on the quality of work

Salary Range: $150,000-$170,000 a year

TCS Employee Benefits Summary

Discretionary Annual Incentive.

Comprehensive Medical Coverage: Medical & Health, Dental & Vision, Disability Planning & Insurance, Pet Insurance Plans.

Family Support: Maternal & Parental Leaves.

Insurance Options: Auto & Home Insurance, Identity Theft Protection.

Convenience & Professional Growth: Commuter Benefits & Certification & Training Reimbursement.

Time Off: Vacation, Time Off, Sick Leave & Holidays.

Legal & Financial Assistance: Legal Assistance, 401K Plan, Performance Bonus, College Fund, Student Loan Refinancing.