Data Scientist
Apply NowCompany: Tata Consultancy Services
Location: Jacksonville, FL 32210
Description:
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: $165,000-$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.
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: $165,000-$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.