Data Scientist — Tata Consultancy Services, Detroit, MI

Job Description

Data Scientist

Must Have Technical/Functional Skills

• Good understanding of machine learning including with extensive hands-on experience in model building (gradient boosting (XGBoost/LightGBM),

GLMs, time series, NLP etc.

• Knowledge of data management and visualization techniques

• Ability to do data analysis using Python

• Expertise in statistical analysis, feature engineering, A/B testing techniques and predictive modeling

• Good knowledge of Python Datascience stack: pandas, scikit-learn, MLflow (or similar), model evaluation rigor

• Experience with SQL

• Excellent communication skills and ability to work with partners: translating business problems into ML framing

• Good understanding of GenAI

Roles & Responsibilities

• Understand domain and data analytics requirements

• Perform data preprocessing that involves data transformation as well as data cleaning.

• Conduct data mining and collection procedures

• Ensure data quality and integrity

• Interpret and analyze data problems

• Conceive, plan and prioritize data projects

• Build analytic systems and predictive models

• Increase the performance and accuracy of machine learning algorithms through fine-tuning and further

• Visualize data and create reports

• Experiment with new models and techniques

• Conduct EDA and Explainability

• Align data projects with organizational goals

Education: MS

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.

Salary Range: $120000 - $150000 a year

Qualifications: MASTER OF SCIENCE