Machine learning Engineer
Job in
Pennington, Mercer County, New Jersey, 08534, USA
Listed on 2026-07-08
Listing for:
Tata Consultancy Services
Full Time
position Listed on 2026-07-08
Job specializations:
-
Software Development
Machine Learning/ ML Engineer, AI Engineer (Applied/Software), Data Engineering
Job Description & How to Apply Below
MLOps & Deployment
CI/CD for ML, MLflow/Kubeflow/Sage Maker/Azure ML
Model versioning, monitoring, retraining workflows
Docker, Kubernetes for deployment
Job DescriptionMust Have Technical/Functional Skills
Programming & CloudStrong Python (Num Py, pandas, scikit-learn, PyTorch/Tensor Flow)
Experience on AWS/Azure/GCP ML services
Roles & ResponsibilitiesLooking for a strong hands‑on ML Engineer with deep experience in data science, model development, and building scalable data/ML pipelines. Candidate must be technically solid, execution‑focused, and able to deliver production-ready ML solutions.
Core Technical Skills Needed ML Model Development- Supervised models:
Logistic Regression, Random Forest, XGBoost/LightGBM, SVMs - Deep learning:
Neural Networks, CNN/RNN, Transformers (PyTorch or Tensor Flow) - Classification models and evaluation techniques (AUC, ROC, precision/recall, cross‑validation)
- Data Preparation & Feature Engineering:
Data cleaning, handling missing values & outliers, Feature scaling, encoding, time‑series feature generation, Strong EDA and statistical analysis skills
- Build and maintain ML/data pipelines using Spark, Databricks, Airflow
- Data ingestion, transformation, validation (Great Expectations preferred)
- CI/CD for ML, MLflow/Kubeflow/Sage Maker/Azure ML
- Model versioning, monitoring, retraining workflows
- Docker, Kubernetes for deployment
- Strong Python (Num Py, pandas, scikit-learn, PyTorch/Tensor Flow)
- Experience on AWS/Azure/GCP ML services
- 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: $105,000 - $125,000 a year
BACHELOR OF COMPUTER SCIENCE
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