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Compunnel, Inc.

RAKOF 447 AI/ML COMPUTER SYSTEMS ENGINEERS/ARCHITECTS

Career Insights for Machine Learning Engineer

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What they do

A Machine Learning Engineer specializes in designing, building, and deploying machine learning models. They utilize statistical and mathematical techniques, parallelizing processing, hyperparameter tuning, and other optimization methodologies to improve model performance. Responsibilities also include collecting and preprocessing large datasets, conducting exploratory data analysis, working closely with data engineers to understand data requirements, and engineer input variables for machine learning models.

$130,801 / year median in New Jersey

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Job Description

Job Description:
Design, develop, and deploy machine learning models for predictive analytics and intelligent applications by leveraging programming languages such as Python, R, and SQL. Build and optimize data pipelines, perform data preprocessing, and implement feature engineering techniques to prepare large datasets for modeling. Train, evaluate, and fine-tune models using modern frameworks such as TensorFlow, PyTorch, and Scikit-learn, applying concepts from supervised and unsupervised learning, deep learning, natural language processing, and computer vision. Collaborate with cross-functional teams to integrate machine learning solutions into scalable production systems, utilizing cloud platforms such as AWS or Azure along with containerization and CI/CD tools. Monitor model performance, conduct ongoing validation, and retrain models as needed to ensure accuracy, reliability, and continuous improvement.
Job Requirements:
Bachelor's degree with 5 years of progressive experience or, alternatively, a Master's degree with 1 year of experience, which will be considered equivalent. Travel required.
Job Benefits:
Health/Dental Benefits, Retirement Benefits, Other Benefits Apply by
Email:
Attn:
Vinayak Rampalli Compunnel Software Group, Inc. 4390 Route 1 North, Suite 302 Princeton, NJ 08540
Email ID:
jobapplication@compunnel.com
Website:
www.compunnel.com