ML/AI Business Applications Developer (67146-1)
Basking Ridge, NJ
12+ Months
Design, develop, and implement machine learning and AI models for business applications
Build, train, and optimize models across deep learning, NLP, computer vision, and generative AI use cases
Work with large datasets to perform data cleaning, preprocessing, and feature engineering
Evaluate, validate, and tune models to improve accuracy, performance, and robustness
Deploy models into production using APIs, microservices, and cloud-native architectures
Implement scalable and reliable model serving using Docker and Kubernetes
Monitor model performance in production, identify drift, and retrain models as needed
Apply MLOps practices to automate training, deployment, versioning, and monitoring workflows
Ensure AI solutions meet scalability, security, and reliability requirements
Collaborate with cross-functional teams including product managers, data engineers, and platform teams
Research, evaluate, and apply the latest advancements in machine learning and AI
Develop solutions using Python (preferred) or Java/C
Build models using frameworks such as TensorFlow, PyTorch, and Scikit-learn
Process and analyze data using tools such as Pandas and Apache Spark
Deploy and operate solutions on cloud platforms including AWS, Google Cloud, and Microsoft Azure
Skills: Category Name Required Importance Experience
SkillCategoryTest1_MN Digital : Amazon Web Service(AWS) Cloud Computing Yes 1 7+ years
SkillCategoryTest1_MN Digital : Docker Yes 1 7+ years
SkillCategoryTest1_MN Digital : Kubernetes Yes 1 7+ years