IDR is excited to announce an opportunity for an ambitious and experienced AI Data Engineer to join our esteemed client's team in Atlanta, GA.
Position Overview & Responsibilities for the AI Data Engineer:Design, test, and enhance machine learning models for tasks like classification, regression, clustering, or recommendations.
Collaborate with the Enterprise Data Management Team to gather, clean, preprocess, and analyze large datasets to create effective training sets.
Apply machine learning algorithms and neural networks using tools like TensorFlow and PyTorch.
Deploy machine learning models into production using APIs, containers (e.g., Docker), or cloud platforms (AWS, GCP, Azure).
Track model performance, detect changes, and implement updates or retraining plans to maintain model accuracy.
Partner with data management, applications, enterprise architects, and product managers to ensure solutions align with business objectives.
Hands-on experience with machine learning frameworks like TensorFlow and PyTorch.
Solid knowledge of SQL, NoSQL, and big data tools such as Spark or Hadoop.
Experience deploying machine learning models using cloud platforms like AWS, Google Cloud, or Microsoft Azure.
Expertise in model evaluation using metrics like precision, recall, F1-score, AUC-ROC, and confusion matrices.
Proven ability to collaborate effectively in design sessions and work well within teams to gather and manage data sources.