Machine Learning Engineer

Lorven Technologies - Alpharetta, GA

Full-time

Alpharetta, GA

Professional, Scientific, and Technical Services

About the position

The Machine Learning Engineer role involves designing, developing, and deploying machine learning models, primarily using Python. This position requires extensive experience in handling complex data and implementing various machine learning lifecycle processes, including data preprocessing, model training, and deployment.

Responsibilities

• Design, develop, and deploy machine learning models using Python.
• Analyze complex, high-volume, high-dimensionality data for building data pipelines.
• Implement data preprocessing, imputation, and feature engineering techniques.
• Conduct exploratory data analysis and data visualization.
• Design and train machine learning models using TensorFlow or PyTorch.
• Perform model validation, fine-tuning, and hyperparameter tuning.
• Utilize transfer learning and work with existing CNN and LSTM models.
• Deploy models and manage inferencing processes using MLOPS, MFLOW, and Databricks.
• Develop NER models and integrate with REST APIs.
• Work with any relational database.

Requirements

• 8+ years of experience in machine learning engineering.
• Hands-on experience with TensorFlow, Keras, or PyTorch.
• Proficient in Python programming for machine learning applications.
• Experience in data preprocessing and feature engineering techniques.
• Familiarity with model design, training, and deployment processes.
• Knowledge of MLOPS practices and tools.