Data Scientist / Machine Learning Engineer

Cynet Systems - Alpharetta, GA

Full-time

Alpharetta, GA

Professional, Scientific, and Technical Services

About the position

The Data Scientist / Machine Learning Engineer role involves designing, developing, and deploying machine learning models, primarily using Python. The position requires extensive experience in handling complex data and implementing various machine learning techniques throughout the ML lifecycle.

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 existing CNN and LSTM models.
• Deploy models and manage inferencing processes using MLOps and MLflow.
• Work with Databricks and NER models.
• Develop REST APIs and interact with relational databases.

Requirements

• 8+ years of experience in data science and machine learning.
• Hands-on experience with TensorFlow, Keras, or PyTorch.
• Strong understanding of the ML lifecycle and data pipeline construction.
• Proficiency in data preprocessing, imputation, and feature engineering.
• Experience with exploratory data analysis and data visualization techniques.
• Knowledge of model design, training, validation, and deployment.