Machine Learning Engineer

This is a fully remote position, open to applicants in California.

📋 Description

• Develop and implement machine learning pipelines that drive PatternAI’s machine learning platform.

• Oversee MLOps infrastructure to track and enhance model performance.

• Collaborate in the creation of top-tier machine learning solutions for marketing, sales, and commercial analytics.

⛳️ Requirements

• A minimum of 3 years of professional experience as a Machine Learning Engineer or a Data Scientist focused on production.

• Strong understanding of machine learning principles and statistical methods.

• Proficient in Python programming and adept at data manipulation with SQL, Spark, and Pandas.

• Comprehensive knowledge of the Python ecosystem and key libraries such as Scikit-Learn, XGBoost, PyTorch, Keras, TensorFlow, Pandas, and prevalent ML cloud services.

• Understanding of CNNs, RNNs, LSTMs, and current research developments in the field.

• Proven experience in implementing, deploying, and maintaining machine learning systems in a production environment.

• Skilled in monitoring and improving model performance.

• Proficient with Linux, Docker, AWS, and fundamental development operations.

• An advanced degree in computer science, mathematics, statistics, or a related field is highly preferred.

🏝️ Benefits

• Employees have the option to work remotely.