Description

You will design, develop, and deploy machine learning models for a digital advertising recommendation engine.

Responsibilities

• Design and implement machine learning models including regression, classification, collaborative filtering, and deep learning to predict campaign performance.
• Perform feature engineering, data cleaning, and preprocessing to prepare datasets for model training.
• Deploy and maintain machine learning models on Vertex AI.
• Utilize BigQuery to extract, transform, and analyze large datasets.
• Collaborate with Data Engineers and Backend Engineers to build data pipelines and ensure seamless integration on Google Cloud Platform.
• Optimize model parameters for cost and performance on GCP.

Required Skills

• 5+ years of experience building machine learning models.
• 10+ years of software development experience.
• Strong programming skills in Python using scikit-learn, TensorFlow, or PyTorch.
• Expertise in data manipulation and analysis using SQL and BigQuery.
• Hands-on experience with Google Cloud Platform (GCP) and Vertex AI.
• Deep understanding of statistical modeling and machine learning algorithms.
• Ability to communicate findings and insights through clear visualizations and reports.
• Bachelor's or Master's degree in Computer Science, Statistics, Mathematics, or a related field.

Preferred Skills

• Experience leveraging LLMs for improving data quality or generating explainable text from datasets.

Key Skills

Education

Any Graduate