About the role

Punchh is seeking a full-time Machine Learning Developer who will work on Punchhs AI product line. You will draw upon your machine learning, software development, and deployment skills and contribute to key product features such as customer loyalty campaign recommendation and personalization. You will experience first-hand how our Machine Learning team transforms ideas into AI products for our customers.

What You’ll Do

• Directly participate in: Develop, integrate, manage, and monitor machine learning micro-services on AWS for recommender system, personalization, natural language processing, analytics dashboard, to name a few.
• Develop a suite of automated tests for machine learning micro-services.
• Design and manage CI/CD pipelines.
• Lead the team in developing practices for robust and efficient deployment of models.
• Develop an automated system for Punchh's real-time data pipeline and batch processing.
• Promote AWS best practices within the team to improve quality, reduce risk, increase security, promote efficiency, and minimize costs.

What You’ll Need

• 5+ years of experience in working on Machine Learning Projects
• A bachelor’s, master’s, or doctorate degree in Computer Engineering or Computer Science
• A solid understanding of statistical modeling/machine learning/data mining
• Proficiency in Python and AWS machine learning packages
• Experience with Python web framework, e.g. Flask, Django or FastAPI
• Experience with databases (Elasticsearch, SQL, NoSQL, Hive, )
• Experience in a cloud environment for software development and deployment (AWS preferred)
• Excellent communication skills and ability to articulate a complex concept with thoughtful, actionable recommendations

Bonus Points if You Have

• Familiarity with distributed data processing tools like Spark, Snowflake.
• Familiarity with more than one cloud computing environment (AWS, Azure, GCP).
• Familiarity with