Replica Analytics - An Aetion Company

About the role:

Working at Replica Analytics, an Aetion company, is an opportunity to advance health care, AI and privacy at the same time – three of the hottest topics in the world today. Our Advanced Technology Engineering group builds and maintains services that power Replica Analytics’ synthetic data generation software. If you enjoy a highly interdisciplinary, innovative and supportive environment, this may be the right job for you.

• Collaborate with our Data Science and Replica Synthesis Product teams to integrate methods and technologies developed by Data Science into production software.
• Measure and ensure accuracy of Replica Synthesis analytics features.
• Evaluate and improve existing Replica Synthesis analytics features.

• Self-starter with experience developing software, processing big data, and implementing machine learning / deep learning models.
• Strong communicator with the ability to understand data science concepts and express software design ideas.
• Strong interest in working with a remote team and a willingness to ask questions and share information with the rest of the team.
• Dedication to detailed testing and delivering high quality software.

• Building backend software applications in Python
• Automated software testing (unit, integration, behaviour)
• Experience with data analysis frameworks (Pandas, Numpy)
• Experience with machine learning frameworks (Scikit Learn, LightGBM)
• Experience with deep learning frameworks (PyTorch, Tensorflow)
• Experience with distributed computing (Ray, Spark)
• Experience with SQL and ETL tools
• Background in statistics or computational mathematics