Working together with product team to develop model to delivery AI/OR embedded software
Literature review on related topic
Design and develop dataset on database, data warehouse or data lake depended on scale and use case of that data product
Design and develop machine learning model using whatever techniques that suite the problem
Design and develop api to delivery model as a service
Writing story report from business intelligence or machine learning model
Present impact of model result as a story to the team and customer
Study and develop new technique to improve model
2+ years of experience manipulating data sets and building statistical models, has a degree in Statistics, Mathematics, Computer Science or other related fields.
Strong problem solving skills with an emphasis on product development.
Experience using statistical computer languages (Python, Julia, SLQ, etc.) to manipulate data and draw insights from large data sets.
Experience working with and creating data architectures.
Knowledge of a variety of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.) and their real-world advantages/drawbacks.
Knowledge of advanced statistical techniques and concepts (regression, properties of distributions, statistical tests and proper usage, etc.) and experience with applications.
Excellent written and verbal communication skills for coordinating across teams.
Nice to have
knowledge of FHIR
SQL Server, Azure Synapse, Databricks
Mixed Integer Programming, Heuristic approach
Machine learning, Deep learning
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