Management consulting-Data Scientist-Associate1-Shanghai
Core
Designing data architectures, predictive models, and algorithms for innovative applications in asset and wealth management, serving clients with complex business issues.
Role type
Associate Data Scientist (Advisory)
Builds
Predictive models, data visualization prototypes, and scalable data processes for client engagements.
Domain
Asset and Wealth Management / Analytics
Deliverable
production ML models | dashboards & analysis
Required skills
Statistics, Python, R, SQL, predictive modeling, data mining, exploratory analysis, algorithm design, data visualization, machine learning, advanced mathematics
Preferred skills
Hadoop, NoSQL, Java, Scala, Spark, Big Data technologies
Technologies
Python, R, SQL, Hadoop, NoSQL, Java, Scala, Spark
Responsibilities
Design architectures for models and algorithms; identify and collect new data sources; build large, complex data sets; conduct statistical modeling and experiment design; test and validate predictive models; build web prototypes and perform data visualization; implement automated processes for scale models; collaborate with database engineers and scientists; train data management teams on new procedures.
Seniority
Associate, hands-on IC