Summary:
Data Engineer with Machine Learning/Spark/Scala and Java.
Responsibilities:
Required Skills:
- Big Data experience,
- 3+ year experience in Java, Python and Scala, Spark and Machine Learning,
- Data mining, Data analysis
Desirable Skills:
- Gather and process raw data at scale (including writing scripts, web scraping, calling APIs, write SQL queries, etc.),
- Work closely with our engineering team to integrate and build algorithms,
- Process unstructured data into a form suitable for analysis – and then do the analysis,
- Support business decisions with ad hoc analysis as needed,
- Extract data from a variety of relational databases, manipulate, explore data using quantitative, statistical and visualization tools,
- Inform the selection of appropriate modelling techniques to ensure that predictive models are developed using rigorous statistical processes,
- Establish and maintain effective processes for validating and updating predictive models,
- Analyse, model, and forecast health service utilization patterns/ trends and create capability to model outcomes of what-if scenarios for novel health care delivery models,
- Collaborate with internal business, analytics and data strategy partners to improve efficiency and increase applicability of predictive models into the core software products,
- Perform statistical analysis to prioritize to maximize success,
- Identify areas for improvement, communicating action plans,
- Perform strategic data analysis and research to support business needs,
- Identify opportunities to improve productivity via sophisticated statistical modelling,
- Explore data to identify opportunities to improve business results,
- Develop understanding of business processes, goals and strategy to provide analysis and interpretation to management,
- Gain understanding of business needs and necessary analysis where appropriate through internal discussion
