Philips Software Architect - (SIG-Analytics) in Bangalore, India
Responsibilities and Key Result Areas
Work with internal Business/Product units and external customers, engineering and research teams in building predictive models in healthcare and lifestyle areas
Manipulate and analyze complex, high-volume, high-dimensionality data from varying sources
Setup, Analyze and interpret the results of product experiments. Answer questions by using appropriate statistical techniques on available data
Communicate complex quantitative analysis in a clear, precise, and actionable manner
Design, develop and implement solutions and implementations using R, Python and HSDP ML libraries
Create/Leverage algorithms to extract Patterns from large data sets.
Define and adhere to scalable, efficient processes for model development, model validation, model implementation and large scale data analysis.
Develop metrics and prototypes that can be used to drive business decisions.
Identify emergent trends and opportunities for future client growth and development
Drive the collection of new data and the refinement of existing data sources
Interface with stakeholders for Requirements understanding, architecture clarifications etc.
Support in project estimation, planning and risk management activities. Identify and escalate risks in time
Ensure compliance to the Quality Management System and regulatory requirements