Senior Data Scientist

RESPONSIBILITIES :

• Consider implementation constraints, both business and technical, and defines approach across increasingly complex / large analytics use cases
• Autonomously define the master table for increasingly complex engagements with a good understanding of all trade-offs in model building
• Contribute to feature validation
• Independently deliver one or multiple workstreams over the full duration of a project
• Have an excellent understanding of leading-edge methodologies with emerging spikes in one or more methodologies (e.g., deep learning) or domains. Can apply these rigorously to a range of problems
• Guide junior colleagues in the application of analytics approaches
• Create series of outputs / plots that build upon each other to guide problem solving with business teams. Suggests outputs across all workstreams
• Write production code optimized for efficiency and memory
• Conduct code reviews with junior colleagues
• Lead overall model validation / QA approach across the engagement
• Excellent understanding of risks and how to mitigate
• Raise potential ethical issues related to analytics to leadership

EXPERIENCE :

QUALIFICATIONS REQUIRED :

PREFERRED QUALIFICATIONS : Preference will be given to candidates who have the following :