【Senior Data Scientist (+5 years experience)】
Senior Manager

Role Description
– Manages large and complex analytical projects from data exploration, model building, performance evaluation and testing
– Works with clients / stakeholders to design, deliver insights and develop solutions using multiple sources of structured, semi-structured and unstructured data
– Acts as an intermediary between the business / client community and the technical community
– Presents complex solutions and options in a simplified manner for clients / business

Responsibilities
– Leads the delivery of large projects and data science insights using a range of tools and methods and serves as a best practice resource for team members
– Builds internal relationships with key stakeholders across the business as well as externally with the client and technical community
– Ensures robust governance around data ethics and use of data within data science models, setting policies and procedures
– Develops new data sources internally and externally and identifies large projects and opportunities through close collaboration with the business, client and technical community

【Data Scientist (+3 years experience)】
Senior Consultant/ Manager

Role Description
– Develops and reviews complex data analytics models, algorithms, systems and solutions, using advanced and specialist data science, programming and analytical techniques
– Delivers complex predictive models and identifies new projects, opportunities and data sources which can be used to drive measurable client and commercial benefit
– Provides insights and recommendations from different data sources to senior team members to help make decisions that drive better business outcomes for clients

Responsibilities
– Works closely with senior team members to scope, identify and establish appropriate data analysis methodologies for projects
– Seeks new data sources internally and externally that enable leading edge data science solutions
– Develops complex statistical modelling tools that drive business outcomes for clients, involving complex algorithms, artificial intelligence methods, machine learning, deep learning and advanced statistics
– Confidently uses visual tools to communicate data insights and links data to business outcomes.

【Senior Data Scientist (+5 years experience)】
Senior Manager

Technical Skills & Knowledge
– Understanding in quantitative approach such as Statistics, Machine Learning, Computer Science, Econometrics
– Expertly uses all technologies and skills to design and deliver business solutions for clients (internal or external)

Experience
– Quantitative experience
– Customer facing experience
– Extensive experience with most of the technologies and skills (R, Python, Julia, C, C++)
– Experience contributing to research activity and/or designing and leading delivery of training, and/or internal events

【Data Scientist (+3 years experience)】
Senior Consultant/ Manager

Technical Skills & Knowledge
– Understanding in quantitative approach such as Statistics, Machine Learning, Computer Science, Econometrics
– Demonstrates solid knowledge of a good proportion of related skills and technologies
– A high level of proficiency with at least one programming language (R, Python, Julia, C, C++)
– Demonstrates ability to use the most complex skills and technologies

Experience
– Experience working on multiple projects requiring a wide range of skills and technologies, including the most complex ones (Data Science related)
– Experience extracting data from structured and semi-structured data
– Strong experience using a variety of data mining / data analytics methods and tools, building and implementing models, query languages and programming
– Experience delivering training in specific topics

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東京