【マッキンゼー・アンド・カンパニー】Expert Data Science
仕事内容
You will be based in Tokyo and will be part of our Analytics team. As an Expert Data Scientist, you will work with other Data Scientists, Data Engineers, Machine Learning Engineers, Designers and Project Managers on interdisciplinary projects, using Maths, Stats and Machine Learning to derive structure and knowledge from raw data across various industry sectors.
We are currently leveraging Python, Spark, Luigi, Airflow, AWS, Google Cloud, Azure, Databricks, Docker, Kubernetes, Node.JS, React, Javascript, Typescript, SCSS, GraphQL and MySQL across our product suite.
However, we advocate to use the right tech for the right task. Technology evolves and the engineering is responsible to stay up to date with the latest technologies and ensure we make the relevant changes where needed.
Your impact within our firm
In this role you will influence many of the recommendations our clients need to positively change their businesses and enhance performance. You will work on complex and extremely varied data sets from some of the world’s largest organisations to solve real world problems. You will develop data science products and solutions by writing highly optimized code to advance our internal Data Science Toolbox for clients, as well as for our data science team.
You will also work with specialists in machine learning, engineering and design and add real-world impact to your academic expertise. You will be encouraged to write ‘black’ papers and present at meetings and conferences should you wish.
As an Expert Data Scientist in QuantumBlack Tokyo you will:
Act as a mentor for a group of engineers in QuantumBlack team;
Help the Tech Lead plan, drive and monitor the delivery of the work;
Produce high-quality code that allows us to put solutions in production;
Suggest and build new product features;
Lead code reviews and lead on refactoring when needed;
Contribute to design decisions while working in a collaborative way with your team members and Technical Lead;
Advocate for and drive the adoption of our engineering best practices and high software engineering standards;
You will work in multi-disciplinary environments harnessing data to provide real-world impact for organization globally.
応募資格(必須経験など)
Your qualifications and skills
MSc or PhD level in a relevant field (such as Computer Science, Machine Learning, Applied Statistics, Mathematics)
Client-facing skills e.g. working in close-knit teams on topics such as data warehousing, machine learning
Demonstrated leadership (thought leadership or people leadership e.g. managed project teams or direct reports)
Experience in applying data science methods to business problems
Programming experience in languages such as: Python, R, Scala, SQL Good presentation and communication skills, with a knack for explaining complex analytical concepts to people from other fields
Knowledge of distributed computing or NoSQL technologies is a bonus
Proven application of advanced analytical and statistical methods in the commercial world Strong command of both English and Japanese (N1 or Native)