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EY

GDS Tax Technology - Machine Learning Python Manager (Japanese Speaking)

EY GDS's Tax Innovation, Solutions and Technology (IST) group as well as the Tax Tech Transformation (TTT) team's mission is to develop, implement and integrate technology solutions that better serve our clients and engagement teams. As a member of EY's core Tax practice, you'll develop a deep tax technical knowledge and outstanding database, data analytics and programming skills.

Ever-increasing regulations require tax departments to gather, organize and analyse more data than ever before. Often the data necessary to satisfy these ever-increasing and complex regulations must be collected from a variety of systems and departments throughout an organization. Effectively and efficiently handling the variety and volume of data is often extremely challenging and time consuming for a company.

The opportunity

EY's GDS IST and TTT team members work side-by-side with the firm's partners, clients and tax technical subject matter experts to develop and incorporate technology solutions that enhance value-add, improve efficiencies and enable our clients with disruptive and market leading tools supporting Tax.

GDS IST and TTT team works closely with clients and professionals in the following areas: Federal Business Tax Services, Partnership Compliance, Corporate Compliance, Indirect Tax Services, Human Capital, and Internal Tax Services. GDS Tax Technology provides solution architecture, application development, testing and maintenance support to the global TAX service line both on a pro-active basis and in response to specific requests.

Your key responsibilities

As a Machine Learning Manager, you will be involved in designing, development, testing and deployment of ML/ AI solution. You'll spend most of your time doing end to end coding using Python R, applying machine learning techniques to deliver actionable insights. You will be Applying standard statistical methods, Stimulation models and statistical programming as needed. You will also be responsible for model development- manipulation including data exploration, training data, feature extraction and model development, validation and scoring on structured and unstructured data and to highlight patterns, anomalies, relationship and trends.

Skills and attributes for success
  • Designing and Building systems that mine massive datasets and structure/ engineer it to be usable for machine learning models and to apply AI/Machine Learning technology to solve real-world problems.
  • Developing a strong understanding of business requirements; working with business users/ business analysts to define probable solutions and present result in a clear and concise manner.
  • Effectively managing clients and stakeholders.
  • Mentoring team members in the use of machine learning.


To qualify for the role you must have
  • Bachelor's Degree in Computer Science and alike
  • Overall 10 years of experience and hands on experience in Machine learning and artificial Intelligence Intelligence techniques and tools such as neural networks, deep learning, MS Azure Cognitive Service, regression, decision tree, random forest, classification and clustering, natural language processing (NLP), Natural Language Generation (NLG), ARIMA algorithms.
  • 2-3 years of experience in people management.
  • Good communication skills in English and Japanese.
  • Expertise in software such as R and Python.
  • Strong - programming skills, algorithm development and database management systems.


Ideally, you'll also have

• At least a couple of end-to-end ML projects experience

What we look for

• A Team of people with commercial acumen, technical experience and enthusiasm to learn new things in this fast-moving environment

• An opportunity to be a part of market-leading, multi-disciplinary team of 1400 + professionals, in the only integrated global transaction business worldwide.

• Opportunities to work with EY TAS practices globally with leading businesses across a range of industries

What working at EY offers

At EY, we're dedicated to helping our clients, from start-ups to Fortune 500 companies - and the work we do with them is as varied as they are.

You get to work with inspiring and meaningful projects. Our focus is education and coaching alongside practical experience to ensure your personal development. We value our employees and you will be able to control your own development with an individual progression plan. You will quickly grow into a responsible role with challenging and stimulating assignments. Moreover, you will be part of an interdisciplinary environment that emphasizes high quality and knowledge exchange. Plus, we offer:
  • Support, coaching and feedback from some of the most engaging colleagues around
  • Opportunities to develop new skills and progress your career
  • The freedom and flexibility to handle your role in a way that's right for you


About EY

As a global leader in assurance, tax, transaction and advisory services, we're using the finance products, expertise and systems we've developed to build a better working world. That starts with a culture that believes in giving you the training, opportunities and creative freedom to make things better. Whenever you join, however long you stay, the exceptional EY experience lasts a lifetime. And with a commitment to hiring and developing the most passionate people, we'll make our ambition to be the best employer by 2020 a reality.

If you can confidently demonstrate that you meet the criteria above, please contact us as soon as possible.

Build your legacy with us.

Apply now.

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