Staff - Tax Technology & Transformation - Advanced Technologies - Data Scientist

At EY, you’ll have the chance to build a career as unique as you are, with the global scale, support, inclusive culture and technology to become the best version of you. And we’re counting on your unique voice and perspective to help EY become even better. Join us and build an exceptional experience for yourself, and a better working world for all.   The exceptional EY experience. It's yours to build.   EY focuses on high-ethical standards and integrity among its employees and expects all candidates to demonstrate these qualities.  

Location: New York
 

US – Tax - National Tax – Data Scientist - Tax Technology and Transformation – Advanced Technologies – Staff

Tax Technology and Transformation offers services to companies in response to the impact of existing and emerging technology, including the growing data burden that many businesses face, driving efficiencies to create a cost-effective tax function and the need to understand how to make data an asset.  The underlying objective of the combined offerings is to help businesses navigate the digital age of tax transparency alongside new trends in tax compliance and tax audit methods, as well as helping to solve the most pressing challenges that businesses face.  Tax Technology and Transformation is composed of the following services:

• Artificial Intelligence
• Digital tax transformation
• Tax applications-as-a-service
• Tax data and improvement
• Tax analytics and reporting enhancement
• Other emerging tax technology, including robotic process automation (RPA), blockchain, cloud solutions, data lake development and business intelligence innovation
• Tax technology program mobilization
• Custom tax technology application development and deployment
• Tax technology strategy and road mapping
• Direct and indirect tax systems implementation and configuration
• Post-transaction (M&A) tax function operational services
• Tax operating model transformation, including process improvement, risk and controls
• Tax function assessments

 

The opportunity

Tax Technology and Transformation is an area that has seen significant growth and investment, and you will see that reflected in your experience.  It is no exaggeration to say that you will be working on highly publicized projects.  The field of taxation is constantly changing as new laws, regulations, and technologies are created, and this is your opportunity to be part of that development.

 

Key responsibilities

We are looking for an ambitious, self-motivated data scientist who will help us discover the information hidden in vast amounts of data and help us deliver even better products to our clients.  Your primary focus will be in applying data mining techniques, doing statistical analysis and building high quality prediction systems integrated with our products.  You will be expected to team on a national and even global scale, so strong communication skills, attention to detail, and ability to effectively drive results are essential.

• Selecting features and building and optimizing classifiers using machine learning techniques
• Large Language Models (LLM) prompting and deployment techniques
• Integration of AI components into full-scale solutions to support business processes
• Data mining using state-of-the-art methods
• Enhancing data collection procedures to include information that is relevant for building analytic systems
• Processing, cleansing and verifying the integrity of data used for analysis
• Doing ad-hoc analysis and presenting results in a clear manner

Depending on your unique skills and ambitions, you could be supporting various client projects, ranging from assisting in the production of leading edge machine learning models, to designing and implementing robust data pipelines that can handle data at a multinational, enterprise scale.  Whatever you find yourself doing, you will contribute and help toward developing a highly trained team, all the while handling activities with a focus on quality and commercial value. This is a highly regulated industry, so it is all about maintaining our reputation as trusted advisors by taking on bold initiatives and owning new challenges.

 

Skills and attributes for success

• Strong understanding of machine learning techniques and algorithms, such as Linear/Logistic Regression, k-NN, Naïve Bayes, Support Vector Machines (SVM), Random Forests, etc.
• Strong command and up-to-date knowledge of the latest developments in the field of Artificial Intelligence, including but not limited to Generative AI.
• Hands-on experience with Natural Language Processing (NLP) techniques
• Strong working knowledge and at least 1-2 years of experience with Python
• Strong knowledge and experience using the Python toolkit (Pandas, NumPy, Jupyter Notebooks, etc.) are essential
• Experience with data visualization tools, such as PowerBI, Seaborn, Matplotlib, etc.
• Experience with one of the following:  SQL and NoSQL database technologies, SQL Server, MongoDB
• Strong scripting and programming skills. Ability to write clean code and understand Object Oriented Programming concepts.
• Ownership of assigned tasks and monitoring them until completion, including documenting requirements, configuration, testing and debugging.
• Ability to identify ways to automate manual tasks using existing financial or tax systems and emerging technologies
• Ability to consolidate data to make analysis and planning more efficient
• Focus on improving reporting capabilities to enhance our clients' ability to evaluate risk and capitalize on opportunities
• Willingness to support project team members in any way needed to help ensure timely completion of deliverables

 

To qualify for the role, you must have

• A bachelor's degree in information system, tax technology, management information systems or computer science or related field and a minimum of one year of related work experience
• A passionate interest in data science and its role in the organization
• Excellent communication and business writing skills
• A natural flair for problem solving and an entrepreneurial approach to work
• Strong organizational and time management skills, with exceptional client-serving consulting skills
• Demonstrated ability to capture and synthesize business requirements
• Desire and demonstrated ability to provide leadership within a team
• Willingness to travel as needed, and working in a balanced hybrid environment

 

Ideally, you'll also have

• Experience with Apache Spark
• Experience working in the Microsoft Azure Cloud environment
• Experience developing ETL solutions using SSIS or other tools
• ERP experience, including SAP and/or Oracle-preferred but not required
• Practical experience or strong theoretical understanding of neural networks and their applications 

 

What we look for

We are looking for knowledgeable data science professionals with a passion for turning data into actionable insight. You will need strong business acumen and a firm strategic vision, so if you are ready to use those skills to develop your team, this role is for you.

  What we offer   We offer a comprehensive compensation and benefits package where you’ll be rewarded based on your performance and recognized for the value you bring to the business. The base salary range for this job in all geographic locations in the US is $88,300 to $145,500. The salary range for New York City Metro Area, Washington State and California (excluding Sacramento) is $106,000 to $165,400. Individual salaries within those ranges are determined through a wide variety of factors including but not limited to education, experience, knowledge, skills and geography. In addition, our Total Rewards package includes medical and dental coverage, pension and 401(k) plans, and a wide range of paid time off options. Join us in our team-led and leader-enabled hybrid model. Our expectation is for most people in external, client serving roles to work together in person 40-60% of the time over the course of an engagement, project or year. Under our flexible vacation policy, you’ll decide how much vacation time you need based on your own personal circumstances. You’ll also be granted time off for designated EY Paid Holidays, Winter/Summer breaks, Personal/Family Care, and other leaves of absence when needed to support your physical, financial, and emotional well-being.  

• Continuous learning: You’ll develop the mindset and skills to navigate whatever comes next.
• Success as defined by you: We’ll provide the tools and flexibility, so you can make a meaningful impact, your way.
• Transformative leadership: We’ll give you the insights, coaching and confidence to be the leader the world needs.
• Diverse and inclusive culture: You’ll be embraced for who you are and empowered to use your voice to help others find theirs.

  EY accepts applications for this position on an on-going basis. If you can demonstrate that you meet the criteria above, please contact us as soon as possible.   EY exists to build a better working world, helping to create long-term value for clients, people and society and build trust in the capital markets.   Enabled by data and technology, diverse EY teams in over 150 countries provide trust through assurance and help clients grow, transform and operate.   Working across assurance, consulting, law, strategy, tax and transactions, EY teams ask better questions to find new answers for the complex issues facing our world today.   For those living in California, please click here for additional information.   EY is an equal opportunity, affirmative action employer providing equal employment opportunities to applicants and employees without regard to race, color, religion, age, sex, sexual orientation, gender identity/expression, pregnancy, genetic information, national origin, protected veteran status, disability status, or any other legally protected basis, including arrest and conviction records, in accordance with applicable law.   EY is committed to providing reasonable accommodation to qualified individuals with disabilities including veterans with disabilities. If you have a disability and either need assistance applying online or need to request an accommodation during any part of the application process, please call 1-800-EY-HELP3, select Option 2 for candidate related inquiries, then select Option 1 for candidate queries and finally select Option 2 for candidates with an inquiry which will route you to EY’s Talent Shared Services Team (TSS) or email the TSS at ssc.customersupport@ey.com