Data Scientist-core Business - McLean, United States - EY
Description
Data Scientist, Core Business Services (Investments) (Supervising Associate) (Multiple Positions), Ernst & Young U.S. LLP, Tysons (McLean), VA.
Full time employment, Monday - Friday, 40 hours per week, 8:30 am - 5:30 pm.
MINIMUM REQUIREMENTS:
Must have a Bachelor's degree in Data Science, Business Analytics, Economics, Finance, Mathematics, Statistics, Computer Science, Information Technology, Computer Engineering or a related quantitative field and 3 years of related work experience.
Alternatively, will accept a Master's degree in Data Science, Business Analytics, Economics, Finance, Mathematics, Statistics, Computer Science, Information Technology, Computer Engineering or a related quantitative field and 2 years of related work experience.
Must have 1 year of experience with dimension reduction and working with financial data.
Must have 1 year of experience with data augmentation techniques with at least one or a combination of the following: SMOTE, SMOTE-NC, and/or SMOGN.
Must have 2 years of experience in one or a combination of the following programming languages used for data cleaning, analysis, and visualization: R, Python, Stata, and/or Julia.
Must have 2 years of experience with SQL and common relational database tools, including one or a combination of the following: MS SQL; MySQL; and/or Azure SQL Database.
Must have 2 years of experience in:
- independent task management and distilling project objectives in a new environment of data sets;
- managing projects that involve predicting level of attrition of a group of employees, preparing the data set with multiple descriptors related to demographic characteristics and work specific characteristics.
Must have 2 years of experience manipulating, transforming, and analyzing complex data including all of the following:
- Analyzing exploratory data;
- Checking for data quality;
- Conducting distributional analysis;
- Conducting feature engineering;
- Testing multicollinearity in both continuous and categorical variables;
- Checking for outliers;
- Measuring the performance of technique selected; and
- Interpreting the results of data and assessing the merits of metrics chosen.
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 our business.
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.
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.
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Transformative leadership:We'll give you the insights, coaching and confidence to be the leader the world needs.
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Diverse and inclusive culture:You'll be embraced for who you are and empowered to use your voice to help others find theirs.
If you can demonstrate that you meet the criteria above, please contact us as soon as possible.
The exceptional EY experience. It's yours to build.
EY | Building a better working world
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.
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, national origin, protected veteran status, disability status, or any other legally protected basis, including arrest and conviction records, in accordance with applicable law.
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