Job Details

Data Wrangler and Scientist

Company name
McGraw-Hill Education.

New York City, NY
12 hit(s)  


Data Wrangler and Scientist


New York

New York

Position Description

The Role:

Data Wrangler & Scientist


Charlottesville, VA or New York, NY

The Team: The Product Research and Innovation team gathers intelligence from across the financial services market, including new technologies and new approaches to new regulations, to help define how they have the potential to impact businesses within the sector. We then define product opportunities and build partnerships with internal teams and third parties to develop new products that deliver new innovations. We succeed through leveraging unique research, big data, and machine learning techniques, and quantifying non-traditional data sources and risk analysis in bespoke models that help businesses manage their approach. This team works toward implementing ideas at the junction of Risk, Fintech and Regulations.

The Impact: With the ever-expanding data sets and techniques to handle data, in this role you will use cutting edge techniques in domain languages to handle both traditional and alternative data sets and apply them into credit modelling.

What’s in it for you: We are a Fortune 500 company and recognized industry-leading provider of data and analytics: as such, we provide an unusually rich environment for data scientists to make an impact and grow personally and professionally. In addition to applying data science, you will have an opportunity to connect with leaders across S&P Global, our clients and partners; define new product opportunities; and be part of a lean, active, and professional team.


Design, execute and deploy projects aimed at solving high-impact business problems.

Play a central role in all stages of the data science project life cycle, including:

Identification of suitable data science project opportunities

Partnering with business leaders, domain experts, and end-users to gain business understanding, data understanding, and collect requirements

Data preparation

Data analysis/modeling

Evaluation/interpretation of results and presentation to business leaders

Partnering with software developers to provide specifications for deploying models/algorithms into production systems, when applicable

Prepare the exploratory data analyses, proof-of-concept modeling, and business cases necessary to generate partner consensus and internal support for your projects

Dedicatedly communicate the vision and status of your data science projects, ensuring that accurate expectations are set and met across all levels of partners

What We’re Looking For:


Demonstrated experience with the following, either through professional or academic experience:

Data Manipulation:

Data preparation

De-normalizing data sets, imputing, smoothing, cross linking

Hands on experience with implementing statistical models

Bayesian statistics, multivariate regression, …

Hands on experience with implementing Machine Learning techniques in a specific business application context.

Understanding of the business objectives and what can and cannot be achieved using the different algorithms, for example: decision trees, random forest, AutoML, natural language processing etc

Preferred Qualifications:

Graduate Degree in Math, Statistics, Engineering, Computer Science, or related field; or equivalent experience

3-5 yrs experience in a Data Science or other advanced data analytics role

Shown success in using large amounts of data to solve analytical problems

Strong English-speaking and writing skills required

Familiarity with data analysis scripting languages, such as Python or R (Python preferred)

Knowledge of advanced statistical data analysis and modeling

Experience with data mining, machine learning, natural language processing, and data visualization

Working knowledge of traditional data storage, relational databases, SQL, and ETL tools

Exposure to technologies such as Hadoop, Spark, NoSQL data stores

Ability to collaborate effectively with a diverse group of business, operational and technical partners

Ability to communicate complex mathematical models and processes in straightforward, non-technical language

Familiarity with conventional software development languages (Scala, JavaScript, C#, Java, etc.) a plus

About S&P Global Market Intelligence

At S&P Global Market Intelligence, we know that not all information is important—some of it is vital. Accurate, deep and insightful. We integrate financial and industry data, research and news into tools that help track performance, generate alpha, identify investment ideas, understand competitive and industry dynamics, perform valuation and assess credit risk. Investment professionals, government agencies, corporations and universities globally can gain the intelligence essential to making business and financial decisions with conviction.

S&P Global Market Intelligence is a division of S&P Global (NYSE:

SPGI), which provides essential intelligence for individuals, companies and governments to make decisions with confidence. For more information, visit,S&P Global Market Intelligence

/To all recruitment agencies/: S&P Global does not accept unsolicited agency resumes. Please do not forward such resumes to any S&P Global employee, office location or website. S&P Global will not be responsible for any fees related to such resumes.

S&P Global is an equal opportunity employer committed to making all employment decisions without regard to race - ethnicity, gender, gender identity or expression, pregnancy, color, creed, religion, national origin, age, disability, marital status (including domestic partnerships and civil unions), sexual orientation, military veteran status, unemployment status, or any other basis prohibited by federal, state or local law.

Only electronic job submissions will be considered for employment. If you need an accommodation during the application process due to a disability, please send an email to:EEO.Compliance@spglobal.comand your request will be forwarded to the appropriate person.

The EEO is the Law Poster describes discrimination protections under federal law.

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McGraw Hill Financial

McGraw Hill Financial Jobs

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Company Profile
McGRAW-HILL EDUCATION AT A GLANCE McGraw-Hill Education partners around the world with students, educators, administrators and other professionals to deliver engaging, adaptive and personalized solutions that improve performance and results. We combine proven, research-based content with the best emerging digital technologies to guide assessment, teaching and learning to achieve the best possible outcome for students, instructors and institutions. McGraw-Hill Education employs more than 6,000 people in 44 countries and publishes in more than 60 languages.

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