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Predictive Analytics Internship Jobs in Ohio (NOW HIRING)

Maintenance & Reliability Intern

Eaton, OH · On-site

$19.25 - $33.50/hr

Metallus Internship Program At Metallus, our internship program is designed to make you part of our ... analyzing equipment failures and identifying root causes * Support preventive and predictive ...

Maintenance & Reliability Intern

Eaton, OH · On-site

$19.25 - $33.50/hr

Metallus Internship Program At Metallus, our internship program is designed to make you part of our ... analyzing equipment failures and identifying root causes * Support preventive and predictive ...

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Predictive Analytics Internship information

What is a predictive analytics internship?

A Predictive Analytics Internship is a temporary position, usually for students or recent graduates, that provides hands-on experience in analyzing data to forecast trends and outcomes. Interns work with datasets, statistical models, and machine learning tools to help organizations make data-driven decisions. The internship typically involves tasks like data cleaning, building predictive models, and interpreting results under the guidance of experienced analysts or data scientists. This role helps interns develop practical skills in analytics, programming, and business intelligence.

What types of projects can I expect to work on during a predictive analytics internship?

As a Predictive Analytics Intern, you can expect to work on projects that involve collecting, cleaning, and analyzing large datasets to identify trends and make forecasts. Typical responsibilities may include building statistical models, developing machine learning algorithms, and presenting actionable insights to business stakeholders. You will likely collaborate with data scientists, engineers, and business analysts, gaining hands-on experience with real-world data challenges in a supportive team environment. These projects not only help build technical skills but also provide exposure to how data-driven decisions are made in the organization.

What are the key skills and qualifications needed to thrive as a predictive analytics intern, and why are they important?

To thrive as a Predictive Analytics Intern, you need strong quantitative skills, knowledge of statistics, and experience with data analysis, often supported by coursework in mathematics, computer science, or related fields. Familiarity with tools such as Python, R, SQL, and machine learning libraries, as well as experience using data visualization platforms like Tableau, is typically expected. Analytical thinking, attention to detail, and effective communication skills help interns present complex findings clearly and collaborate with team members. These abilities are critical for transforming data into actionable insights that drive decision-making in real business contexts.

What is the difference between Predictive Analytics Internship vs Data Analyst Internship?

AspectPredictive Analytics InternshipData Analyst Internship
Required SkillsStatistical modeling, programming (Python, R), data visualizationData cleaning, SQL, Excel, basic statistics
Work EnvironmentAnalytics teams, data science departmentsBusiness units, reporting teams
Industry UsageTech, finance, marketingRetail, healthcare, finance

Predictive Analytics Internships focus on building models to forecast future trends using statistical and machine learning techniques. Data Analyst Internships emphasize data cleaning, analysis, and reporting to support business decisions. Both roles require analytical skills, but predictive analytics internships often demand more advanced statistical knowledge and programming experience.

What are the most commonly searched types of Predictive Analytics jobs in Ohio?

The most popular types of Predictive Analytics jobs in Ohio are:

What cities in Ohio are hiring for Predictive Analytics Internship jobs?

Cities in Ohio with the most Predictive Analytics Internship job openings:

Infographic showing various Predictive Analytics Internship job openings in Ohio as of August 2026, with employment types broken down into 1% Internship, 92% Full Time, 3% Part Time, and 4% Contract. Highlights an 79% Physical, 5% Hybrid, and 16% Remote job distribution.

2027 Summer Analytics and Quantitative Modeling Internship- Cleveland

Cleveland, OH • On-site


Keybank
Banking and Credit Intermediation • 10K+ employees

8.2

Company rating: 8.2 out of 10

Based on 99 frontline employees who took The Breakroom Quiz

52nd of 172 rated banks

People enjoy working here

Good employer

Recommended by students


$25/hr

Full-time

Posted 18 days ago


Job description

Location:

127 Public Square, Cleveland Ohio

Summer 2027 Analytics & Quantitative Modeling Internship

What does our Internship Program offer?

Key's Enterprise Internship is a 10.5-week in-person program that provides meaningful work that matters, offers feedback and coaching, and creates engaging events and conversations that will spark excitement and interest in bringing one's full-time career to Key.

Interns are involved in a host of line of business specific projects that directly impact and benefit Key's business and strategic pillars. The program includes networking with Key teammates across all levels of the organization, a series of Learning Labs where internal and external speakers provide insight on Key's competitive landscape, financial wellness, and professional development best practices, and an assigned mentor who shares knowledge, experience, and advice

Analytics & Quantitative Modeling Overview:

Analytics & Quantitative Modeling at KeyBank is a cross-functional collective of program areas with the shared goal to use data, analytics, and quantitative models to meaningfully impact business performance by identifying solutions which lead to more effective risk management, more profitable business decisions, more meaningful client and employee engagements, and more proactive management of credit relationships.

About the Analytics & Quantitative Modeling Internship Program

KeyBank's Analytics & Quantitative Modeling Internship Program is designed to develop analytical and quantitative professionals through training, work experiences, and cross-functional exposure. The Intern Program takes place in the Summer of 2027 and is based at one of our area locations in Cleveland, Ohio. Interns are assigned to a specific placement area within Analytics & Quantitative Modeling and typically remain in that department for the duration of their internship.

Job Responsibilities:

  • Ability to perform data analysis, research, and draw business and financial insights through analysis with integrity and accuracy
  • Effectively and concisely communicate findings and recommendations for senior management, including effective data visualizations and insights.
  • Aptitude for problem solving using analytical and mathematical techniques across a broad spectrum of business and risk management areas
  • Conduct and leverage market and industry research for peer analytics and strategy.
  • Develop and support reporting functions for financial, regulatory, and business intelligence requirements.

Internship placement areas may include:

Quantitative Modeling and Advanced Analytics (QMAA)

Responsible for ownership and development of predictive models for management of risk, capital, and business insights; these core functions support decisions across the duration of a credit relationship, from prospecting to new business volume to portfolio management (including risk management, loss prevention, capital, and reserve adequacy).

Model Risk

Responsible for assessing predictive models across the enterprise to ensure that the models are designed suitably for the business use, performing as intended, and reliable to inform decisions.

Market Risk

KeyBank's trading activities include buying and selling fixed income securities and using derivatives to help customers hedge their exposure to interest rates, commodity prices, and foreign exchange rates. Market Risk helps price these instruments and quantify the risk of loss due to changes in markets.

Client & Employee Experience

Responsible to help our clients, communities, and colleagues thrive. Applying analytics, visualization, and storytelling to data collected from surveys or vendors allows KeyBank to enhance our clients' experiences on an ongoing basis.

Commercial Analytics

Payment solutions are evolving to meet demands of businesses, from streamlining clients' receivables and payables processes to expertly managing their liquidity and funds.

Fraud Analytics

Responsible for the enterprise detection and prevention of fraud by using modeling and advanced analytics (Machine Learning and Network Analysis) to protect our clients and the institution from bad actors.

Credit Portfolio Management

Combines external macroeconomic, industry, and geopolitical research with internal portfolio analytics to identify and mitigate emerging risks to KeyBank's credit portfolio.

Qualifications

  • Must have completed at least three years toward a four-year, undergraduate degree program with coursework in mathematics, statistics, engineering, finance, economics, computer science, business analytics, data science, or other quantitative fields of study, with an anticipated graduation in May 2028 or December 2027
  • Outstanding academic achievement (minimum undergraduate 3.5 GPA)
  • Demonstrated leadership and teamwork from past work experience and/or extracurricular activities
  • Strong analytical, problem solving, communication, and presentation skills
  • Knowledge of statistical techniques, machine learning approaches, and/or data mining concepts
  • Basic understanding of AI concepts and exposure to AI/ML tools or techniques (e.g., data analysis or simple models)
  • Preferred exposure to programming for data analysis, statistical modeling, machine learning, and data visualization (SQL, SAS, Python, R, Tableau, and others as appropriate)

Compensation and Benefits

This position is eligible to earn an hourly rate of $25 per hour for students pursuing undergraduate degrees and $28 per hour for students pursuing graduate degrees. Compensation also includes a $2,000.00 Summer Internship Sign-on Bonus.

KeyBank's Program Internship and Analyst positions are not eligible for employment visa sponsorship (e.g., H-1B visa). This includes, for example, situations where a candidate may have temporary work authorization while enrolled in school or upon graduation (e.g., CPT, OPT) but would need H-1B visa sponsorship within a few years of employment in order to maintain employment eligibility.

COMPENSATION AND BENEFITS

This position is eligible to earn an hourly rate of $25 per hour for students pursuing undergraduate degrees and $28 per hour for students pursuing graduate degrees. Compensation also includes a $2,000.00 Summer Internship Sign-on Bonus.

Please click here for a list of benefits for which this position is eligible.

Key has implemented an approach to employee workspaces which prioritizes in-office presence, while providing flexible options in circumstances where roles can be performed effectively in a mobile environment.

Job Posting Expiration Date: 09/04/2026 KeyCorp is an Equal Opportunity Employer committed to sustaining an inclusive culture. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, age, genetic information, pregnancy, disability, veteran status or any other characteristic protected by law.

Qualified individuals with disabilities or disabled veterans who are unable or limited in their ability to apply on this site may request reasonable accommodations by emailing HR_Compliance@keybank.com.

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KeyBank logo

About KeyBank

Sourced by ZipRecruiter

Key is one of the nation's largest bank-based financial services companies. Key provides deposit, lending, cash management, insurance, and investment services to individuals and businesses in 15 states under the name KeyBank National Association through a network of more than 1,200 branches and more than 1,500 ATMs. Key also provides a broad range of sophisticated corporate and investment banking products, such as merger and acquisition advice, public and private debt and equity, syndications, and derivatives to middle market companies in selected industries throughout the United States under the KeyBanc Capital Markets trade name.

Industry

Banking and credit intermediation

Company size

10,000+ Employees

Headquarters location

Cleveland, OH, US

Year founded

1849


What KeyBank employees say

Pay

Benefits

Hours and flexibility

Workplace

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