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Backtesting Jobs in Schaumburg, IL (NOW HIRING)

Lead Data Scientist, Cat Digital

Chicago, IL · On-site

$128 - $209/hr

  • Medical

  • Dental

  • Vision

  • Life

  • Retirement

  • PTO

Time-series forecasting & modeling -- building and validating multi-horizon (13-18 month) demand forecasts with SARIMAX, gradient/ElasticNet, and ensemble/foundation models, including backtesting ...

Systems Engineer

Chicago, IL · On-site

$150K - $300K/yr

Own and evolve Aquatic's Slurm and Ray cluster infrastructure across on-prem and GCP - supporting research and trading workloads including fitting, tuning, backtesting, feature computation, and ...

Investigator

Chicago, IL · On-site

  • Medical

  • Dental

  • Vision

  • Retirement

  • PTO

... backtesting surveillance logic, data quality audits, automation of repetitive workflows, and retrospective reviews). Skills and Experience: • 2+ years of experience in the securities/trading ...

Software Engineer - Trading Strategies

Chicago, IL · On-site

  • Medical

  • Dental

  • Vision

  • Life

  • Retirement

  • PTO

Build the infrastructure and workflows that power systematic and semi-systematic trading, enabling large-scale experimentation, robust backtesting, and data-driven strategy development. * Low Latency ...

Chief Risk Officer

Chicago, IL · On-site

$150 - $200/hr

Oversee or conduct stress testing and backtesting relevant to market and technology risk, and maintain the risk register with clear escalation of significant events to the CEO and regulatory ...

Founding Data Scientist

Chicago, IL · On-site

$180K - $240K/yr

  • Medical

  • Dental

You'll build the offline evaluation and online experimentation that answers that: backtesting against real outcomes, measuring lift, and catching drift before customers do. You'll define the metrics ...

Showing results 41-50

Backtesting information

See Schaumburg, IL salary details

$41.2K

$100.6K

$147.3K

How much do backtesting jobs pay per year?

As of Aug 20, 2026, the average yearly pay for backtesting in Schaumburg, IL is $100,591.00, according to ZipRecruiter salary data. Most workers in this role earn between $82,000.00 and $116,900.00 per year, depending on experience, location, and employer.

What is backtesting?

Backtesting is the process of evaluating a trading strategy or investment model by applying it to historical market data. This helps traders and analysts see how the strategy would have performed in the past, which can provide insights into its potential effectiveness and risks. While backtesting can help identify strengths and weaknesses, it's important to remember that past performance is not always indicative of future results. The reliability of backtesting depends on data quality, strategy design, and how well it simulates real trading conditions.

What skills and qualifications are needed to thrive as a backtesting analyst?

To thrive as a Backtesting Analyst, you need a strong background in quantitative analysis, statistics, programming (typically in Python or R), and familiarity with financial markets, usually supported by a degree in mathematics, finance, or a related field. Proficiency with backtesting platforms (such as QuantConnect or Zipline), data analysis tools, and version control systems like Git is often required. Attention to detail, critical thinking, and strong problem-solving abilities are key soft skills that help ensure robust model evaluation and development. These skills are vital for accurately assessing trading strategies and minimizing risk in real-world financial applications.

What are common challenges faced when backtesting trading strategies, and how can they be managed?

One common challenge in backtesting trading strategies is the risk of overfitting, where a model performs exceptionally well on historical data but fails in live markets. Data quality and availability can also pose issues, as incomplete or inaccurate data may skew results. To manage these challenges, it's important to use out-of-sample testing, robust data cleaning processes, and to validate strategies on multiple datasets. Collaborating with quantitative analysts and developers can also help ensure the backtesting process is thorough and reliable.

What is the difference between Backtesting vs Quantitative Analyst?

AspectBacktestingQuantitative Analyst
Primary RoleTesting trading strategies using historical dataDeveloping and implementing quantitative models for investment decisions
Required SkillsData analysis, programming, finance knowledgeMathematics, programming, financial theory
Work EnvironmentTrading firms, hedge funds, financial institutionsAsset management firms, hedge funds, banks
CertificationsOften none required, but CFA or CQF helpfulCFA, CQF, or advanced degrees common

Backtesting focuses on evaluating trading strategies with historical data, while a Quantitative Analyst develops models to inform investment decisions. Both roles require strong analytical skills and finance knowledge but differ in scope and responsibilities.

What are popular job titles related to Backtesting jobs in Schaumburg, IL?

For Backtesting jobs in Schaumburg, IL, the most frequently searched job titles are:

Infographic showing various Backtesting job openings in Schaumburg, IL as of August 2026, with employment types broken down into 94% Full Time, and 6% Contract. Highlights an 76% In-person, 10% Hybrid, and 14% Remote job distribution, with an average salary of $100,591 per year, or $48.4 per hour.

Financial Crime Model Validation Manager

Crowe LLP

Chicago, IL • On-site

Full-time

Posted 9 days ago


Job description

Your Journey at Crowe Starts Here:

At Crowe, you can build a meaningful and rewarding career. With real flexibility to balance work with life moments, you're trusted to deliver results and make an impact. We embrace you for who you are, care for your well-being, and nurture your career. Everyone has equitable access to opportunities for career growth and leadership. Over our 80-year history, delivering excellent service through innovation has been a core part of our DNA across our audit, tax, and consulting groups. That's why we continuously invest in innovative ideas, such as AI-enabled insights and technology-powered solutions, to enhance our services. Join us at Crowe and embark on a career where you can help shape the future of our industry.

Job Description:

What It Means to Be a Consultant at Crowe
Consulting is a dynamic business focused on solving problems for our clients and serving our core markets through innovative solutions. As technology and AI continue to reshape the consulting landscape, we are looking for individuals who are curious, adaptable, and eager to learn. At Crowe, consultants are expected to build both technical and transferable skills, think critically, and use technology to solve real business problems. In this role, you will continuously learn, collaborate across teams, and explore how tools, including emerging AI capabilities, can improve efficiency, insights, and client outcomes.

In management at Crowe, you play a pivotal role in leading teams, guiding project execution, and deepening client relationships. You are expected to contribute to account planning, identify opportunities to add value, and ensure high-quality delivery. As your responsibilities expand, you take on broader account ownership, balancing project leadership with growing involvement in client strategy and solution development.

Success in this role comes from a growth mindset, strong communication skills, advanced critical thinking, and the ability to navigate new challenges with confidence.

The AML Model Validation and Testing Manager is expected to lead and execute model validation testing processes on systems which support Financial Crime programs, including transaction monitoring, customer risk assessment/rating, fraud detection and watchlist screening/interdiction systems. Responsibilities will include designing and/or updating testing strategies (e.g., creation of or enhancement to risk and control matrices) which will aid in the independent testing of these systems. Testing could include control conceptual design testing, control operating effectiveness testing, and/or issue validation testing. Candidates will be required to execute analytical projects working closely with senior stakeholders and clients to deliver value to financial institution clients.

Testing in the Model Validation domain will include:

  • Review of model governance, including processes surrounding their effectiveness
  • Critical challenge of model design and development
  • Testing of data inputs, including data quality issues, data mapping, ETL processes, balancing and reconciliation controls, data lineage, throughput, and backtesting
  • Testing that the model logic is working as intended
  • Assessment of model user access controls, key performance indicators (KPIs), and alert review processes
  • Evaluation of model performance, including tuning and sanctions sensitivity testing
  • Documentation of testing using standardized work papers and model validation reports and other client deliverables
  • Engagement Management: provide oversight and guidance to the testing team for efficient engagement delivery, maintain engagement budget, provide timely reporting of engagement progress to the client and engagement executive.

Qualifications:

  • Bachelor's and/or advanced degree with a concentration in Data Management or Analytics; Finance; Computer Science, Management Information Systems, or Statistics/Mathematics.
  • 4+ years of experience within the Financial Crime industry.
  • 4+ years of model validation, AML system implementation, data lineage, or quality testing experience.
  • Basic knowledge of the software development lifecycle.
  • Demonstrated experience with data analysis, business analysis, and data validation, activities with financial services institutions.
  • Demonstrated experience with performing independent testing on models, including an understanding of risks/controls and experience documenting testing within workpapers.
  • Experience executing model validations of financial crime systems, including but not limited to: Verafin, Actimize, BAM/BAM+, YellowHammer, FCRM, FinanSeer, FiServ, Lexis Nexis Bridger, FircoSoft, Quantexa, Palantir, Accuity, RDC, and others.
  • Demonstrated experience and knowledge of banking and compliance systems.
  • Demonstrated experience working in a results-driven environment within a team environment.
  • Strong organizational, interpersonal, and presentation skills.
  • Ability to actively engage with stakeholders to collect information, and issues, and make recommendations for business and process improvements.
  • Highly effective verbal and written communication skills and the ability to interact with all levels of management.
  • Strong teamwork, communication, and customer service skills.
  • Strong analytical, attention to detail, organizational, and core project management skills.
  • Possesses knowledge of the challenges of data cleansing and integration.
  • Ability to work with IT and business personnel.
  • Travel as required by client needs.

Preferred:

  • Prior professional services/consulting firm experience
  • Experience with data extraction and analysis tools such as SQL/Python.
  • Experience with visualizing and communicating analytical results using technologies such as Tableau, Power BI, Cognos, QlikView, Spotfire, and D3

#LI-JB1 #AML #AntiMoneyLaundering #FinancialCrime #ModelValidation #ValidationTesting #GoCrowe

We expect the candidate to uphold Crowe's values of Care, Trust, Courage, and Stewardship. These values define who we are. We expect all of our people to act ethically and with integrity at all times.

The application deadline for this role is 09/11/2026.

In compliance with federal law, all persons hired will be required to verify identity and eligibility to work in the United States and to complete the required employment eligibility verification form upon hire. Crowe is not sponsoring for work authorization at this time.

The wage range for this role takes into account the wide range of factors that are considered in making compensation decisions including but not limited to skill sets; experience and training; licensure and certifications; and other business and organizational needs. The disclosed range estimate has not been adjusted for the applicable geographic differential associated with the location at which the position may be filled. At Crowe, it is not typical for an individual to be hired at or near the top of the range for their role and compensation decisions are dependent on the facts and circumstances of each case. A reasonable estimate of the current range is $102,800.00 - $210,200.00 per year.

Our Benefits:
Your exceptional people experience starts here. At Crowe, we know that great peopleare what makes a great firm. We care about our people and offer employees a comprehensive total rewards package. Learn more about what working at Crowe can mean for you!
How You Can Grow:
We will nurture your talent in an inclusive culture that values diversity. You will have the chance to meet on a consistent basis with your Career Coach that will guide you in your career goals and aspirations. Learn more about where talent can prosper!
More about Crowe:
Crowe (www.crowe.com) is one of the largest public accounting, consulting and technology firms in the United States. Crowe uses its deep industry expertise to provide audit services to public and private entities while also helping clients reach their goals with tax, advisory, risk and performance services. Crowe is recognized by many organizations as one of the country's best places to work. Crowe serves clients worldwide as an independent member of Crowe Global, one of the largest global accounting networks in the world. The network consists of more than 200 independent accounting and advisory services firms in more than 130 countries around the world.
Crowe LLP and Crowe Advisory LLC (and their respective subsidiary entities) provides equal employment opportunities to all employees and applicants for employment and prohibits discrimination and harassment of any type without regard to race, color, religion, age, sex, sexual orientation, gender identity or expression, genetics, national origin, disability or protected veteran status, or any other characteristic protected by federal, state or local laws.


Crowe LLP and Crowe Advisory LLC (and their respective subsidiary entities) does not accept unsolicited candidates, referrals or resumes from any staffing agency, recruiting service, sourcing entity or any other third-party paid service at any time. Any referrals, resumes or candidates submitted to Crowe, or any employee or owner of Crowe without a pre-existing agreement signed by both parties covering the submission will be considered the property of Crowe, and free of charge.


Crowe will consider for employment all qualified applicants, including those with criminal histories, in a manner consistent with the requirements of applicable state and local laws, including the City of Los Angeles' Fair Chance Initiative for Hiring Ordinance, Los Angeles County Fair Chance Ordinance, San Francisco Fair Chance Ordinance, and the California Fair Chance Act.

Please visit our webpage to see notices of the various state and local Ban-the-Box laws and Fair Chance Ordinances, where applicable.

We are committed to a merit-based hiring process, evaluating all candidates consistently using objective, job-related criteria such as relevant experience, demonstrated skills, measurable impact, and alignment with the role's responsibilities, and making employment decisions in a fair and inclusive manner free from discrimination.

If you are interested in applying for employment with Crowe and are in need of an accommodation or require special assistance to navigate our website or to complete your application, please visit our Applicant Assistance and Accommodations page for more information: https://careers.crowe.com/crowe-applicant-assistance-and-accommodation


Crowe logo

About Crowe

Sourced by ZipRecruiter

Crowe (www.crowe.com) is one of the largest public accounting, consulting and technology firms in the United States. Crowe uses its deep industry expertise to provide audit services to public and private entities while also helping clients reach their goals with tax, advisory, risk and performance services. Crowe is recognized by many organizations as one of the country's best places to work. Crowe serves clients worldwide as an independent member of Crowe Global, one of the largest global accounting networks in the world. The network consists of more than 200 independent accounting and advisory services firms in more than 130 countries around the world.

Industry

Accounting services

Company size

1,001 - 5,000 Employees

Headquarters location

Chicago, IL, US

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