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Bayesian Modeling Jobs in Chicago, IL (NOW HIRING)

... e.g., bayesian pooling, hierarchical modeling) * Demonstrated communication skills and experience presenting complex findings to both technical and non-technical stakeholders * Demonstrated ...

We combine sequence-based models and variational autoencoders (VAEs) with Bayesian optimization, using experimental data to rapidly design and refine proteins into impactful therapeutics. The Applied ...

Quantitative Researcher (Fixed Income)

Chicago, IL ยท On-site

$175K - $250K/yr

  • Medical

  • Dental

  • Vision

  • Life

  • Retirement

  • PTO

Must have experience with Bayesian filtering/Hidden Markov Models is desirable. * Intra-day credit curve modeling is a plus. Benefits and Perks * Fully paid Medical, Dental, Vision, Disability, and ...

Quantitative Researcher (Fixed Income)

Chicago, IL ยท On-site

$175K - $250K/yr

  • Medical

  • Dental

  • Vision

  • Life

  • Retirement

  • PTO

Must have experience with Bayesian filtering/Hidden Markov Models is desirable. * Intra-day credit curve modeling is a plus. Benefits and Perks * Fully paid Medical, Dental, Vision, Disability, and ...

... Bayesian inference, regression analysis, multivariate methods, experimental design, and ... Ability to explain asymptotic theory, Neyman-Pearson lemma, and generalized linear models while ...

Demonstrated good proficiency in quantitative skills necessary for data analysis and machine learning model development (e.g., statistical/Bayesian inference, mathematics, computer science, etc.) are ...

Simulation R&D Engineer

Lisle, IL ยท On-site

$90K - $120K/yr

  • Medical

  • Dental

  • Vision

  • Life

  • Retirement

  • PTO

Background in reduced-order modeling (ROM), surrogate modeling, or Bayesian calibration, with experience in integrating these approaches into simulation workflows. * Familiarity with CAD/CAE ...

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Bayesian Modeling information

See Chicago, IL salary details

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How much do bayesian modeling jobs pay per hour?

As of Aug 16, 2026, the average hourly pay for bayesian modeling in Chicago, IL is $60.48, according to ZipRecruiter salary data. Most workers in this role earn between $54.23 and $70.34 per hour, depending on experience, location, and employer.

What is the difference between Bayesian Modeling vs Data Scientist?

AspectBayesian ModelingData Scientist
Required CredentialsStatistics, Mathematics, Data AnalysisStatistics, Computer Science, Data Analysis
Work EnvironmentResearch-focused, statistical modelingCross-functional, data analysis, visualization
Industry UsageResearch, academia, specialized analyticsBusiness, tech, finance, healthcare
Common Search/ComparisonYesYes

Bayesian Modeling and Data Scientists often overlap in skills like statistics and data analysis. Bayesian Modeling specializes in probabilistic models and statistical inference, while Data Scientists have broader roles including data cleaning, visualization, and machine learning. Both roles are essential in data-driven industries, but Bayesian Modeling is more focused on advanced statistical techniques.

What are the key skills and qualifications needed to thrive as a Bayesian modeler, and why are they important?

To thrive as a Bayesian Modeler, you need a solid background in statistics, probability theory, and mathematical modeling, often supported by an advanced degree in statistics, mathematics, or a related field. Proficiency with programming languages such as R, Python, or Stan, and experience with statistical software and Bayesian inference tools are essential. Strong analytical thinking, attention to detail, and effective communication skills help in interpreting results and collaborating with multidisciplinary teams. These skills ensure accurate model development, reliable data-driven insights, and clear communication of complex findings to stakeholders.

How does a Bayesian modeling specialist typically collaborate with cross-functional teams in a workplace setting?

Bayesian Modeling specialists often work closely with data scientists, software engineers, and domain experts to integrate probabilistic models into larger analytical or production systems. They are involved in translating complex statistical concepts into actionable insights and recommendations tailored to business needs. Effective communication is key, as they must present findings to both technical and non-technical stakeholders, ensuring that model assumptions and results are clearly understood. Collaboration may also include contributing to code reviews, sharing best practices for model validation, and mentoring colleagues on Bayesian methodologies.

What is Bayesian modeling?

Bayesian modeling is a statistical approach that uses Bayes' Theorem to update the probability of a hypothesis as more data becomes available. It incorporates prior beliefs or knowledge, combines them with observed data, and produces a posterior probability distribution to guide inference and decision-making. This approach is widely used in various fields such as machine learning, data science, and scientific research for tasks like parameter estimation, prediction, and model selection.

What cities near Chicago, IL are hiring for Bayesian Modeling jobs?

Cities near Chicago, IL with the most Bayesian Modeling job openings:

Senior Software Engineer, Quant - hybrid in Chicago, IL, Overland Park, KS or NYC

Socket.dev

Chicago, IL โ€ข On-site

$130.90 - $169.40/hr

Other

Medical, Dental, Vision, Retirement, PTO

Posted 11 days ago


Job description

Job Description:

Building trusted markets - powered by our people

At Cboe Global Markets, we inspire our people to solve complex challenges together because what we do matters. We provide the financial infrastructure that powers the global economy. As a leading provider of market infrastructure and tradable products, Cboe delivers cutting-edge trading, clearing and investment solutions to market participants around the world.

Weโ€™re building meaningful ways to support professional and personal development while strengthening the trust weโ€™ve earned as a global market leader. Our teams are empowered to share ideas, actively pursue them and bring on a challenge. As champions of internal mobility and access to opportunity, we encourage our people to \"go for it\" and equip our managers with the training to coach their teams to the next level. We strive to provide employees a safe space to network, share ideas and create opportunities.

To support strong partnership and team connection, this role follows a four day in office work model.

Cboe is looking for an experienced Senior Quantitative Developer who seeks a new challenge in the financial technology services industry. You will work within a team of seasoned developers, technologists, and quants with immense experience in financial markets and a keen interest in financial modeling and analytics.

Responsibilities:
  • Develop and implement quantitative models and software applications to process and analyze real-time financial market data in a high-performance, real-time computing environment
  • Maintain and optimize existing software applications, and recommend and implement improvements
  • Write technical specifications, project plans, and technical documentation; translate business requirements into functional specifications and project plans
  • Regular communication with senior managers and technical colleagues
  • Processing, collecting, and analyzing financial market data, including high frequency real-time pricing data and reference data
  • Monitor and improve the quality of analytical data generated from our applications; develop/work with reference data team to add or modify reference data sources
  • Work with product managers and business development team to write documentation, technical specifications, project plans and sales material for our data and applications
Experience:
  • Minimum 5 years of experience in financial markets required (market data, reference data, risk)
  • Quantitative STEM background with a strong interest in financial markets, derivatives pricing, quantitative modeling, and risk analytics experience
  • Experience in financial derivatives modeling, corporate actions, securities, and derivatives reference data, including futures and options contracts
  • Strong programming skills in Java and/or C++; functional programming skills in SQL; and working knowledge of R, Python/NumPy, MatLab, or similar language for working with data and performing scientific computing. CUDA programming experience preferred.
  • Strong knowledge of and extensive experience with statistical concepts including Bayesian modeling and hypothesis testing; linear regression; principal components (PCA); tree models; and time series modeling such as GARCH
Specific Skills Required:
  • Strong attention to detail, a highly analytical and quantitative mind, capable of translating analytical insights into actions
  • Ability to work as a self-starter with minimal supervision; take ownership of projects from start to finish; develop requirements and specifications; QA testing, documentation and production release
  • Ability to multi-task, prioritize and manage time effectively, in a deadline driven environment
  • Strong interpersonal and communication skills necessary to work within a global team
Education:

Bachelor's degree required and Masterโ€™s or PhD in a STEM field highly preferred

Benefits And Perks Of Working For Cboe Global Markets

We value the total wellbeing of our people - including health, financial, personal and social wellness. We believe standard benefits like health insurance and fair pay are a given at any organization. Still, you should know we offer:

  • Fair and competitive salary and incentive compensation packages with an upside for overachievement
  • Generous paid time off, including vacation, personal days, sick days and annual community service days
  • Health, dental and vision benefits, including access to telemedicine and mental health services
  • 2:1 401(k) match, up to 8% match immediately upon hire
  • Discounted Employee Stock Purchase Plan
  • Tax Savings Accounts for health, dependent and transportation
  • Employee referral bonus program
  • Volunteer opportunities to help you give back to your communities

Some of our associatesโ€™ favorite benefits and perks include:

  • Complimentary lunch, snacks and coffee in any Cboe office
  • Paid Tuition assistance and education opportunities
  • Generous charitable giving company match
  • Paid parental leave and fertility benefits
  • On-site gyms and discounts to other fitness centers
  • Paid Time Off
More About Cboe Global Markets

Weโ€™re reimagining the future of the workplace by focusing on what matters most, our people. Our journey is an inclusive one. Weโ€™re investing deeply in leadership programs and career development initiatives that ensure everyone has an equal chance to succeed.

We work with purpose, solving problems with ingenuity, collaboration, and a lot of passion. Weโ€™re an engaged and excited team connecting markets across borders and embracing growth in all its forms to achieve incredible outcomes.

Learn more about life at Cboe on our website and LinkedIn.

Equal Employment Opportunity

We're proud to be an equal opportunity employer do not discriminate against any employee or applicant for employment based on any legally protected characteristic, including race, color, religion, sex, sexual orientation, gender identity, national origin, age, disability, genetic information, or Veteran status. We are committed to fostering a workplace where all individuals are valued and respected.

This position is not eligible for visa sponsorship. Candidates must be legally authorized to work in the United States without the need for employer sponsorship now or in the future.Salary Ranges (applicable for US locations only)

At Cboe, we are committed to providing a competitive, transparent, and market-informed total rewards program. The anticipated base salary range for this role is $119,000-$154,000 in Kansas, $130,900-$169,400 in Chicago, and $148,750-$192,500 in New York, with actual compensation determined by job-related factors such as skills, relevant experience, education, internal alignment, and location.

This role may also be eligible for annual incentive compensation and, where applicable, participation in Cboe's long-term equity programs.

Additional information about Cboe's total rewards program, including benefits and other compensation components, can be found here: Total Rewards at CBOE.

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