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3ds

CFD Product Manager

Waltham, MA · On-site

Test functionality as it's developed * Build compelling demos and use cases showing measurable ... Surrogate modeling, reduced-order modeling * Optimization, design space exploration * Familiarity ...

Sentara Healthcare

Physical Therapy Assistant

Woodbridge, VA · On-site

$27.75 - $36.50/hr

Adoption, Infertility, and Surrogacy Reimbursement * Career and personal development opportunities ... it serves. In support of our mission "to improve health every day," this is a tobacco-free ...

Sentara Healthcare

Physical Therapy Assistant

Barco, NC · On-site

$26 - $34.25/hr

Adoption, Infertility, and Surrogacy Reimbursement * Career and personal development opportunities ... it serves. In support of our mission "to improve health every day," this is a tobacco-free ...

Sentara Healthcare

Physical Therapy Assistant

Chesapeake, VA · On-site

$27.25 - $36/hr

Adoption, Infertility, and Surrogacy Reimbursement * Career and personal development opportunities ... it serves. In support of our mission "to improve health every day," this is a tobacco-free ...

Sentara Healthcare

Physical Therapy Assistant

Chesapeake, VA · On-site

$27.25 - $36/hr

Adoption, Infertility, and Surrogacy Reimbursement * Career and personal development opportunities ... it serves. In support of our mission "to improve health every day," this is a tobacco-free ...

Ksb

Machine Learning Engineer

Grovetown, GA · On-site

It is these three success factors that make KSB the company it is today. At KSB, we recognise that ... The role lives where machine learning meets scientific computing: surrogate modeling, data-driven ...

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How much do it surrogate jobs pay per year?

As of Aug 8, 2026, the average yearly pay for it surrogate in the United States is $93,028.00, according to ZipRecruiter salary data. Most workers in this role earn between $71,000.00 and $116,500.00 per year, depending on experience, location, and employer.

What is the difference between It Surrogate vs Data Analyst?

AspectIt SurrogateData Analyst
Required CredentialsIT certifications, technical skillsStatistics, data analysis certifications
Work EnvironmentIT departments, tech firmsBusiness, finance, marketing sectors
Employer & Industry UsageIT support, software companiesCorporate, consulting, research firms

It Surrogates focus on providing technical support and IT solutions, often working in tech environments, while Data Analysts interpret data to inform business decisions. Both roles require technical skills but serve different functions within organizations.

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It Surrogate jobs near you
Infographic showing various It Surrogate job openings in the United States as of August 2026, with employment types broken down into 1% As Needed, 92% Full Time, 5% Part Time, and 2% Contract. Highlights an 89% Physical, 4% Hybrid, and 7% Remote job distribution, with an average salary of $93,028 per year, or $44.7 per hour.

CFD Product Manager

3ds

Waltham, MA • On-site

Full-time

Medical, Dental, Vision, Life, Retirement

This job post has expired today. Applications are no longer accepted.

Job description

ROLE DESCRIPTION & RESPONSIBILITIES
We are seeking a technically oriented CFD Product Manager to contribute to the evolution of simulation products at the intersection of Computational Fluid Dynamics (CFD) and AI/ML. This role will support the development of next-generation capabilities that enhance engineering workflows through data-driven modeling, automation, and improved simulation efficiency.
You will work within a cross-functional environment alongside engineering, research, and product teams to help deliver solutions that enable faster insight, more scalable analysis, and improved decision-making for customers in industries such as aerospace, automotive, and industrial equipment.
Advances in AI and machine learning are increasingly shaping the future of simulation-driven design. This role contributes to integrating these technologies into established CFD workflows in a practical and scalable way. You will be part of a broader effort to enhance simulation capabilities and deliver meaningful improvements to engineering productivity, while building experience across product management, simulation technology, and applied AI.
Support Development of the Vision & Strategy
  • Support the development and refinement of product direction for AI/ML-enabled CFD solutions
  • Identify and evaluate relevant use cases across aerodynamics, propulsion, thermal systems, and industrial flows
  • Contribute to market and technology analysis related to simulation and machine learning

Execute the Roadmap
  • Translate product strategy into well-defined requirements, user stories, and prioritized features
  • Collaborate with development teams to deliver capabilities across simulation platforms, ML pipelines, and intelligent agents for workflow automation
  • Balance enhancements to core simulation technologies (solvers, meshing, HPC/cloud) with AI/ML innovation (AI copilots, design agents)

Support Agentic AI Innovation for Fluids
  • Work with technical teams to develop AI agents that can autonomously set up, run, analyze, and optimize CFD simulations
  • Contribute to defining workflows where LLMs + physics models collaborate to accelerate engineering decisions

Deliver Surrogate Modeling at Scale
  • Champion reduced-order models and ML-based surrogates to enable near real-time predictions
  • Ensure seamless integration between high-fidelity CFD and fast, deployable ML models
    Document and communicate requirements

Partner Across Disciplines
  • Partner with CFD engineers, data scientists, and software teams to ensure alignment on requirements and priorities
  • Engage with internal stakeholders and customers to gather feedback and validate product direction
  • Bridge deep technical domains with user-centric product thinking

Demonstrate Value
  • Test functionality as it's developed
  • Build compelling demos and use cases showing measurable gains (speed, cost, performance)
  • Tell a clear story: from days/weeks of simulation → seconds/minutes of insight

Qualifications
  • Master's Degree (2-5 years experience) or PhD degree (0-2 years experience) in Mechanical Engineering, Aerospace Engineering, Computer Science, or a related field
  • Experience in product management, engineering, or a related technical role
  • Strong background in CFD (industry experience or advanced degree)
    • Experience with Navier-Stokes algorithms, RANS turbulence models, and body fitted meshing
    • Experience in CFD Verification and Validation processes
    • Understanding of CFD user landscape, ranging from designers to analysts
  • Solid understanding of machine learning / AI, especially:
    • Surrogate modeling, reduced-order modeling
    • Optimization, design space exploration
    • Familiarity with LLMs and emerging agentic frameworks is a big plus
  • Ability to translate complex technical concepts into clear product direction
  • Strong collaboration and communication skills in cross-functional environments
  • Curiosity, creativity, and a bias toward action

Preferred skills / experience
  • Experience applying AI/ML to physics-based simulations
  • Exposure to industries like automotive, aerospace, or heavy equipment
  • Familiarity with cloud/HPC simulation environments
  • Passion for building tools engineers actually love to use

Inclusion statement
In order to provide equal employment and advancement opportunities to all individuals, employment decisions at 3DS are based on merit, qualifications and abilities. 3DS is committed to a policy of non-discrimination and equal opportunity for all employees and qualified applicants without regard to race, color, religion, gender, sex (including pregnancy, childbirth or medical or common conditions related to pregnancy or childbirth), sexual orientation, gender identity, gender expression, marital status, familial status, national origin, ancestry, age (40 and above), disability, veteran status, military service, application for military service, genetic information, receipt of free medical care, or any other characteristic protected under applicable law. 3DS will make reasonable accommodations for qualified individuals with known disabilities, in accordance with applicable law. Qualified applicants with arrest or conviction records will be considered for employment in accordance with applicable state laws and local ordinances. We are committed to fair employment practices and will evaluate all candidates based on their qualifications, regardless of past arrest or conviction history.
Compensation & Benefits
Dassault Systèmes offers an excellent salary with potential for bonus, commensurate with experience. Benefits include a choice of plans providing comprehensive coverage for medical, dental, vision care for employee & dependents as well as employee life, short & long term disability, tuition reimbursement, immediate 401K enrollment, 401K match (50 cents on the dollar, up to the first 8% of your eligible compensation that you contribute based on match eligibility criteria), flexible time off policy, and 10 paid holidays.
Salary Pay Transparency
Compensation for the role will be commensurate with experience. The total expected compensation range will be between $97700 and $139500, representing the base salary (or annualized salary based on estimated hourly compensation) and target bonus.

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