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Numerical Simulation Jobs (NOW HIRING)

Proficiency with numerical simulation software tools and expert in MATLAB and/or Scientific Python. Hands-on experience of Gen-AI and Machine Learning. Deep understanding of packaging materials and ...

We are looking for someone who is strong in numerical methods, large-scale simulation, and the modeling of complex dynamical systems, who likes difficult technical problems, and who wants to work on ...

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Numerical Simulation information

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$11K

$67.6K

$121.5K

How much do numerical simulation jobs pay per year?

As of Jun 27, 2026, the average yearly pay for numerical simulation in the United States is $67,601.00, according to ZipRecruiter salary data. Most workers in this role earn between $44,000.00 and $79,500.00 per year, depending on experience, location, and employer.

What are the key skills and qualifications needed to thrive in the Numerical Simulation position, and why are they important?

To thrive in a Numerical Simulation role, you need a strong background in mathematics, physics, and computer science, often supported by a relevant degree such as engineering or applied mathematics. Proficiency with simulation software (like ANSYS, MATLAB, or COMSOL), programming languages (such as Python, C++, or Fortran), and familiarity with modeling standards and high-performance computing is typically required. Critical thinking, attention to detail, and effective communication are crucial soft skills for clearly interpreting results and collaborating with multidisciplinary teams. These competencies are vital for producing accurate, actionable simulation outcomes that drive real-world engineering and scientific solutions.

What is a Numerical Simulation job?

A Numerical Simulation job involves using computer-based models to simulate physical, chemical, or engineering processes. Professionals in this field apply mathematical techniques and computational tools to analyze complex systems, optimize designs, and predict real-world behavior. They work in industries such as aerospace, automotive, energy, and biomedical engineering. Strong programming, mathematical modeling, and problem-solving skills are essential for this role.

What are some typical projects or daily tasks for professionals in Numerical Simulation roles?

Professionals working in Numerical Simulation roles often spend their days developing and running computer models to predict physical phenomena, such as fluid dynamics, heat transfer, or structural behavior. Their tasks may include setting up simulation parameters, validating models with experimental data, analyzing simulation results, and preparing technical reports for stakeholders. Collaboration with engineers, scientists, or product development teams is common to ensure simulations address real-world issues and meet project goals. On a weekly basis, you may also be involved in refining existing models, troubleshooting computational issues, and keeping up with the latest simulation techniques and best practices.

More about Numerical Simulation jobs
What cities are hiring for Numerical Simulation jobs? Cities with the most Numerical Simulation job openings:
Infographic showing various Numerical Simulation job openings in the United States as of June 2026, with employment types broken down into 85% Full Time, 13% Part Time, and 2% Contract. Highlights an 89% Physical, 2% Hybrid, and 9% Remote job distribution, with an average salary of $67,601 per year, or $32.5 per hour.
IC Packaging Simulation Engineer

IC Packaging Simulation Engineer

Apple

Austin, TX

$181K - $318K/yr

Full-time

Medical, Dental, Retirement

Posted 5 days ago


Apple rating

8.1

Company rating: 8.1 out of 10

Based on 662 frontline employees who took The Breakroom Quiz

6th of 30 rated technology retailers


Job description

Do you like to work on groundbreaking technologies that enable amazing new products? Do you have the attention for details and love for excellence to work towards an extraordinary result?
We are looking for a self-motivated Packaging Simulation Engineer who is proficient in FEM simulation with multi-year FEM software ANSYS or ABAQUS.
This position requires someone familiar with development process of simulation and characterization projects, that thrives in a multifaceted collaborative organization.
Description
In this role, you will be working on stress and deformation simulation of IC packages to provide a comprehensive understanding of chip-package interaction and package-board interaction to ensure good device yield and reliability. You will also be working on scripting CAD/FEM software, and Generative-AI/Machine Learning/numerical tools to set up automated model-generation user interfaces.","responsibilities":"Numerical modeling of the stress and deformation of component packages to provide a comprehensive understanding of chip-package interaction and package-board interaction to ensure good device yield and reliability.
Actively exploring the feasibility during product package definition and identifying risks of reliability and product yield through simulation.
Supporting new product introduction (NPI), solving problems emerging from product development and manufacturing.
Programming or scripting CAD/FEM software, and Gen-AI/ML/numerical tools to set up automated model-generation user interfaces and maintain those codes.
Preferred Qualifications
Proven capability in mechanics and mathematics.
Hands-on experience of major FEM tools (e.g., ANSYS, ABAQUS, Hypermesh, etc.).
Proficiency with numerical simulation software tools and expert in MATLAB and/or Scientific Python.
Hands-on experience of Gen-AI and Machine Learning.
Deep understanding of packaging materials and their mechanical behaviors.
Knowledge of electronic packaging structures and processes, as well as its reliability, and package qualification requirements is a huge plus.
Able to perform independent research and development work.
Excellent written and verbal communication skills with ability to present ideas, design concepts, data, and plan with high confidence at team meetings.
Minimum Qualifications
BS and a minimum of 10 years relevant industry experience or equivalent
Pay & Benefits
Apple is an equal opportunity employer that is committed to inclusion and diversity. We seek to promote equal opportunity for all applicants without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, Veteran status, or other legally protected characteristics. Learn more about your EEO rights as an applicant
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At Apple, we believe accessibility is a fundamental human right. You'll find that idea reflected in everything here - in our culture, our benefits and our digital tools. By welcoming as many perspectives as possible, we help you build a career where you feel like you belong.
Learn about accessibility in Apple's workplace
Learn about reasonable accommodations for job applicants
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Apple accepts applications to this posting on an ongoing basis.
"}]}},{"postLocationId":"postLocation-SFMETRO","localizations":{"en_US":[{"displayOrder":1,"type":"POSTING_FOOTER_RULES_NEW","content":"At Apple, base pay is one part of our total compensation package and is determined within a range. This provides the opportunity to progress as you grow and develop within a role. The base pay range for this role is between $181,100 and $318,400, and your base pay will depend on your skills, qualifications, experience, and location.
Apple employees also have the opportunity to become an Apple shareholder through participation in Apple's discretionary employee stock programs. Apple employees are eligible for discretionary restricted stock unit awards, and can purchase Apple stock at a discount if voluntarily participating in Apple's Employee Stock Purchase Plan. You'll also receive benefits including: Comprehensive medical and dental coverage, retirement benefits, a range of discounted products and free services, and for formal education related to advancing your career at Apple, reimbursement for certain educational expenses - including tuition. Additionally, this role might be eligible for discretionary bonuses or commission payments as well as relocation. Learn more about Apple Benefits
Note: Apple benefit, compensation and employee stock programs are subject to eligibility requirements and other terms of the applicable plan or program.

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About Apple

Sourced by ZipRecruiter

Imagine what you could do here! At Apple, new ideas have a way of becoming extraordinary products, services, and customer experiences very quickly. Bring passion and dedication to your job and there's no telling what you could accomplish. Dynamic, intelligent people and inspiring, innovative technologies are the norm here. The people who work here have reinvented entire industries with all Apple Hardware products. The same real passion for innovation that goes into our products also applies to our practices strengthening our dedication to leave the world better than we found it.

Industry

Computer and electronic product manufacturing

Company size

10,000+ Employees

Headquarters location

Cupertino, CA, US

Year founded

1976