Modeling Engineer Job at PPG Industries (Springdale)

New

Dc-Gpu Performance Modeling Engineer

Architect, analyse and optimize high-performance GPU-centric SoCs for Machine Le...

Location

India , Bangalore

Salary:

Not provided

AMD

Expiration Date

Until further notice

Requirements

PhD in Computer Science / Electronics Engineering, and 1+ years of experience as a Performance Engineer
MS/MTech in Computer Science / Electronics Engineering, and 3+ years of experience as a Performance Engineer
BTech in Computer Science / Electronics Engineering, and 5+ years of experience as a Performance Engineer
Strong understanding of computer architecture
Exposure to performance analysis, workload characterization, and hardware/software co-design exploration
Familiarity with ML models and software stacks relevant to ML
Understanding of AI model distributed training and inference, model layers and ML ops, parallelization strategies
Strong programming skills, including experience with Python (or similar)

Job Responsibility

Define, build and maintain performance models for performance projections, analysis and architecture exploration
Develop and execute system-level modelling strategies for ML and GPU hardware and software co-design
Drive performance trade-off studies for new architectural features, algorithms, and system configurations, providing data-driven recommendations
Collaborate with architecture, design and software teams to integrate models, define workloads and analyse simulation results
Innovate and advance modelling methodologies, tools and infrastructure to improve accuracy, speed, and architectural insight

Fulltime

Senior Virtual Software Modeling Engineer

Bring AMD's leading-edge SoCs to life in a virtual environment! Develop Fast Pla...

Location

United Kingdom , Cambridge

Salary:

Not provided

AMD

Expiration Date

Until further notice

Requirements

High-performance system and application software development in C/C++ for Windows and/or Linux environments
Hardware system architecture and subsystem interface protocols
x86, ARM or GPU architecture, drivers, and applications
Linux and/or Windows kernel debugging
Functional modeling, architecture simulation, or hypervisor development
QEMU, VirtualBox, or SIMICS
Bachelor's or Master's degree in Computer Science, Computer Engineering, Electrical Engineering, or equivalent

Job Responsibility

Develop high-performance C++ functional models of AMD SoCs and platforms
Work closely with architecture teams to understand and model new designs
Improve functionality, stability, and performance of existing models
Develop tests to verify the functionality of models
Work with internal and external customers to help debug problems running their workloads on the models
Develop new, innovative debug features

Fulltime

Parachute Modeling Engineer

Location

United States , Houston

Salary:

Not provided

Amentum

Expiration Date

Until further notice

Requirements

Typically requires a bachelor's degree in Engineering and a minimum of 2- 5 years of experience in the field or in a related area
Experience with 6-DOF and multi-body flight mechanics simulations
Experience with software development (any language)
Experience developing, verifying, and validating parachute simulation models
Experience analyzing spacecraft performance
Experience in product delivery utilizing source code management tools such as Git/GitLab
Excellent communication skills
Able to work in a team environment consisting of NASA civil servants and contractor employees
Strong interpersonal skills to enable successful performance in a collaborative engineering team
Ability to organize and prioritize tasks to meet deadlines and schedules with limited supervision

Job Responsibility

Develop a state-of-the-art multi-body parachute system model, including parachute deployment, inflation, and full-open flight, for use on the Orion and Commercial Crew programs and future programs
Integrate the multi-body parachute system model into NASA's flight mechanics simulation (Julia) and NASA Trick-based simulations (C++)
Collaborate with parachute analysis subject matter experts to plan and reconstruct parachute drop tests and reconstruct the parachute system performance from spacecraft flights
Assist the GN&C team in performing parachute system analyses, including assessments of the touchdown conditions
Assist the parachute analysis team with executing simulations on our High-Performance Computing (HPC) system
Perform verification and validation for flight mechanics models and simulations
Develop requirements documentation for flight mechanics models and simulations
Provide recommendations for improvements in design and software development processes
Perform other duties as required

What we offer

Excellent personal and professional career growth
9/80 work schedule (every other Friday off), when applicable
Onsite cafeteria (breakfast & lunch)

Fulltime

Virtual Software Modeling Engineer

Bring leading-edge SoCs to life by building and evolving the infrastructure that...

Location

United Kingdom , Cambridge

Salary:

Not provided

AMD

Expiration Date

Until further notice

Requirements

High-performance systems and application development in C/C++ on Windows and/or Linux
Hardware system architecture and subsystem interface protocols
x86, ARM, or GPU architecture, drivers, and applications
Linux and/or Windows kernel debugging
Functional modeling, architecture simulation, or hypervisor development
Experience with tools such as QEMU, VirtualBox, or SIMICS
Degree in Computer Science, Computer Engineering, Electrical Engineering, or a related field preferred

Job Responsibility

Evolve the simulator’s core infrastructure, with a focus on scalability, maintainability, and developer productivity
Maintain and improve dependency management and build systems to increase reliability, reproducibility, and performance
Develop and enhance tooling for packaging, deployment, and consumption across multiple environments
Modernize the simulator codebase using current C++ standards and best practices to improve readability, structure, and long-term sustainability
Design and implement infrastructure to support simulation as a cloud-hosted service
Build infrastructure for distributed, multi-host simulation, including coordination, synchronization, and performance optimization
Create tools and frameworks to debug multi-threaded simulation execution effectively
Define processes and infrastructure to simplify integration, validation, and long-term maintenance of third-party and external models
Collaborate with model developers to ensure infrastructure evolves with modeling needs without tightly coupling to specific implementations
Improve simulator stability, observability, and debuggability through enhanced logging, diagnostics, and tooling

Fulltime

Datacenter Power and Performance Modeling Engineer

AMD's Datacenter Performance Group is seeking talented, motivated engineers to d...

Location

United States , Santa Clara

Salary:

166400.00 - 249600.00 USD / Year

AMD

Expiration Date

Until further notice

Requirements

Background in Computer Architecture, Power and Performance
Experience in Soc Level Power/Performance projections, modeling and optimization
Experience in power modeling for digital and analog IPs
Familiarity with digital logic physical design and power management techniques (clock gating, power gating, V-F curves, p-states, on-die voltage regulation, clock integrity, etc..)
Experience in post-silicon power/performance debug, model correlation
Fluency in Excel based data analysis & charting, scripting experience in Ruby, Python

Job Responsibility

Pre-silicon power modeling (HW-IP, SoC, Multi-GPU nodes/clusters), Power-constrained Performance projections and Reporting
Support Pre-silicon PPA target setting (for HW IPs, FW and SW)
Support PPA attainment by working with various engineering functions including SOC architecture, System Design, IP Design, Foundry team, Physical Design, Software, Power Management, Post-si validation
Post Si calibration of models and Power/Performance debug
Analyzing key workloads for power behaviors and optimization opportunities
Scripting and coding to automate routine tasks, building new tools for wider usage

Fulltime

Senior Modeling Engineer

As a Modeling Engineer part of our Global Digital and Corporate Color organizati...

Location

United States of America , Springdale

Salary:

Not provided

PPG Industries

Expiration Date

Until further notice

Requirements

A MS or PhD degree in chemical engineering, mechanical engineering, polymer materials engineering, or related technical disciplines, with chemical process simulation experiences
Minimum of 3 years of relevant experience using Computational Fluid Dynamics packages i.e. M-Star CFD, ANSYS Fluent, Siemens Star-CCM+, OpenFOAM, COMSOL, etc.
Experienced in pre-processing, meshing, solving, and post processing, and coding ability for user-defined subroutines
Proficiency in analyzing complex data sets and digital twin product development
Must be a U.S. Person as defined by U.S. export control regulations (i.e., U.S. citizen or lawful permanent resident) to comply with government project requirements
Willingness to travel up to 10% for meetings, site visits, and technical conferences

Job Responsibility

Modeling & Simulation: Apply your experience in chemical process simulation to model and analyze processes
Use physics-based and data-driven approaches to analyze complex data from several sources and identify trends, patterns, and areas for optimization
Project Execution: Support internal R&D and government-funded, export-controlled projects by delivering modeling solutions that meet technical and compliance requirements
Communication & Reporting: communicate technical findings to team members and project sponsors
Prepare project reports, model validations, and documentation in compliance with regulatory and export control guidelines

What we offer

Excellent Medical, Dental, & Vision Benefits
matching 401k + retirement savings
Paid Vacation, Holiday pay

Fulltime

Principal Radar Modeling Engineer

SEG supports the US Navy and Missile Defense Agency (MDA) by performing trade st...

Location

United States , Columbia

Salary:

170000.00 - 190000.00 USD / Year

Astrion

Expiration Date

Until further notice

Requirements

Must be a US citizen.
U.S. Department of Defense issued Secret clearance
Bachelor of Science degree in a technical discipline such as Engineering, Physics, or Mathematics.
Twenty (20) years of experience in the design of, or analysis of sensor systems, seekers, electronic warfare systems, or weapon systems.
Radar Signal processing (Scripting/Coding/Simulating) experience.
Strong people skills and technical leadership experience are a must.
MATLAB and/or Python proficiency

Job Responsibility

Support the development and execution of radar and/or RF seeker simulations, add new capabilities to existing simulations, and deliver the simulations to both support internal analysis and as inclusion in deliverable simulations to our government customers and end-users.
Understanding customer requirements, demonstrating the capability to customers and stakeholders, and potentially leading a team of engineers and software developers to design and develop these simulation solutions.
Prioritize new simulation tool capabilities while maintaining existing ones.

What we offer

Competitive salaries
Continuing education assistance
Professional development
Multiple healthcare benefits package options
401K with employer matching
Competitive time off policy along with a federally recognized holiday schedule

Fulltime

Warhead Design & Test Engineer – Modeling and Simulation

Anduril Industries is a defense technology company with a mission to transform U...

Location

United States , Costa Mesa

Salary:

146000.00 - 194000.00 USD / Year

Anduril Industries

Expiration Date

Until further notice

Requirements

BS or higher degree in mechanical, aerospace, explosives, or another engineering discipline
2-10 years’ work experience as an individual contributing engineer, focused on mechanical design, analysis, and testing of warheads or ordnance systems
Experience using multi-physics modeling and simulation tools such as ALE3D, Ansys Autodyn/LS-Dyna, CTH, EPIC, Matlab, Python, Sierra, Velodyne, Zapotec
Test experience including data acquisition, data analysis, and project coordination
Ability to travel as required for testing (surges up to 25%)
Experience preparing engineering documentation (i.e. specifications, test procedures, technical reports, drawings, etc.)
Passion for defending the United States and her allies
Be able to obtain and hold a U.S. Top Secret security clearance

Job Responsibility

Leverage academic studies and literature, empirical data, and simulation to steer the design of warheads and missile/ordnance systems from concept design maturity to production
Analyze lethality and performance using hand-calculations (Gurney equations) and multi-physics modeling and simulation tools (CTH, Sierra, Zapotec, etc.)
Create pre-test predictions and correlate models with test data
Manage arena and system testing of munitions products from end-to-end, including project planning, design of experiments, and safety
Capture test video, compile data from ground and flight tests, and analyze results
Assemble/disassemble explosive test articles and precision targets

What we offer

Comprehensive medical, dental, and vision plans at little to no cost to you
Anduril covers life and disability insurance for all employees
Highly competitive PTO plans with a holiday hiatus in December
Caregiver & Wellness Leave is available to care for family members, bond with a new baby, or address your own medical needs
Coverage for fertility treatments (e.g., IVF, preservation), adoption, and gestational carriers, along with resources to support you and your partner from planning to parenting
Access free mental health resources 24/7, including therapy and life coaching
Additional work-life services, such as legal and financial support, are also available
Annual reimbursement for professional development
Company-funded commuter benefits based on your region
Relocation Assistance: Available depending on role eligibility

Fulltime

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Modeling Engineer

Job Description

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