Aerospace Machine Learning Engineer

2 months ago

Huntsville, United States CFD Research Corporation Full time
Job DescriptionJob Description

The candidate will support development and refinement of machine learning models to predict performance of aerospace vehicles. The engineer will train machine learning models from system data and observation. The machine learning model will feature rapid inference times and be employed as a surrogate to more expensive physics-based solutions of systems for the Department of Defense (DoD), and other customers. As new capabilities are needed, the engineer will support development and refinement of the models. The engineer will join a team of multi-disciplinary engineers to provide analysis and M&S of various airborne systems and subsystems. These models will be used to support design studies and real-time applications. The engineer will be responsible for:

• Developing surrogate modeling techniques for efficient approximations of aerospace vehicles
• Demonstrating, validating, and verifying surrogate model accuracy
• Support integration of government tools, commercial tools, and in-house surrogate modeling tools


About the Group: CFD Research's Aerospace Data Science Group is developing a portfolio of traditional modeling and simulation and, machine learning tools for supporting aerospace R&D. This includes development of predictive machine learning and reduced-order models for (1) rapid estimation of aerospace vehicle properties; (2) optimal data collection; (3) affordable uncertainty quantification; (4) real-time performance for hardware in the loop applications, and (5) multi-disciplinary design optimization.


Basic Qualifications:

• Candidate must be a US Citizen and meet eligibility to obtain/maintain a Security Clearance
• Position requires a Master's in Aerospace Engineering, Mechanical Engineer, Computer Science (or similar)
• 2+ years of experience with machine learning, response surface methods, kriging, or similar regression techniques
• Experience with transient, time-series predictive modeling
• Proficiency with the Python software languages
• Proficiency with version controlling through Git

Desired Qualifications:

• PhD in Aerospace Engineering, Computer Science, Mechanical Engineer, or similar discipline.
• Knowledge of the PyTorch machine learning library
• Knowledge of formal gradient-based and gradient-free optimization techniques
• Experience with multi-disciplinary analysis and optimization (MDAO)


Location: This role is based in the Huntsville, AL area, and is 100% onsite.

About CFD Research: Since its inception in 1987, CFD Research has been a technology leader in engineering simulations and innovative designs. CFD Research has worked with government agencies, businesses, and academia to provide innovative solutions within the Aerospace & Defense, Biomedical & Life Sciences, and Energy & Materials industries. CFD Research has earned multiple national awards for successful application and commercialization of innovative technology prototypes, multi-physics simulation software, multi-disciplinary analyses, and expert support services. CFD Research's impressive three-year growth rate was high enough to recognize the company in the Inc. Magazine's 5000 for the second year in a row.

Benefits: CFD Research offers competitive salaries and excellent employee benefits, including an employer matching 401(k) and Employee Stock Ownership Plan (ESOP). CFD Research offers a highly competitive insurance package, including medical, vision, and dental insurance. We offer company paid leave, compensation time, parental leave, long-term disability, accidental death and dismemberment, and life insurance. Performance appraisals occur twice a year and annual pay increases are based upon corporate goals, personal development, performance, and outstanding achievements. In addition, group and individual bonuses are awarded for exceptional performance.

CFD Research is an EO employer - Veterans/Disabled and other protected categories



Job Posted by ApplicantPro

  • Aerospace Systems Engineer

    8 hours ago

    Huntsville, Alabama, United States QTEC Aerospace Full time

    Job SummaryQTEC Aerospace is seeking a highly skilled Systems Engineer to join our team of professionals in a Missile Defense program. The successful candidate will be a detail-oriented, results-driven individual with a proven track record and a positive work ethic.Key ResponsibilitiesDevelop and maintain system concepts, requirements, and technical...

  • Machine Learning Engineer

    1 week ago

    Huntsville, United States Nou Systems Inc Full time

    Job DescriptionJob Descriptionnou Systems, Inc. (nSI) solves diverse and challenging technical problems in an enjoyable, stimulating environment, while providing unsurpassed value to our customers.We are pleased to announce the opening for a Machine Learning Engineer who will join our Technical Solutions division in Huntsville, Alabama and become part of our...

  • Senior Machine Learning Engineer

    3 weeks ago

    Huntsville, United States Nou Systems Inc Full time $100,000 - $160,000

    Job DescriptionJob Descriptionnou Systems, Inc. (nSI) solves diverse and challenging technical problems in an enjoyable, stimulating environment, while providing unsurpassed value to our customers.We are pleased to announce the opening for a Machine Learning Engineer who will join our Technical Solutions division in Huntsville, Alabama and become part of our...

  • Aerospace Systems Engineer

    1 week ago

    Huntsville, Alabama, United States QinetiQ Full time

    Company OverviewWe are a leading organization of experts delivering advanced technology and products in robotic and autonomous platforms, as well as ground, soldier, and maritime systems across numerous global locations. Our contributions significantly advance research in sensor science, signal processing, data fusion, artificial intelligence (AI), machine...

  • Aerospace Systems Engineer

    2 weeks ago

    Huntsville, Alabama, United States QinetiQ Full time

    Company OverviewWe are a premier organization of experts delivering cutting-edge technology and solutions in robotic and autonomous systems, ground, soldier, and maritime applications across numerous global locations. Our efforts significantly contribute to pioneering research in sensor technology, signal processing, data integration, artificial intelligence...

  • Aerospace Systems Engineer

    1 week ago

    Huntsville, Alabama, United States QinetiQ Full time

    Company OverviewWe are a leading team of experts dedicated to delivering cutting-edge technology and products in robotic and autonomous platforms, as well as ground, soldier, and maritime systems across numerous global locations. Our efforts significantly contribute to pioneering research in sensor science, signal processing, data fusion, artificial...

  • Aerospace Systems Engineer

    2 weeks ago

    Huntsville, Alabama, United States QinetiQ Full time

    Company OverviewWe are a leading team of experts dedicated to advancing next-generation technologies and products in robotic and autonomous platforms, ground systems, soldier systems, and maritime solutions across numerous global locations. Our contributions significantly enhance innovative research in sensor science, signal processing, data fusion,...

  • Aerospace Systems Engineer

    2 weeks ago

    Huntsville, Alabama, United States QinetiQ Full time

    Company OverviewWe are a premier organization of experts dedicated to delivering cutting-edge technology and solutions in robotic and autonomous systems, ground operations, soldier support, and maritime applications across numerous global locations. Our contributions significantly advance research in sensor technology, signal processing, data integration,...

  • Aerospace Systems Engineer

    2 weeks ago

    Huntsville, Alabama, United States QinetiQ Full time

    Company OverviewWe are a premier team of experts dedicated to delivering cutting-edge technology and products in robotic and autonomous platforms, ground, soldier, and maritime systems across numerous global locations. Our work significantly contributes to pioneering research in sensor science, signal processing, data fusion, artificial intelligence (AI),...

  • Machine Learning Engineer

    3 days ago

    Huntsville, Alabama, United States DESE Research, Inc. Full time

    About the RoleDESE Research, Inc. is seeking a highly skilled Machine Learning Engineer to join our team of experts in designing and implementing cutting-edge AI solutions. As an AI/ML Engineer, you will play a critical role in developing and deploying machine learning models to solve complex business problems and enhance the cybersecurity and operational...

  • Aerospace Computational Engineer

    2 weeks ago

    Huntsville, Alabama, United States 00180 Dynetics, Inc Full time

    OverviewThe Missiles & Aviation Solutions Division is seeking a dedicated Computational / Applied Aerodynamics Engineer to contribute to various flight vehicle initiatives. This role involves leveraging advanced Computational Fluid Dynamics (CFD) methodologies to analyze and enhance missile, aircraft, and launch vehicle performance.Key...

  • Lead Welding Engineer for Aerospace Innovations

    2 weeks ago

    Huntsville, Alabama, United States Jacobs Full time

    Your Contribution:Challenging Today. Shaping Tomorrow.At Jacobs, we are committed to your growth and success. Our work transcends mere projects; it is a testament to our collective human endeavor. We adopt a thoughtful and collaborative approach in every partnership we forge.We strive to challenge conventional thinking and redefine solutions to the world's...

  • Aerospace Propulsion Engineer

    2 weeks ago

    Huntsville, Alabama, United States Blue Origin Full time

    About Blue OriginBlue Origin is a pioneering aerospace company with a mission to enable millions of people to live and work in space for the betterment of Earth. We are dedicated to creating reusable, safe, and affordable space vehicles and systems while fostering a culture of safety, collaboration, and diversity.Our TeamWe are a team of passionate...

  • Aerospace Systems Engineer

    1 week ago

    Huntsville, Alabama, United States Booz Allen Hamilton Full time

    Position Overview:The Aerospace Systems Engineer will be responsible for the creation, integration, and application of interdisciplinary digital models throughout the entire product life cycle. This role requires applying specific functional, operational, and general industry expertise to develop or contribute to solutions for a range of moderate complexity...

  • Senior Specialist, Manufacturing Engineer

    2 weeks ago

    Huntsville, United States L3Harris Technologies Full time

    Job Title: Sr. Specialist, Manufacturing Engineer – Machining/Milling Job Code: 15083 Job Location: Huntsville, AL Job Schedule: 9/80: Employees work 9 out of every 14 days – totaling 80 hours worked – and have every other Friday off Job Description: Our headquarters in Huntsville, AL (the high tech sector of aerospace and defense) is...

  • Missile Modeling and Simulation

    3 weeks ago

    Huntsville, United States CFD Research Corporation Full time

    Missile Modeling and Simulation (M&S) Engineer CFD Research's Aerospace Data Science Group is developing a portfolio of traditional modeling and simulation and, machine learning tools for supporting aerospace R&D. This includes development of predictive machine learning and reduced-order models for (1) rapid estimation of aerospace vehicle properties;...

  • Aerospace Systems Engineer

    1 week ago

    Huntsville, Alabama, United States Booz Allen Hamilton Full time

    Position Overview:The Aerospace Systems Engineer will be responsible for creating, integrating, and applying comprehensive digital models of products throughout their entire life cycle. This role requires a blend of specific functional knowledge and general industry expertise to develop solutions for a range of moderate complexity challenges in support of...

  • Aerospace Engineer Senior

    5 days ago

    Huntsville, Alabama, United States Lockheed Martin Full time

    About the JobWe are seeking an experienced Aerospace Engineer Senior to join our Central Engineering Missile Aerodynamics team. This is an exciting opportunity to work on cutting-edge projects, collaborate with a talented team, and contribute to the design and development of innovative solutions.About the RoleAs an Aerospace Engineer Senior, you will provide...

  • Aerospace Systems Engineer

    2 weeks ago

    Huntsville, Alabama, United States Booz Allen Hamilton Full time

    Position Overview:The Aerospace Systems Engineer will be responsible for the creation, integration, and application of interdisciplinary digital models of products throughout their entire life cycle. This role requires the application of specific functional, operational, and general industry expertise to develop or contribute to solutions for a range of...

  • Welding Engineer in Aerospace Manufacturing

    2 weeks ago

    Huntsville, Alabama, United States Bevilacqua Research Corporation Full time

    Company Overview: Bevilacqua Research Corporation is proud to be an Equal Opportunity Employer, committed to fostering a diverse workplace that includes individuals from various backgrounds, including minorities, females, disabled individuals, and veterans.Position Title: Aerospace Welding EngineerJob Code: 24-ESSCA-014Location: Huntsville, ALClearance...