Artificial Intelligence Principal / Software Engineer (AHT)

at Northrop Grumman
Published November 9, 2022
Location Dayton, OH
Category Default  
Job Type Full-time  

Description

US CITIZENSHIP REQUIRED FOR THIS POSITION: Yes

RELOCATION ASSISTANCE: Relocation assistance may be available

CLEARANCE TYPE: Secret

TRAVEL: Yes, 10% of the Time

Description

Join Northrop Grumman on our continued mission to push the boundaries of possible across land, sea, air, space, and cyberspace. Enjoy a culture where your voice is valued and start contributing to our team of passionate professionals providing real-life solutions to our world's biggest challenges. We take pride in creating purposeful work and allowing our employees to grow and achieve their goals every day by Defining Possible. With our competitive pay and comprehensive benefits, we have the right opportunities to fit your life and launch your career today.

The Northrop Grumman Mission Planning and Decision Support (MPDS) Artificial Intelligence (AI) Center of Excellence in Beavercreek, Ohio is seeking highly motivated AI Software Engineers to join our team. We have a state-of-the-art research facility where our team works on some of the most challenging problems related to AI Augmentation and Automation. Research areas include advanced AI-based natural language processing (NLP), natural language understanding (NLU), Natural Language Generation (NLG), AI-based decision-making, deepfakes, and sensor fusion. We are on the cutting edge of responsible AI and explainable AI adoption. We invite you to apply to this requisition so you can come in and learn about the exciting research we do and tell us about how you can help our team!

THIS POSITION CAN BE WORKED REMOTELY. YOU DO NOT NEED TO RELOCATE BUT CAN IF YOU WANT TO.

Successful candidates will demonstrate a broad skill set balanced between interpersonal and technical capabilities achieving sustainable quality products. They will have a track record as an effective communicator and problem solver who is able to develop and maintain good working relationships with internal and external stakeholders. The selected candidates will work closely with other software engineers to accomplish the following:

* Define, develop, and deliver novel mathematical and statistical modeling and algorithm development to tackle the challenges of prediction, optimization, and classification.
* Apply machine learning algorithms to large sets of structured and unstructured data to solve a broad range of problems that include applications in pattern recognition, target detection and tracking, decision support systems, and robotic systems.
* Prototype advanced artificial intelligence techniques to stretch the capability of autonomous systems research and development programs.
* Design, develop, document, test and debug applications software and systems that contain logical and mathematical solutions.
* Collaborate with cross-functional team to deploy machine learning algorithms for testing and is in production systems.
* Regularly demonstrate progress to customers.

Basic Qualifications

* AI SW Engineer 2+ years with Bachelor's degree in Computer Science or related STEM degree from an accredited institution; 0 years with Master's degree.
* Principal AI SW Engineer 5+ years with Bachelor's degree in Computer Science or related STEM degree from an accredited institution; 3 years with Master's degree; 0 Years with PhD
*

  • Experience developing systems with AI/ML frameworks and libraries such as PyTorch, TensorFlow, Keras, and Scikit-learn.
    * Development experience should span the ML pipeline and include: working with novel datasets, training and fine-tuning ML systems, modifying existing deep learning architectures as well as coding from architecture diagrams, and evaluating system performance using established and novel metrics and methods.
    * Ability to carry out rapid prototyping and proof-of-concept demonstrations.
    * Possess general familiarity with applied machine learning concepts including: multilayer perceptrons, CNNs, LSTMs, transformer models, unsupervised learning methods, reinforcement learning methods, as well as statistical modeling methods and graphical models.
    * Possess general familiarity with computational and statistical learning theory.
    * Experience with web application development frameworks such as Flask, FastAPI.

    * BQ for Principal AI SW Engineer (in addition to the above):
    * Experience with engineering AI/ML solutions from conceptual specification to pipeline implementation.
    * Ability to lead a team of junior engineers to build AI/ML solutions to meet specs.
    * Ability to effectively communicate system properties and results to technical staff as well as non-technical management and leadership stakeholders.

    * Able to obtain a U.S. Government Top Secret security clearance (U.S. citizenship is a pre-requisite)

    Preferred Qualifications:

    * PQ for AI Software Engineer:
    * Experience with AWS or other cloud computing services.
    * Experience with microservice architectures and related software methods including containerization and container orchestration.
    * Familiarity with explainable AI, adversarial AI, active learning, and third wave approaches to AI.
    * Familiarity with DevOps and DevSecOps concepts.
    * Ability to work independently in a highly experimental setting.

    * PQ for Principal AI SW Engineer (in addition to the above):
    * Experience mapping from novel problem spaces to the AI domain.
    * Familiarity with signal processing, information theory, topological data analysis, or genetic algorithms.

    * Experience working in Agile software development environment

    Salary Range: $90,600.00 - $136,000.00Salary Range 2: $111,600.00 - $167,400.00

    Employees may be eligible for a discretionary bonus in addition to base pay. Annual bonuses are designed to reward individual contributions as well as allow employees to share in company results. Employees in Vice President or Director positions may be eligible for Long Term Incentives. In addition, Northrop Grumman provides a variety of benefits including health insurance coverage, life and disability insurance, savings plan, Company paid holidays and paid time off (PTO) for vacation and/or personal business.

    The health and safety of our employees and their families is a top priority. The company encourages employees to remain up-to-date on their COVID-19 vaccinations. U.S. Northrop Grumman employees may be required, in the future, to be vaccinated or have an approved disability/medical or religious accommodation, pursuant to future court decisions and/or government action on the currently stayed federal contractor vaccine mandate under Executive Order 14042 www.saferfederalworkforce.gov/contractors/.

    Northrop Grumman is committed to hiring and retaining a diverse workforce. We are proud to be an Equal Opportunity/Affirmative Action Employer, making decisions without regard to race, color, religion, creed, sex, sexual orientation, gender identity, marital status, national origin, age, veteran status, disability, or any other protected class. For our complete EEO/AA and Pay Transparency statement, please visit www.northropgrumman.com/EEO. U.S. Citizenship is required for most positions.

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