Software Developer II

Poway, CA, US • Posted 6 hours ago • Updated 6 hours ago

Full Time

On-site

Fitment

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Job Details

Skills

Surveillance
Adobe AIR
Training
Software Engineering
Version Control
Data Security
Roadmaps
Computer Science
Information Systems
Software Development
Distributed Computing
Communication
Documentation
Presentations
Git
Apache Subversion
Amazon S3
Continuous Integration and Development
Jenkins
GitLab
Linux
Red Hat Linux
Provisioning
Puppet
Terraform
PIP
Hypervisor
VMware
VirtualBox
QEMU
Docker
Vagrant
Kubernetes
Web Servers
Apache HTTP Server
Nginx
Virtual Desktop
VDI
DaaS
Virtualization
Cloud Computing
Amazon Web Services
Microsoft Azure
Continuous Integration
Continuous Delivery
Orchestration
Artificial Intelligence
Process Automation
Scripting
Bash
Windows PowerShell
Ansible
C#
C
Python
Java
Machine Learning (ML)
scikit-learn
Keras
PyTorch
TensorFlow
DoD
Security Clearance

Summary

Job Summary

General Atomics Aeronautical Systems, Inc. (GA-ASI), an affiliate of General Atomics, is a world leader in proven, reliable remotely piloted aircraft and tactical reconnaissance radars, as well as advanced high-resolution surveillance systems.

DUTIES & RESPONSIBILITIES:

Determine user requirements and specifications and plan for software development within the broader organizational scope.
Design data pipelines and engineering infrastructure to support enterprise level operationalization
Work as part of an interdisciplinary team to productionize models for air-to-air and air-to-ground combat operations
Develop and deploy scalable tools and services for rapid training and inference at the edge
Identify and evaluate new technologies to improve performance, maintainability, and reliability systems
Apply robust software engineering best practices to ecosystem, including CI/CD, automation, etc.
Support stable and repeatable model development, with an emphasis on traceability, version control, adversarial robustness and data security
Help develop and deploy proof-of-concept machine learning systems to the warfighter
Communicate with stakeholders to develop roadmaps and implementation schedules
Performs other duties as assigned or required

We recognize and appreciate the value and contributions of individuals with diverse backgrounds and experiences and welcome all qualified individuals to apply.

Job Qualifications

Typically requires a bachelor's degree in computer science, information systems or related discipline and two or more years progressive software development experience with a bachelor's degree. May substitute equivalent experience in lieu of education.
Must understand machine learning development concepts, principles, and theory and demonstrate complete understanding and model development and analysis concepts.
Experience building end-to-end systems focused on productionizing AI/ML technology in a distributed computing environment
Must possess the ability to understand new concepts quickly and apply them accurately throughout an evolving environment.
Ability to organize, schedule, and coordinate work phases and, determine the appropriate approach at the task level or, with assistance, at the project level and to provide solutions to a range of complex problems.
Must have strong communication, computer, documentation, presentation, and interpersonal skills, ability to work independently and as part of a team; and, lead a team of less experienced professional employees on semi-routine tasks.
Experience using/configuring/maintaining the following technologies:
- Source code and data control repositories (GIT, SVN, MLFlow, DVC, S3 etc.)
- Continuous Integration Environment (Jenkins, Gitlab, etc.)
- Linux and associated technologies (RedHat based)
- Provisioning tools (Puppet, Ansible, Terraform, etc.)
- Package managers and associated tools (RPMs, Yum, Pypi, pip, Artifactory, etc.)
- Hypervisors (VMWare, VirtualBox, QEMU, etc), containers (Docker, Podman, etc), and related tools (Vagrant, Packer, Kubernetes, etc.)
- Webservers and associated tools (Apache, NGINX, etc)
- Virtual Desktop Infrastructure (VDI), Desktop as a Service (DAAS), "golden image" creation, and related virtualization technologies
- Cloud computing infrastructure (AWS, Azure, etc.)
- CI/CD pipelines and orchestration of distributed AI/ML compute
Software process automation with popular scripting languages (Python, Bash, Powershell, Ansible)
Experience developing code in at least one high-level programming language (C#, C , Python, and/or Java)
Experience developing machine learning models using scikit-learn, Keras, PyTorch, Tensorflow, etc.
Ability to understand tools used by data scientists and experience with automation of these processes
Ability to obtain and maintain a DoD Security Clearance is required.

Employers have access to artificial intelligence language tools (“AI”) that help generate and enhance job descriptions and AI may have been used to create this description. The position description has been reviewed for accuracy and Dice believes it to correctly reflect the job opportunity.

Dice Id: 10100516
Position Id: 6772bc8f1c81006d9415e54d75bc43b0
Posted 6 hours ago

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