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What are the key skills and qualifications needed to thrive as a Machine Learning Defense professional, and why are they important?

To thrive as a Machine Learning Defense professional, you need a strong background in computer science, cybersecurity, and machine learning, often supported by degrees in these fields or related certifications. Familiarity with frameworks like TensorFlow or PyTorch, experience with adversarial machine learning techniques, and knowledge of security protocols are typically required. Critical thinking, problem-solving, and strong communication skills are essential for anticipating threats and collaborating with interdisciplinary teams. These skills ensure that AI systems remain robust and secure against evolving cyber threats, protecting sensitive data and organizational integrity.

What is machine learning defense?

Machine learning defense refers to techniques and strategies designed to protect machine learning models from various security threats, such as adversarial attacks, data poisoning, and model theft. These defenses can include methods like adversarial training, input sanitization, and robust model architectures. The goal is to ensure that machine learning systems remain accurate, reliable, and safe even when faced with malicious attempts to manipulate or exploit them. As machine learning becomes more widely adopted, the importance of effective defenses continues to grow.

What are some common challenges faced by professionals in Machine Learning Defense roles, and how can they be addressed?

Professionals in Machine Learning Defense often encounter challenges such as staying ahead of adversarial attacks, managing model robustness, and keeping up with rapidly evolving threat landscapes. Addressing these challenges typically requires continuous learning, collaboration with cybersecurity and data science teams, and implementing rigorous testing and monitoring frameworks for deployed models. Proactively participating in industry forums and staying updated on the latest research also help in identifying emerging threats and mitigation strategies.
What are popular job titles related to Machine Learning Defense jobs in Nebraska? For Machine Learning Defense jobs in Nebraska, the most frequently searched job titles are:
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Machine Learning Defense jobs near you
Enterprise Storage Administrator Sr Principal

Enterprise Storage Administrator Sr Principal

General Dynamics Information Technology

Omaha, NE • On-site

$119K - $161K/yr

Full-time

Medical, Dental, Vision, Retirement

Re-posted 6 days ago

General Dynamics Information Technology rating

7.8

Company rating: 7.8 out of 10

Based on 63 frontline employees who took The Breakroom Quiz

71st of 208 rated it services

Job description

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REQ#: RQ221612Public Trust: None Requisition Type: Regular Your Impact

Own your opportunity to support our nation's defense. Make an impact by connecting and securing critical operations across the globe, keeping our country safe and secure.

Job Description

Enterprise Storage Administrator Sr Principal

Make meaningful contributions that fuel critical outcomes for some of the most complex government, defense, and intelligence projects. Join GDIT as an Enterprise Storage Administrator for a career where your growth is just as important as the mission you support.

MEANINGFUL WORK AND PERSONAL IMPACT:

As an Enterprise Storage Administrator, the work youll do at GDIT will be impactful to the mission of USSTRATCOM. USSTRATCOM is a Combatant Command responsible for strategic deterrence, nuclear operations, and enterprise IT services essential to national security. It oversees Nuclear Command, Control, and Communications (NC3), Joint Electromagnetic Spectrum Operations (JEMSO), Global Strike, and Missile Threat Assessments, working closely with other Combatant Commands, Services, and defense agencies. SCITLS will be a key component that will ensure mission success and the safety of the U.S. and its allies by providing 24/7 IT services and network support for NIPRNet, SIPRNet, JWICS, and SAP/SAR environment.

You will play a crucial role in providing administration support in the following areas:

  • Perform systems administration for enterprise storage solution.
  • Install, configure, and maintain Everpure operating systems.
  • Analyze and resolve problems associated with the operating systems servers, hardware, applications, and software.
  • Monitor system performance and ensure compliance with security standards.
  • Monitor everyday systems, evaluate availability of all server resources, and perform all activities for Everpure servers.
  • Assist with configuring and deploying all virtual machines and install and provide backup to all configuration procedures.
  • Maintain and monitor all patch releases, design various patch installation strategies, and administer all systems according to program standards.
  • Provides Tier 2 and 3 troubleshooting support, interface with the end users and other technical teams from a service support perspective.
  • Maintain and advise on the Everpure Storage environment, including ONTAP, LUNS, NFS, and object stores.

WHAT YOULL NEED TO SUCCEED:

  • BS degree; may be substituted for additional years of experience
  • 8+ years of IT/DoW configuration management experience
  • Security Clearance Level: Top Secret with SCI eligibility
  • Required Certifications: ITIL 4 Foundation certified within 9 months of start; Cloud+, GICSP, SSCP, Security+, GSEC or CySA+
  • Location: Offutt AFB, NE
  • Strong experience administering Everpure or equivalent enterprise storage platforms.
  • Hands-on expertise with ONTAP, LUNs, NFS, and storage protocols.
  • Proficiency installing, configuring, and troubleshooting Linux-based operating systems; familiarity with Windows Server environments is a plus.
  • Experience managing VMware or other virtualization technologies, including VM deployment and resource management.
  • Knowledge of patch management, system hardening, and security compliance processes.
  • Familiarity with backup and replication technologies such as snapshots, SnapMirror, or other enterprise backup tools.
  • Strong understanding of networking fundamentals (TCP/IP, DNS, iSCSI, VLANs, NFS).
  • Shell scripting or automation experience (Bash, PowerShell, or Python).
  • Excellent problem-solving skills with the ability to perform advanced diagnostics and root-cause analysis.
  • Ability to communicate clearly with technical and nontechnical stakeholders.
  • Experience supporting ITIL-based service management environments and using enterprise ticketing systems.

GDIT IS YOUR PLACE:

  • Excellent customizable health benefits (Medical, Dental and Vision)
  • 401K with company match
  • Educational Assistance and eLearning
  • Flexible work week
  • Internal mobility team dedicated to employee advancement
  • Rewards and Recognition programs
  • Innovative and collaborative environment encouraging highly motivated critical thinking

#SCITLS

Work Requirements
Years of Experience

8 + years of related experience

* may vary based on technical training, certification(s), or degree

Certification
Travel Required

None

Citizenship

U.S. Citizenship Required

Salary and Benefit Information

The likely salary range for this position is $119,000 - $161,000. This is not, however, a guarantee of compensation or salary. Rather, salary will be set based on experience, geographic location and possibly contractual requirements and could fall outside of this range.
View information about benefits and our total rewards program.

Our Identity Verification Process

As part of the hiring process, we will ask you to complete an identity verification process that leverages advanced biometrics and artificial intelligence to ensure authenticity and protect against identity fraud. You are expected to be on camera during virtual interviews. We reserve the right to take your picture to verify your identity and prevent fraud. By proceeding, you authorize the collection, processing, and use of your biometric data for identity verification and security purposes.

About Our Work

We are GDIT. A global technology and professional services company that delivers technology solutions and mission services to every major agency across the U.S. government, defense and intelligence community. Our 26,000 experts extract the power of technology to create immediate value and deliver solutions at the edge of innovation. We operate across 50+ countries worldwide, offering leading mission-ready capabilities in AI, cloud, cyber and software development.

Join our Talent Community to stay up to date on our career opportunities and events at gdit.com/tc.

Equal Opportunity Employer / Individuals with Disabilities / Protected Veterans

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About General Dynamics Information Technology

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GDIT is a global technology and professional services company that delivers technology solutions and mission services to every major agency across the U.S. government, defense, and intelligence community. Its 30,000 experts extract the power of technology to create immediate value and deliver solutions at the edge of innovation. The company operates across 50+ countries worldwide, offering leading capabilities in digital modernization, AI/ML, cloud, cyber, and application development.

Industry

It services

Company size

10,000+ Employees

Headquarters location

Falls Church, VA, US

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