Full-Time

AI Specialist

Confirmed live in the last 24 hours

AnaVation LLC

AnaVation LLC

51-200 employees

IT engineering services for federal government

Government & Public Sector
Cybersecurity

Senior, Expert

Chantilly, VA, USA

Position requires onsite presence in Chantilly, VA.

Category
Applied Machine Learning
Natural Language Processing (NLP)
AI & Machine Learning
Required Skills
LLM
Microsoft Azure
Tensorflow
Pytorch
SQL
AWS
Pandas
NumPy
C/C++
Google Cloud Platform
Requirements
  • Expertise in Large Language Models (LLMs): Proven experience in fine-tuning and optimizing large language models (e.g., GPT, BERT, T5) for cybersecurity use cases. Deep knowledge of how to leverage these models for offensive cyber NLP tasks.
  • Proficiency in C Programming: Extensive hands-on experience in low-level programming, particularly in C.
  • Machine Learning Frameworks: Experience using machine learning libraries and frameworks such as PyTorch, TensorFlow, Hugging Face Transformers, etc., for model training and fine-tuning.
  • Cybersecurity Knowledge: Strong understanding of core offensive cyber topics.
  • Data Engineering & Preprocessing Skills: Proficiency in data preprocessing, feature extraction, and working with large datasets, with experience using tools like NumPy, pandas, and SQL.
  • AI Model Deployment & Monitoring: Experience deploying AI models in production, with an emphasis on performance optimization and monitoring for real-time systems. Familiarity with cloud platforms (AWS, Google Cloud, Azure) for model deployment.
  • Performance Optimization in C: Experience optimizing algorithms and code in C for maximum performance, particularly in handling high-throughput data and reducing latency in security-critical applications.
Responsibilities
  • LLM Fine-Tuning & Model Development: Fine-tune and train large language models (LLMs), such as GPT and BERT, for specific offensive cybersecurity applications.
  • C Programming for Cybersecurity Systems: Develop and optimize low-level code in C for high-performance components of AI-driven cybersecurity systems. Focus on optimizing AI model inference and ensuring the efficient handling of security relevant data.
  • Integration of AI with Developers: Collaborate with developers to integrate fine-tuned LLMs into existing workflows.
  • Data Handling & Preprocessing: Work with large datasets, including open and closed-source software repositories for model tuning.
  • Model Deployment & Performance Optimization: Deploy models into production environments with a focus on scalability and real-time performance.
  • Cybersecurity-Specific NLP Tasks: Use LLMs to address cybersecurity-specific tasks.
  • Research & Innovation: Continuously explore new techniques in both cybersecurity and AI to innovate and improve security systems. Stay up-to-date with the latest advancements in LLMs and low-level system optimizations for real-time AI applications.
Desired Qualifications
  • Advanced Degree (Master's or Ph.D.) in Computer Science, Artificial Intelligence, Cybersecurity, or a related field.
  • Experience with real-time data processing and stream processing frameworks.
  • Familiarity with other low-level languages (C++, Rust) is a plus.
  • Knowledge of network security protocols, firewalls, and encryption techniques.
  • Understanding of secure coding practices and how to apply them in AI systems.

AnaVation LLC provides specialized technology solutions to complex technical and analytical problems, primarily serving the Federal Government. The company offers a variety of IT engineering services, including intelligence collection and processing, analytical systems, big data solutions, and cybersecurity measures. AnaVation tailors its services to meet the specific needs of government agencies, positioning itself as a trusted partner in the government technology market. The company generates revenue through contracts with federal agencies, focusing on long-term relationships to ensure a steady income stream. AnaVation's team, known as AnaVators, is dedicated to delivering high-quality engineering solutions, and the company fosters a positive work culture to enhance employee performance and client outcomes. The goal of AnaVation is to solve complex technical challenges while providing cost-effective and efficient solutions to its clients.

Company Stage

N/A

Total Funding

N/A

Headquarters

Reston, Virginia

Founded

2013

Simplify Jobs

Simplify's Take

What believers are saying

  • Increased demand for cloud-native cybersecurity solutions offers expansion opportunities for AnaVation.
  • U.S. government's IT modernization budget boost in 2024 could secure more contracts.
  • AI-driven data analytics rise enhances AnaVation's big data solutions for federal clients.

What critics are saying

  • Emerging tech startups may reduce AnaVation's market share in federal IT services.
  • Rapid AI evolution requires significant R&D investment to maintain competitiveness.
  • Potential federal IT budget cuts could impact AnaVation's primary revenue streams.

What makes AnaVation LLC unique

  • AnaVation specializes in IT services for the Federal Government, ensuring tailored solutions.
  • The company emphasizes a strong work culture, enhancing employee satisfaction and client outcomes.
  • AnaVation's expertise in cybersecurity and big data sets it apart in the government sector.

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Benefits

Health Insurance

Dental Insurance

Vision Insurance

Disability Insurance

401(k) Retirement Plan

401(k) Company Match

Paid Vacation

Paid Holidays

Professional Development Budget

Life Insurance