Machine Learning Developer

OVERVIEW:

VAE, Inc. is a full service IT Infrastructure Solutions Company focused on building, securing and supporting our clients’ mission critical enterprises. We provide a distinctive array of design, integration and implementation services as well as fully managed service offerings. VAE is at the forefront of leveraging multi-tenant capable technologies and shared IT services to create secure, reliable and cost-effective end-to-end services and solutions. We deliver exceptional infrastructure solutions with extremely talented employees using a client-focused partnering approach.

JOB TYPE: Full-time

LOCATION: VA US (Primary)

JOB DESCRIPTION:

VAE is working on a project that tackles the problem of artificial intelligence integration to an existing product. As a Machine Learning Developer, you will be responsible for designing, developing, and implementing cutting-edge artificial intelligence solutions in our product. Your expertise in AI/ML algorithms, machine learning, and data analysis will play a crucial role in delivering intelligent systems that improve VAE’s flagship software product, ITPIE. You will be responsible to ensure the successful integration of AI/ML models into our existing software and assist in delivering expert systems through AI/ML technologies.

Roles and Responsibilities

• Design and develop AI/ML models, algorithms, and applications to solve specific problems
• Enhance LLM with retrieval-augmented generation, fine-tuning, and external databases
• Collaborate with existing team members to preprocess and analyze large datasets
• Work with subject matter experts to build out training/testing datasets
• Implement machine learning and deep learning algorithms and frameworks
• Stay up-to-date with the latest AI/ML technologies
• Document code, algorithms, and processes for future references
• Integrate AI/ML models into production systems
  
  

QUALIFICATIONS:

Things we really need

• Proficiency in programming languages such as Python and/or C#
• Strong understanding of machine learning algorithms and frameworks
• Experience in AI/ML libraries and frameworks like TensorFlow or PyTorch
• An understanding of large language models
• United States citizenship
• 8+ years of experience with at least 4 years of ML-related experience

Things we want too

• Knowledge of data preprocessing, feature engineering, and model evaluation techniques
• Familiarity with Cloud environments (e.g. AWS, Azure) and offerings
• Strong analytical and problem-solving abilities
• Excellent communication and teamwork skills

Things that are extra cool

• Bachelor’s or Master’s degree in Computer Science, AI/ML, or a related field
• Familiarity with network and server device configurations
• Familiarity with Linux environments

Our end of the bargain

• Remote-first environment (if that's your thing)
• Dedicated collaborative office space in NoVA (if that's your thing)
• We respect work/life balance
• Occasional on-site team summits
• Competitive salary and annual reviews
  
  

CLEARANCE LEVEL: Ability to obtain and maintain a U.S. Security Clearance

CERTIFICATIONS: none

Equal Opportunity Employer:

We are equal opportunity/affirmative action employers, committed to diversity in the workplace. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, gender identity, sexual orientation, national origin, disability, or protected veteran status, or any other protected characteristic under state or local law.

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