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[Remote] AI/ML Engineer

Work from home Full-time role Hiring

Note: The job is a remote job and is open to candidates in USA. Parsons Corporation is a provider of solutions for defense, security, intelligence, infrastructure, and environmental missions, including support for US government customers. The company is seeking an AI/ML Engineer to develop and deploy machine learning models, data pipelines, and secure cloud-based AI capabilities for chemical and biological threat characterization. The role also involves model monitoring, explainability, compliance, knowledge graph development, and collaboration across multidisciplinary Agile teams.

Responsibilities

  • Design, develop, and deploy AI/ML models and tools for data mining, predictive modeling, and knowledge discovery to enhance chemical and biological threat characterization
  • Build and optimize automated data pipelines for semantic/contextual chunking, named entity extraction, vector embedding, and relationship extraction
  • Integrate AI/ML-enabled capabilities into a secure, cloud-based data architecture, ensuring interoperability with existing systems via standardized APIs and the Model Context Protocol (MCP)
  • Develop and maintain model cards documenting model purpose, training data, performance metrics, limitations, and ethical considerations
  • Implement and monitor model performance, data/concept drift, and key metrics in real time; support model retraining and fine-tuning as new data becomes available
  • Collaborate with data engineers, software developers, and stakeholders to define requirements, validate outputs, and support the creation of knowledge graphs and enriched data products
  • Ensure all AI/ML workflows comply with DoD cybersecurity, data privacy, and access control requirements, including operation within isolated cloud environments
  • Develop tools and dashboards for model explainability, transparency, and user interaction with AI/ML outputs
  • Participate in Agile sprints, contribute to backlog refinement, and support documentation for AI/ML components
  • Assist in knowledge transfer and training activities, including the development of tutorials and best practices for AI/ML usage

Skills

  • Active Secret or higher security clearance
  • Bachelor's degree in Computer Science, Data Science, Machine Learning, or a related technical field
  • 3-8 years of experience developing and deploying AI/ML models in production or enterprise environments
  • Proficiency with AI/ML frameworks and libraries (e.g., LangChain, LlamaIndex, TensorFlow, PyTorch)
  • Experience building and maintaining data pipelines for machine learning, including data preprocessing, feature engineering, and model deployment
  • Strong programming skills in Python or similar languages
  • Experience with cloud platforms (e.g., AWS, Azure) and cloud-native AI/ML services
  • Familiarity with RESTful APIs and integrating AI/ML models into larger software systems
  • Understanding of data security, privacy, and access control best practices
  • Experience working in Agile development environments and collaborating with multidisciplinary teams
  • Strong analytical, problem-solving, and communication skills
  • Master's degree in Data Science, Machine Learning, or a related field
  • Experience with large language models (LLMs), vector/semantic search, and advanced NLP techniques
  • Familiarity with DoD cybersecurity and data governance standards (e.g., NIST SP 800-171, STIG, RMF)
  • Experience developing AI/ML solutions for knowledge graph construction and ontology-based reasoning
  • Experience with model explainability, bias detection, and ethical AI practices
  • Experience with containerization (Docker, Kubernetes) and secure model deployment
  • Experience integrating AI/ML solutions in classified environments (e.g., SIPR, JWICS)
  • Prior experience supporting government or defense-related AI/ML projects

Benefits

  • Medical
  • Dental
  • Vision
  • Paid time off
  • Employee Stock Ownership Plan (ESOP)
  • 401(k)
  • Life insurance
  • Flexible work schedules
  • Holidays
  • Endless growth opportunities

Company Overview

  • Parsons is an engineering, construction, technical and management services firm for national security and global infrastructure markets. It was founded in 1944, and is headquartered in Pasadena, California, USA, with a workforce of 10001+ employees. Its website is http://www.parsons.com.
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