Senior AI-ML Integration Software Engineer

TIAG is now hiring a full-stack Senior AI/ML Software Engineer to join our team in support of an exciting Department of War human performance platform product support initiative. The position will require a government security clearance to be processed, so US or Naturalized Citizenship is a requirement for consideration. In this role, the Senior Engineer will leverage expertise in cloud-native solutions and modern web architectures to lead the integration of cutting-edge Artificial Intelligence (AI) and Machine Learning (ML) capabilities into our product suite.

The ideal candidate will combine strong traditional software engineering foundations (such as the PHP ecosystem, legacy/modern JavaScript frameworks, and robust CI/CD practices) with hands-on experience deploying generative AI models and intelligent orchestration workflows. This role is primarily focused on AI/ML integration and supporting backend software development, though full stack development experience is preferred.

Key Responsibilities:

AI/ML & Cloud Integration:

Architect and deploy intelligent features using Cloud AI services, with a strong focus on building generative AI workflows, retrieval-augmented generation (RAG), and agentic pipelines.

Develop serverless backends (e.g., AWS Lambda, API Gateway) and microservices that interface seamlessly with foundational machine learning models. Optimize data ingestion pipelines and database queries (SQL and No

SQL) to support context-rich AI prompts and high-performance inference. Dev Ops & Architecture Set up, maintain, and secure automated CI/CD pipelines using Jenkins CI or similar cloud-native tooling to support continuous deployment of both software and ML integrations. Define technical requirements, break down tasks for complex engineering projects, and mentor junior developers on enterprise best practices. Consolidate legacy processes and automate critical workflows to drastically reduce manual business workloads and cycle times.

Full-Stack Web Development Incorporate AI-driven features (such as predictive text, intelligent search, automated categorization, or voice interfaces) directly into user-facing web and mobile frontends to improve user experience. Integrate AI/ML capabilities into existing PHP backend API. Write and implement software tooling to develop a new build pipeline in parallel with existing legacy tools.

Provide thought leadership to architecture, design, and modernization approaches and activities. Contribute to architecture decisions and long-term technical roadmap.

Organize work plans, estimate tasks, and deliver finished projects to meet important deadlines.
Core Engineering Requirements

Experience:

8–10 years of professional software development experience.

Frontend:
React, React Native, Polymer, JavaScript, HTML5, CSS
3. Backend & Services:
Strong proficiency in PHP 8.x (Symfony) and RESTful APIs, MySQLCloud & Dev Ops:
Deep familiarity with AWS (EC2, RDS, S3, Lambda, API Gateway, Cognito, DynamoDB), Infrastructure-as-Code tools (Terraform), Git SCM and Jenkins CI. Security:
Familiarity and experience working in secure environments, particularly those constrained by federal and/or Department of War cybersecurity requirements.

AI/ML Requirements & PreferencesAI Integration:
Demonstrated experience consuming, fine-tuning, or orchestrating Large Language Models (LLMs) within enterprise applications.

AWS Bedrock (Preferred):
Knowledge of AWS Bedrock is highly preferred, specifically utilizing its API to manage foundation models, implement Guardrails, or build agents.

Data Pipelines:
Experience managing vector embeddings, prompt engineering, or working with cloud-native No

SQL data stores for AI context management. TIAG is an equal opportunity employer and federal contractor or subcontractor.  Consequently, the parties agree that, as applicable, they will abide by the requirements of 41 CFR 60-1.4(a), 41 CFR 60-300.5(a), and 41 CFR 60-741.5(a)  and employment decisions shall be based solely on merit and without regard disability, or protected veteran status, or any other characteristic protected by local, state, or federal laws, rules, or regulations.

TIAG takes proactive steps to employ and advance in employment qualified individuals without regard to disability or protected veteran status.  The parties also agree that, as applicable, they will abide by the requirements and may be subject and required to take action pursuant to the following laws and accompanying regulations:
The Vietnam Era…