AI/ML Integration Lead for Enterprise Apps

Data Systems Analysts, Inc.; Fort Dix (NJ); On-site; USD 160,000 - 170,000; Full time

Job summary

Data Systems Analysts, Inc. seeks an AI/ML Integration Specialist to lead practical, secure AI/ML integration across enterprise applications and workflows.

You will design and implement capabilities that boost productivity, automation, search, analytics, and decision support in Army environments. The role requires a strong background in AI/ML, data science, and software integration, with hands-on experience in Python, SQL, APIs, cloud services, and governance.

Qualifications

• Bachelor’s degree in a related technical field.
• AWS Certified Machine Learning Engineer or AWS Certified Generative AI Developer or equivalent certification.
• 6+ years of experience supporting AI/ML, data science, analytics, intelligent automation, software integration, or enterprise application modernization.
• Experience designing and integrating AI/ML capabilities into enterprise applications, workflows, APIs, data services, reporting tools, or user-facing systems.
• Working knowledge of machine learning, natural language processing, generative AI, prompt engineering, model evaluation, data pipelines, and responsible AI practices.
• Experience with Python, SQL, APIs, cloud services, structured and unstructured data, and integration patterns used to connect AI/ML capabilities with operational systems.
• Ability to translate mission needs, user pain points, and business requirements into practical AI/ML use cases, prototypes, implementation plans, and measurable outcomes.
• Knowledge of secure software delivery, data protection, privacy, model governance, human-in-the-loop controls, and compliance considerations for federal or regulated environments.
• Strong collaboration skills with the ability to work across architecture, development, data, cybersecurity, DevSecOps, testing, product, and government stakeholder teams.

Responsibilities

• Lead identification, design, and integration of AI/ML use cases that improve ACWS modernization, user efficiency, workflow automation, analytics, and decision support.
• Translate operational needs and stakeholder requirements into AI/ML solution concepts, technical requirements, prototypes, backlog items, and implementation guidance.
• Partner with architects, data administrators, developers, DevSecOps, cybersecurity, testers, and functional analysts to integrate AI/ML capabilities into secure enterprise delivery.
• Support AI/ML model selection, data preparation, prompt design, integration patterns, validation planning, and performance monitoring.
• AI-enabled delivery, testing, validation, and release support.
• Implement responsible AI practices, including human review, explainability considerations, data protection, access control, auditability, and appropriate governance.
• Coordinate testing and validation of AI/ML-enabled capabilities to ensure accuracy, reliability, security, usability, and alignment with mission outcomes.
• Maintain AI/ML documentation, design assumptions, use case traceability, model/integration decisions, risks, and implementation recommendations.
• Evaluate emerging AI/ML technologies and recommend practical improvements that support ACWS modernization without disrupting operational continuity.

Skills

AI/ML integration

Python

SQL

APIs

Cloud services

Prompt engineering

Data pipelines

Model governance

Secure software delivery

Stakeholder collaboration

Education

Bachelor’s degree (Computer Science / Data Science / AI / ML / Engineering / Information Systems)

Job description

Data Systems Analysts, Inc. seeks an AI/ML Integration Specialist to lead practical, secure AI/ML integration across enterprise applications and workflows.

You will design and implement capabilities that boost productivity, automation, search, analytics, and decision support in Army environments. The role requires a strong background in AI/ML, data science, and software integration, with hands-on experience in Python, SQL, APIs, cloud services, and governance.