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Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # AI/ML Integration Specialist - **Company:** AVUM INC - **Location:** Agoura Hills, United States (Remote available) - **Experience:** Experienced - **Salary:** $105,000.0 - $130,000.0 - **Contract:** Permanent contract - **Skills:** Java (Programming Language), JavaScript (Programming Language), Application Programming Interfaces (APIs), Artificial Intelligence, Amazon Web Services, Computer Vision, Microsoft Azure, Computer Programming, Databases, Continuous Integration, Middleware, Monitoring of Systems, JSON, Python (Programming Language), Machine Learning, Microsoft Dynamics, Natural Language Processing, Tensorflow, Salesforce.Com, SAP (Applications), Search Technologies, Software Deployment, SQL Databases, Systems Integration, TypeScript, Data Logging, Google Cloud, Cloud Platform System, Pytorch, Large Language Models, Generative AI, Git, Containerization, Scikit Learn, Integration Frameworks, Machine Learning Operations, Restful APIs, Software Version Control, Data Pipelines, Serverless Computing, Docker, Servicenow, Microservices - **Published:** September 15, 2026 - **Apply:** https://recruiting.paylocity.com/recruiting/jobs/Apply/4480405/AVUM-INC/AIML-Integration-Specialist ## About the Role * U.S. citizenship with the ability to obtain and maintain a U.S. Government security clearance. * Bachelor's degree in Computer Science, Software Engineering, Data Science, AI/ML, or a related field. * Three or more years of experience in software engineering, systems integration, ML engineering, data engineering, or a related discipline. * Experience integrating REST APIs, SDKs, microservices, and third party platforms. * Strong programming skills in Python and/or Java, JavaScript, or TypeScript. * Understanding of machine learning concepts, the model lifecycle, and AI application architecture. * Experience working with databases, data pipelines, JSON, SQL, and cloud environments. * Familiarity with Git, CI/CD, testing, logging, monitoring, and production deployment practices. * Strong analytical, troubleshooting, communication, and problem solving skills., * Experience integrating LLMs and generative AI applications using OpenAI, Azure AI, AWS AI/ML, Google Cloud AI, or comparable platforms. * Knowledge of retrieval augmented generation (RAG), vector databases, embeddings, and semantic search. * Experience with ML frameworks such as PyTorch, TensorFlow, or scikit-learn. * Familiarity with Docker, Kubernetes, serverless architectures, and cloud native development. * Experience with MLOps, LLMOps, and model monitoring. * Knowledge of AI security, governance, privacy, and responsible AI practices. * Experience integrating AI capabilities with Salesforce, ServiceNow, SAP, Microsoft Dynamics, or similar enterprise platforms. ## Description Avum is seeking an AI/ML Integration Specialist to integrate artificial intelligence and machine learning capabilities into business applications and technology platforms. This role works with engineering, data, and business teams to turn AI solutions into reliable, secure, and scalable production capabilities., * Design, develop, and maintain integrations connecting AI/ML models, APIs, and services with existing applications. * Implement generative AI, large language models (LLMs), natural language processing, computer vision, and predictive analytics capabilities to support business needs. * Build and maintain APIs, data pipelines, middleware, and integration workflows. * Collaborate with data scientists, engineers, product teams, and business stakeholders to define requirements and move models from development into production. * Evaluate and improve AI solution performance, scalability, security, reliability, and cost. * Monitor deployed solutions, troubleshoot issues, and establish practices for testing, version control, deployment, and ongoing monitoring. * Ensure solutions meet organizational security, privacy, governance, and responsible AI requirements. * Document architectures, integrations, and operating procedures, and recommend emerging technologies that support business goals. ## Related Videos - [Should we build Generative AI into our existing software?](https://www.wearedevelopers.com/videos/1129-should-we-build-generative-ai-into-our-existing-software) - [How a Small Team Shrank a Microsoft Monorepo by 94%](https://www.wearedevelopers.com/videos/1236-how-a-small-team-shrank-a-microsoft-monorepo-by-94) - [Tips and Tricks for Working with JSON](https://www.wearedevelopers.com/videos/1229-tips-and-tricks-for-working-with-json) - [Docker Compose: Rediscovered](https://www.wearedevelopers.com/videos/1978-docker-compose-rediscovered) - [Inside the AI Revolution: How Microsoft is Empowering the World to Achieve More](https://www.wearedevelopers.com/videos/869-inside-the-ai-revolution-how-microsoft-is-empowering-the-world-to-achieve-more) - [Git for Code Reviews](https://www.wearedevelopers.com/videos/429-git-for-code-reviews) ## Related Articles - [How to Become an AI Engineer](https://www.wearedevelopers.com/magazine/331-how-to-become-an-ai-engineer) - [MLOps And AI Driven Development](https://www.wearedevelopers.com/magazine/82-mlops-and-ai-driven-development) - [Got AI ideas but no money? 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