Overview
AI Integration Specialist - Level 1
Location: Ipswich (Three days onsite, two days remote)
Responsibilities
* Collaborate with engineering and product teams to define requirements, scope, and technical design for AI-driven features.
* Deploy machine learning models into production environments, ensuring scalability, performance, and reliability.
* Transform ML models into APIs and integrate them into existing enterprise systems and workflows.
* Work with DevOps and Back End engineers to optimize model deployment pipelines and ensure smooth integration with microservices and cloud infrastructures.
* Monitor model performance post-deployment and assist in updates or retraining workflows.
* Document integration processes, APIs, and deployment architectures for cross-team knowledge sharing.
* Stay current with evolving trends in AI integration, MLOps, and enterprise AI adoption.
Required Skills & Qualifications
* Solid experience in integrating AI or ML models into production environments.
* Proficiency in API development and integration (REST, gRPC, GraphQL preferred).
* Familiarity with Python, Java, or similar languages used in model deployment.
* Experience with ML frameworks (TensorFlow, PyTorch, Scikit-learn) and model serving tools (FastAPI, Flask, TorchServe, TensorFlow Serving).
* Understanding of cloud platforms (AWS, Azure, GCP) and containerization technologies (Docker, Kubernetes).
* Strong communication and collaboration skills with cross-functional teams.
* Ability to translate AI capabilities into practical business applications.
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