
Senior AI Model Integration Professional
4 days ago
AI Model Integration Specialist
We are seeking a highly skilled AI Model Integration Specialist to deploy and integrate machine learning models into production environments.
Key Responsibilities:
- Deploy and Integrate AI Models: Collaborate with AI/ML teams to deploy machine learning models into applications and services.
- Build APIs and Microservices: Design and implement APIs, SDKs, and microservices that enable seamless AI model consumption.
- Maintain Reliability: Ensure high availability, scalability, and security of AI services in production.
- Monitor & Maintain Models: Implement CI/CD pipelines, observability tools, and monitoring systems to track and improve model performance.
- Automate Workflows: Build automated pipelines for model retraining, versioning, and rollback.
- Optimize Performance: Implement caching strategies, model compression, and other techniques to improve inference speed and system efficiency.
- Work with Cloud & Hybrid Infrastructure: Support AWS, GCP, or Azure environments and hybrid setups (cloud + on-prem).
- Cross-Functional Collaboration: Partner with DevOps, software engineers, and product teams to integrate AI capabilities smoothly into products and services.
Required Skills and Qualifications:
- Bachelor's or Master's Degree: In Computer Science, Engineering, or a related field.
- Experience: 3 – 6 years in software engineering, backend development, or MLOps.
- Programming Skills: Strong proficiency in Python with experience using FastAPI, Flask, or Django.
- Machine Learning Experience: Experience integrating ML models with tools like TensorFlow Serving, TorchServe, ONNX, or custom model wrappers.
- Containerization: Hands-on experience with Docker, Kubernetes, and container orchestration.
- CI/CD Pipelines: Understanding of CI/CD pipelines, MLOps practices, and model lifecycle management.
- Cloud Platforms: Familiarity with cloud platforms (AWS, GCP, Azure) and their AI/ML services.
- Communication Skills: Excellent English communication skills – ability to work with cross-functional teams and present technical solutions clearly.
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