
AI Integration Specialist
15 hours ago
Job Overview:
We are seeking an experienced AI Integration Specialist to deploy and integrate AI/ML models into production environments, ensuring their scalability, reliability, and security.
Main Responsibilities:
- Deploy and Integrate AI Models: Collaborate with AI/ML teams to deploy machine learning models into applications and services, leveraging expertise in TensorFlow Serving, TorchServe, ONNX, or custom model wrappers.
- Design and Implement APIs and Microservices: Develop APIs, SDKs, and microservices that enable seamless AI model consumption, utilizing tools like FastAPI, Flask, or Django.
- Maintain High Availability: Ensure the scalability, reliability, and security of AI services in production environments, working closely with DevOps and software engineering teams.
- Implement Continuous Improvement: Track and improve model performance using CI/CD pipelines, observability tools, and monitoring systems.
- Foster Collaboration: Partner with cross-functional teams to integrate AI capabilities smoothly into products and services.
Required Qualifications:
- Bachelor's or Master's degree in Computer Science, Engineering, or a related field.
- 3 – 6 years of experience in software engineering, backend development, or MLOps.
- Strong proficiency in Python with hands-on experience using Docker, Kubernetes, and container orchestration.
- Understanding of CI/CD pipelines, MLOps practices, and model lifecycle management.
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