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AI Architect
2 weeks ago
AI Architects design the overall structure of AI systems, ensuring they are scalable, secure, and aligned with business goals. They define technical roadmaps and oversee the implementation of AI projects.
Skills:
Proficient:
o Languages/Framework: Fast API, Azure UI Search API (React)
o Cloud: Azure Cloud Basics (Azure DevOps)
o Gitlab: Gitlab Pipeline
o Ansible and REX: Rex Deployment
o Data Science: Prompt Engineering + Modern Testing
o Data mining and cleaning
o ML (Supervised/unsupervised learning)
o NLP techniques, knowledge of Deep Learning techniques include RNN, transformers
o AI integration and deployment
o AI frameworks (PyTorch)
o AI/MLOps frameworks
o Model deployment processes
o Data pipeline monitoring
- Expert: (in addition to proficient skills)
o Languages/Framework: Azure Open AI
o Data Science: Open AI GPT 4/3, Embeddings + Vector Search
o Databases and ETL: Azure Storage Account
o Deep understanding of AI/ML algorithms and their applications
o Expertise in system design and architecture patterns
o Expertise in End-to-end AI solution delivery
o Knowledge of cloud-native AI solutions and microservices
o Familiarity with AI ethics, bias mitigation, and explainability
o Strong communication skills to collaborate with stakeholders
o Experience with AI deployment pipelines (MLOps)
o Knowledge of AI ethics frameworks and guidelines (e.g., EU AI Act, IEEE Ethically Aligned Design)
o Understanding of bias detection and mitigation techniques
o Familiarity with explainable AI (XAI) methods
o Strong understanding of data privacy laws (GDPR, CCPA)
- Ability to conduct AI impact assessments
