Posted:1 day ago|
Platform:
Work from Office
Full Time
Position: AI Architect
Experience: 5+ yrs
Qualification: B.Tech / B.E from Tier 1 Academic Institutions
Job Type: Permanent & WFO
Job Location: Hyderabad
We are seeking an experienced AI Architect to lead the design, development, and deployment of large-scale AI solutions. The ideal candidate will bridge the gap between business requirements and technical implementation, with deep expertise in generative AI and modern MLOps practices.
AI Solution Design & Implementation:
• Architect end-to-end AI systems leveraging large language models and generative AI technologies
• Design scalable, production-ready AI applications that meet business objectives and performance requirements
• Evaluate and integrate LLM APIs from leading providers (OpenAI, Anthropic Claude, Google Gemini, etc.)
• Establish best practices for prompt engineering, model selection, and AI system optimization
• Fine-tune open-source models (Llama, Mistral, etc.) for specific business use cases
• Implement custom training pipelines and evaluation frameworks
• Optimize model performance, latency, and cost for production environments
• Stay current with latest model architectures and fine-tuning techniques
• Deploy and manage AI models at enterprise scale using containerization (Docker) and orchestration (Kubernetes)
• Build robust, scalable APIs using FastAPI and similar frameworks
• Design and implement MLOps pipelines for model versioning, monitoring, and continuous deployment
• Ensure high availability, security, and performance of AI systems in production
• Collaborate with stakeholders to understand business problems and translate them into technical requirements
• Provide technical guidance and mentorship to development teams
• Conduct feasibility assessments and technical due diligence for AI initiatives
• Create technical documentation, architectural diagrams, and implementation roadmaps
• 5+ years of experience in machine learning engineering or data science
• 1+ years of hands-on experience building, deploying, and managing generative AI models in production
• Proven track record of delivering large-scale ML solutions
• Expert-level proficiency with LLM APIs (OpenAI, Claude, Gemini, etc.)
• Hands-on experience fine-tuning transformer models (Llama, Mistral, etc.)
• Strong proficiency in FastAPI, Docker, and Kubernetes
• Experience with ML frameworks (PyTorch, TensorFlow, Hugging Face Transformers)
• Proficiency in Python and modern software development practices
• Experience with cloud platforms (AWS, GCP, or Azure) and their AI/ML services
• Strong understanding of transformer architectures, attention mechanisms, and modern NLP techniques
• Experience with MLOps tools and practices (model versioning, monitoring, CI/CD)
• Ability to translate complex business requirements into technical solutions
• Strong problem-solving skills and architectural thinking
• Experience with vector databases and retrieval-augmented generation (RAG) systems
• Knowledge of distributed training and model parallelization techniques
• Experience with model quantization and optimization for edge deployment
• Familiarity with AI safety, alignment, and responsible AI practices
• Experience in specific domains (finance, healthcare, legal, etc.)
• Advanced degree in Computer Science, AI/ML, or related field
Creeno Solutions
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