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Technical Architect

4 weeks ago

Edison, United States TEPHRA Full time
Description:

Job Description:

Strong and proven ability to identify and categorize use cases suitable for Generative AI usage and implementation. This is a key ask.

• Responsible for reactive and proactive proposals responses for solutions involving Generative AI (specially LLMs), Conversational AI & cloud AIaaS.

• Provide leadership for the transformation of customer requirements into visions, strategies, and roadmaps to implement Design AI enabled solutions, Data Science services platform at enterprise scale.

• Strong expertise in the Data & AI architecture for one of the Cloudpartners -Azure, AWS, GCP

• Develop and implement applications incorporating Generative AI models such as GPT, Anthropic Claude,, Google Palm, Meta Llama, focusing on enhancing developer and business productivity.

• Knowledge of MLOPS will be beneficial.

• Architect solutions incorporating Retrieval Augmented Generation, In-context Memory, Transformer Architectures, and Hierarchical Models, ensuring optimal model performance and scalability.

• Apply middleware frameworks such as LangChain and Llama Index for efficient indexing, retrieval, and chaining of language models, enhancing the contextual understanding and response generation of applications.

• Integrate multiple components such as data processing, machine learning models, and feedback mechanisms to address architectural challenges and ensure flawless deployment.

• Keep abreast of emerging trends, sophisticated patterns, dependencies in data, and advancements in AI architecture, supplying to the refinement and innovation of application development processes.

• Explore and implement inference techniques in generative AI for making predictions or generating new data based on observed input.

Qualifications:

Hands-on programming skill on at least one language node.js/Java/Python

Strong hands-on capabilities on "Artificial Intelligence" and "Machine Learning" PaaS components such as:

• Contextual Conversation design- for personalized and humanized interaction with end user for complex business cases

• Microsoft BOT service, Google DialogFlow EX, Amazon Lex

• NLP model - design, training and publishing for multiple languages

• Project experience and/or skills Certification with generative AI including: Azure Open AI (GPT 3.5/4) , Google PaLM 2 and AWS Bedrock

• Custom Speech model - Speech-to-text and Voice synthesis calibrated for language, accent, pitch, tone, noise and business vocabs.

Standard Architectural Practices As Below:

• Omni-Channel Integration for AI. MLOPS knowledge.

• Deployment and publish for AI and ML services with ACR, ACI, Docker, Azure Kubernetes

• Azure/ AWS/ GCP certifications, AWS Machine Learning Specialty, Google Certified Cloud Engineer and Deeplearning.ai certifications on LLMs, prompt engineering

• Web app and services - Micro services, Azure functions, Logic apps, API management

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