Gen AI Architectnbsp
Gen AI Architectnbsp
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Job Description
Position: Gen AI Architect
Location: Santa Clara CA ***Day 1 Onsite***
GenAI Architect
Job Description:
1. Design and develop the architecture and infrastructure for GenAI systems including data storage processing and retrieval mechanisms. Ensure scalability flexibility performance and efficiency of the GenAI systems to handle large volumes of data and complex algorithms seamlessly.
2. Should lead the decisionmaking process for technical and architectural choices with external Gen AI service providers (for example: Microsoft Amazon etc.) to ensuring that solutions are scalable maintainable and costeffective.
3. Must collaborate with Business Partners Stakeholders product owners and software engineers to understand business requirements and translate them into Gen AI (enterprise) solutions. Must have experience in model optimization and finetuning of large language models for better performance latency memory and throughput.
4. Demo the results of analyses/design in a clear and impactful manner. Able to break down sophisticated AI & Machine Learning model knowledge to easy to interpret information for nontechnical audiences. Identify relevant Use Case specific data sources and design methods for data collection integration cleansing and transformation.
5. Collaborate with data engineers to ensure quality and relevance of data for GenAI model training. Collaborate with software developers and engineers to integrate AI systems into existing platforms or applications. Ensure seamless communication and compatibility between GenAI components and other software modules.
6. Ensure alignment to ethical AI practices such as fairness transparency and accountability. Address biases and potential risks associated with AI syst1ems to ensure responsible deployment and usage.
7. Stay updated with the latest advancements in GenAI technologies frameworks and algorithms. Conduct research and experimentation to explore innovative approaches and techniques that can enhance Enterprise AI capabilities.
8. Test and evaluate different Gen AI models and algorithms to determine their effectiveness to meet business needs. Should Provide technical guidance and mentorship to Development and other team members. Must align / support the organizations GenAI strategy adoption.
Minimum Requirements
1. Should have 8 years as an AI Architect or in a similar role. Required solid understanding experience in advanced machine learning algorithms deep learning statistics NLP large language models Knowledge Graphs AI Agents.
2. Should have knowledge and experience with models such as BERT GPT Roberta etc.
3. Proven experience in developing and implementing generative AI models and algorithms.
4. Strong Experience of NLP (NLTK Spacy Gensim BERT SBERT models). Required good Experience of LLMs GenAI LangChain LangGraph EmbedChain Transformers Reinforcement Learning.
5. Should be able to learn and adapt to advancements in GenAI technology and work on POCs.
6. Must have experience in Python and other languages preferably 3 years. Must have excellent problem1solving skills and ability to work in a fastpaced and collaborative environment.
7. Must be proficient in using AZURE/AWS Cloud Platform for GenAI.
8. Good to have knowledge of training neural networks using Tensorflow or Pytorch framework for NLP use cases.
9. Good to have an indepth understanding of generative models such as GANs VAEs and autoregressive models. Must be B.E. / B.Tech / MCA (computer science background)
Employment Type
Full Time
