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Purpose of the role
To design, develop, and implement solutions to complex business problems, collaborating with stakeholders to understand their needs and requirements, and design and implement solutions that meet those needs and create solutions that balance technology risks against business delivery, driving consistency.
Accountabilities
Vice President Expectations
All colleagues will be expected to demonstrate the Barclays Values of Respect, Integrity, Service, Excellence and Stewardship – our moral compass, helping us do what we believe is right. They will also be expected to demonstrate the Barclays Mindset – to Empower, Challenge and Drive – the operating manual for how we behave.
Embark upon a transformative journey as a Vice President - Solutions Architect - Data Engineer/GenAI. At Barclays, we don’t just embrace change – we drive it. As a Vice President - Solutions Architect - Data Engineer/GenAI, you will design, develop, and implement solutions to complex business problems, collaborating with stakeholders to understand their needs and requirements, and design and implement solutions that meet those needs and create solutions that balance technology risks against business delivery, driving consistency.
To be a successful Technology Architect - Gen Artificial Intelligence Technology, you should have experience of:
Strong experience in architecting and building enterprise-level generative AI (GenAI) applications. Extensive expertise in GenAI technologies, particularly in Large Language Models (LLMs) such as Amazon Bedrock, with a deep understanding of model customization, training strategies, Retrieval-Augmented Generation (RAG), prompt engineering, and model fine-tuning, Agentic architecture.
Comprehensive understanding of generative AI models, including large language models, diffusion models, and their practical applications. Developing a model customization approach and training strategy, designing, and implementing the model evaluation framework for incremental build, and evaluating models using various metrics applicable to LLM models. Additionally, it involves implementing a feedback loop and conducting thorough testing and validation to ensure the desired accuracy.
Familiarity with cloud platforms such as AWS, Azure, or Google Cloud Platform, and their respective AI/ML services. Monitor and evaluate the performance of generative AI models and systems. Implement improvements and optimizations as needed. Maintain comprehensive documentation of generative AI architectures, models, and processes. Ensure knowledge transfer and training for team members.
Proficiency in programming languages such as Python, GenAI Library. Hands-on experience with containerization technologies like Docker and Kubernetes. Comprehensive understanding of data privacy, security, and ethical considerations in AI development.
Additional relevant skills given below are highly valued:
Excellent problem-solving, analytical, and critical thinking skills, with the ability to break down complex problems and devise efficient solutions.
Proven track record of successfully leading and delivering complex Gen AI/ML projects from inception to deployment.
Exceptional communication and collaboration skills, with the capability to effectively convey technical concepts and ideas to both technical and non-technical stakeholders.
You may be assessed on key critical skills relevant for success in role, such as risk and controls, change and transformation, business acumen, strategic thinking and digital and technology, as well as job-specific technical skills.
This role is based in Pune.
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