Job Specifications
We have a new requirement for an Ai Architect to work for a client of ours.
This role has been deemed as Inside IR35.
Experience required:
- Ai Architecture
- Ideally financial service background
- ability to manage stakeholders (translate technical information for non-technical stakeholders)
Essential AI Design and Architecture Skills
* Prompt Engineering: Crafting structured prompts to drive deterministic and reproducible outputs from LLMs, using techniques like chain-of-thought and few-shot prompting
* Context Engineering: Dynamically injecting relevant external data into prompts; designing and managing context windows, handling retrieval noise and context collapse in long-context
* Fine-Tuning & Model Adaptation: Using methods like LoRA/QLoRA for domain adaptation, managing data curation pipelines, and monitoring overfitting versus generalization-especially in high-stakes environments
* Retrieval-Augmented Generation (RAG): Building LLM workflows with external knowledge integration, engineering embeddings and retrieval pipelines for high recall and precision
* Agentic Design: Orchestrating LLM-driven agents capable of multi-step reasoning, tool use, and autonomous state management-including fallback strategies for error
* Production Deployment: Packaging models and agentic systems as scalable APIs, with robust pipelines for latency, concurrency, and failure isolation, including container orchestration or serverless deployment
* LLM Optimization: Applying quantization, pruning, and distillation to optimize performance and cost; benchmarking for speed, accuracy, and hardware utilization
* Observability & Monitoring: Implementing logging, tracing, dashboards, and alignment monitoring for prompts, responses, and agent behaviors
* Core SDLC AI Integration: Using generative AI for requirement refinement, technical design blueprinting, architecture review, API and schema auto-generation, and cross-functional artifact production
* Security & Compliance: Building guardrails to enforce data privacy, compliance with regulations, and responsible use of LLMs, particularly in sensitive or regulated environments.
* Modern Deep Learning: Mastery of frameworks including TensorFlow, PyTorch, and HuggingFace Transformers, with proven expertise in transformers, CNNs, RNNs, and attention mechanisms for custom and state-of-the-art model
To be considered please submit an up-to-date CV.
LA International is a HMG approved ICT Recruitment and Project Solutions Consultancy, operating globally from the largest single site in the UK as an IT Consultancy or as an Employment Business & Agency depending upon the precise nature of the work, for security cleared jobs or non-clearance vacancies, LA International welcome applications from all sections of the community and from people with diverse experience and backgrounds.
Award Winning LA International, winner of the Recruiter Awards for Excellence, Best IT Recruitment Company, Best Public Sector Recruitment Company and overall Gold Award winner, has now secured the most prestigious business award that any business can receive, The Queens Award for Enterprise: International Trade, for the second consecutive period.
About the Company
LA International is a Digital and Technology Resourcing and Project Solutions organisation, with Enhanced Government Accreditation. Operating globally from the largest single-site facility in the UK. LA International is the UK’s number 1 and largest supplier of Security Cleared Digital and Technology resource to His Majesty’s Government.
With a successful track record spanning over 40 years of delivering Resourcing and Project Solutions, we have been at the forefront of providing innovative Digital, Technology, Transform...
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