20 of 20 Use Case Jobs in Surrey

room for key conversations, providing honest advice, managing expectations and helping clients make good decisions about where and how to use AI. What your day to day might look like Getting to the heart of the problem Meeting with stakeholders who may not be clear on what they … whether a GenAI solution is useful and cost effective Fine tuning and optimising models so they perform well for the use case and budget Designing agentic workflows where they genuinely improve outcomes rather than add complexity Helping clients understand what GenAI can and cannot do in practice ...

room for key conversations, providing honest advice, managing expectations and helping clients make good decisions about where and how to use AI. What your day to day might look like Getting to the heart of the problem Meeting with stakeholders who may not be clear on what they … whether a GenAI solution is useful and cost effective Fine tuning and optimising models so they perform well for the use case and budget Designing agentic workflows where they genuinely improve outcomes rather than add complexity Helping clients understand what GenAI can and cannot do in practice ...

capabilities and benefits of our solution Requirements & Backlog Management Engage with internal stakeholders, partners, and customers to capture, refine, and prioritize AI use cases Translate complex AI concepts into clear epics, features, and user stories aligned with business value Maintain a transparent and prioritized backlog in JIRA Ensure ...

within the organization. Key Responsibilities • CI/CD Pipeline Development: Create and implement new, customized CI/CD pipelines tailored for specific project use cases, ensuring efficient, automated workflows • Pipeline Maintenance: Regularly update and maintain existing CI/CD pipelines to ensure they are efficient, secure ...

transformation objectives. Build and manage a multi-year roadmap covering data platforms, advanced analytics, machine learning, and GenAI applications. Identify high-value business use cases in areas such as marketing, R&D, medical affairs, quality, manufacturing, and supply chain. 7–12+ years of experience in data, analytics ...

SLOs, resilience, disaster recovery). Client-Facing Engineering & Stakeholder Management Run technical discovery with senior stakeholders to translate business needs into concrete Foundry use cases. Present architectures, trade-offs and risk assessments to both technical teams and C-suite. Provide technical guidance on integration with existing enterprise systems ...

SLOs, resilience, disaster recovery). Client-Facing Engineering & Stakeholder Management Run technical discovery with senior stakeholders to translate business needs into concrete Foundry use cases. Present architectures, trade-offs and risk assessments to both technical teams and C-suite. Provide technical guidance on integration with existing enterprise systems ...

data engineering, ensuring our stack scales with the business. Design, maintain, and evolve robust data pipelines and architecture to support low latency batch use cases. Oversee the implementation of data models and frameworks that support analytics, and business intelligence. Drive engineering best practices across testing, monitoring, version control ...

language processing Hands-on experience training, fine-tuning, and deploying LLMs Experience working with vector databases, search indices, or data stores for retrieval use cases Significant experience building evaluation systems for search or language models Familiarity with information retrieval techniques (e.g., lexical search, dense vector search) Comfort working ...

language processing Hands-on experience training, fine-tuning, and deploying LLMs Experience working with vector databases, search indices, or data stores for retrieval use cases Significant experience building evaluation systems for search or language models Familiarity with information retrieval techniques (e.g., lexical search, dense vector search) Comfort working ...

/run (incident, change, problem, threat hunting, vulnerability triage). Policy standards (macro/meso/micro), tagging taxonomy, and naming conventions. Security use cases and evidence chain procedures (attack lifecycle mapping, triage steps). Dashboards & reports (logging, KPIs, capacity, coverage, exceptions). Day‐2 materials: runbooks, tuning ...

systems via REST, SOAP, and Azure Services. What's desirable: A solid understanding of the latest Dynamics 365 AI capabilities and real-world use cases. If you're a Dynamics 365 Architect looking to step into a leadership-focused role within a growing, forward-thinking organisation ...

that simplifies how organisations deploy, manage, and operate AI/ML workloads across Kubernetes environments. The product is designed for performance-critical AI use cases, enabling customers to run GPU-accelerated workloads at scale with reliability and efficiency. About the Role The AI Technical Support Engineer will support ...

Tasks: Assess current CRM and e-store operational processes to identify inefficiencies and opportunities for AI-driven optimisation. Design, recommend and validate AI use cases and AI-enabled solutions to enhance customer engagement, automation, analytics, and sales conversion. Evaluate, select, and integrate MarTech tools and platforms, ensuring seamless ...

Putty would be advantageous Role and Responsibilities: Design, execute and report on manual tests for API-based telecom applications Analyse functional requirements and use cases, translating them into comprehensive test plans Maintain and extend the existing test automation framework, writing and implementing automation scripts in Python Perform positive ...

Assist in testing and validate Assist Malware Prevention tuning Assist threat assessment Assist logging and monitoring Assist operational metrics Assist in advance use cases to detect attacks Assist with Initial investigation using evidence chain Assist with Threat Scenario Development Assist with Logging and Monitoring Assist with Product upgrades ...

UK. Key Responsibilities 1. Machine Learning Model Development Design, develop, train, and evaluate machine learning models for prediction, classification, recommendation, or automation use cases. Apply supervised, unsupervised, and deep learning techniques as appropriate. Perform feature engineering, model tuning, and validation to improve accuracy and performance. 2. Productionisation & Deployment … Ensure data quality, reproducibility, and versioning. 4. MLOps & Automation Implement MLOps practices including CI/CD for ML, model versioning, and experiment tracking. Use tools such as MLflow, Kubeflow, SageMaker, Vertex AI, or Azure ML. Automate model training, testing, deployment, and monitoring workflows. 5. Cloud & Infrastructure Build ...

collaboratively with the team to ensure project deadlines are met. Design, prototype, and deploy Generative AI models (LLMs, Transformers, Diffusion models) for enterprise use cases. Build and fine-tune LLM-based applications (chatbots, summarization, document Q&A, report generation, code assistants, etc.). Apply prompt engineering, RAG (Retrieval … text, images, code). Apply data preprocessing, tokenization, and embedding generation techniques. Work with vector databases (Pinecone, Weaviate, FAISS, Chroma) for semantic retrieval use cases. Partner with business stakeholders to identify and shape AI use cases. Contribute to the creation of a strategic AI adoption roadmap ...

Science Trainer to deliver live, hands-on training sessions for aspiring and early-career professionals. The role involves mentoring learners through real-world use cases, guiding projects, and ensuring practical industry alignment. This is a contractual, remote engagement, ideal for professionals who enjoy teaching alongside their industry work. … Statistics & Probability Exploratory Data Analysis (EDA) Data Visualization (Matplotlib, Seaborn) Machine Learning (Supervised & Unsupervised) Model Evaluation & Optimization Guide learners through hands-on projects and case studies Support learners during doubt-resolution and interactive discussions Assist with resume, portfolio, and career guidance sessions Conduct mock interviews/technical evaluations when ...

work closely with Senior and Lead Analysts, gaining hands-on experience investigating real-world incidents and understanding attacker behaviour. You'll use industry-leading platforms including Microsoft Sentinel, Google SecOps, Defender XDR, CrowdStrike Falcon, SentinelOne, and Cortex XSOAR/XSIAM to determine what has happened, how activity progressed … Participate in directed threat hunting activities. Suggest improvements to detections, dashboards, and SOC runbooks. Support testing and validation of new detection logic and use cases. Collaborate & Communicate Provide clear written updates to customers and internal stakeholders. Participate in structured shift handovers to ensure continuity within a 24/ ...