25 of 25 Use Case Jobs in Edinburgh

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 ...

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 ...

frameworks. Oversee proof-of-concept development and validate technical feasibility before scaling. Recommend and configure generative AI models (LLMs, multimodal systems) for specific use cases. Oversee integration of AI capabilities into business workflows and platforms. Recommend on technology stack selection and integration strategies for generative AI solutions. Technical ...

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 ...

deploy containerised models and support production ML workflows Working with product and risk stakeholders to identify and shape high value ML and AI use cases Operating within a clear model risk and governance framework, with room to experiment and learn Presenting findings in plain language and helping ...

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 ...

internal SME for cryptography, advising on algorithms, key lengths, FIPS certifications, and emerging standards (eg, PQC). Provide expert guidance on crypto use cases across the bank: TLS, tokenisation, digital signatures, securing APIs, data at rest, and cloud KMS/HSM integrations. Assess cryptographic risk and provide controls ...

level Salesforce Field Service transformation with the autonomy to lead real delivery. You'll work with experienced peers, world-class clients, and interesting use cases that push your technical and leadership abilities. If you're passionate about solving real-world problems, guiding teams, and turning complex requirements into ...

data lake Working across multiple data domains and supporting internal partners Designing and delivering high-quality datasets for BI, insights, and analytics use cases Collaborating with product, engineering, and analytics stakeholders Supporting third-party data ingestion workflows Owning end-to-end delivery of production-grade data solutions Potential ...

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 ...

Support automated testing and quality assurance processes. Participate in Agile development cycles and collaborate with senior engineers. Contribute to integration efforts with sovereign use cases and OPS-SAT VOLT. Qualifications: Proficient in Java, Python and C++ Bachelor’s degree in Computer Science, Engineering, or related field. Strong programming ...

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 ...

hands-on work with security platforms, scripting tasks, and collaborating with experienced security professionals. Key Areas of Work Enhancing alert logic and monitoring use cases within SIEM platforms Building and maintaining automation workflows using Python Reviewing security events and log data to spot unusual activity Supporting the design ...

prompt engineering strategies for LLM-based features, including few-shot learning, chain-of-thought reasoning, and retrieval-augmented generation Optimize models for specific use cases and performance requirements Design and optimize database schemas for relational database Collaborate with stakeholders to translate business requirements into technical solutions What ...

boundaryless opportunities that can drive your career in new and exciting ways In our team you will learn: How to help clients to use AI/ML technologies to solve business challenges How to design, deploy and run high quality AI/ML solutions across a range … apply them to solve real world customer problems As an AI LLM Architecture Associate Manager, you will: Design use-case and platform technology architectures to solve key business challenges using reference and cutting-edge technologies and architectural patterns Work in multi-disciplinary teams to refine and deliver ...

/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 ...

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 ...

Passion for sales and talking to real humans bring energy Comfortable booking meetings and demos be personable Natural curiosity learn the product, the use cases, and ask questions Team player small company energy means helping where needed Culture Cool company with solid managers no corporate nonsense Fast growth ...

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 ...

well as any changes to the product and related processes. Lead testing efforts related to software development lifecycle (SDLC), including test plan and test case creation, test execution and documentation. Partner with project team to understand any changes to business processes and make changes to current test process … business process modeling, requirements gathering, data flow analysis) and tools Proven experience with creating systems requirements, architecture and design specifications Documenting requirements via use cases, user stories, or other industry-recognized methods Demonstrated skills in the areas of critical thinking and problem solving Adept at queries and business ...

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 ...

design aligns with both the application's needs and the end users' requirements. This role involves modeling APIs to address all potential use cases, delivering solutions that are high-quality and easily accessible to API consumers, with a particular emphasis on following Domain-Driven Design (DDD) principles. … discovery Responsible for ALL APIs to be published with supporting documentation to our strategic API discovery tools, including Exchange. Collaboration on QA test case generation to support efficient and timely testing of APIs Ongoing support to Engineering teams to resolving queries during PI lifecycle Work with SAPI/Platform ...

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/ ...

MLflow, Azure, Docker, Kubernetes. Salary: Up to £100k Working Environment: Fully Remote in UK What you'll do Research, prototype, and deploy LLM use cases (Q&A, summarisation, document processing) Build and tune models using scikit-learn, PyTorch, TensorFlow/Keras, and XGBoost Create data pipelines for batch … streaming with Spark and Kafka Use Databricks and MLflow for experiments, deployment, and monitoring What you'll bring Hands-on Python for data science and ML Practical experience with LLM frameworks (e.g. LangChain) Familiar with Spark/Kafka and End-to-end pipeline experience Databricks, MLflow, Docker, Kubernetes ...