Knowledge Graph & Semantics Consultant
Capco is hiring a Knowledge Graph & Semantics Consultant in London, United Kingdom. Level rates it ; you can apply on Capco.
Level's read on this job
- Works on AI ●●●○ is how Level rates this AI consultant role: the daily work is on AI products, without building the model.
- The posting mentions NLP and AI safety among its tools and skills.
- Capco has 702 other open roles on Level.
AI in this role
Knowledge Graph & Semantics Consultant
Location: London (Hybrid) | Practice Area: Data & Analytics | Type: Permanent
Turn complex data into connected knowledge that drives smarter decisions.
The Role
Financial services firms face significant challenges – and opportunities – in how they manage and extract value from increasingly complex data. Their ability to compete, comply and transform depends on connecting information across data silos and turning it into knowledge that people and machines can meaningfully understand.
Graph and Semantics Engineering are emerging enterprise data technologies that use ontologies, advanced analytics and AI to represent knowledge in expressive and innovative ways. Next-generation AI systems powered by knowledge graphs can help organisations manage complexity, provide greater context and deliver more explainable outcomes.
As a Knowledge Graph & Semantics Consultant, you’ll help our clients understand, design and implement solutions using graph and semantic technologies, advanced data management and analytics. You’ll also explore how approved AI tools, automation and AI-enabled workflows can improve the speed, quality and insight of delivery, while maintaining appropriate human judgement, review and responsible AI guardrails.
You’ll contribute to the continued growth of Capco’s Data & Analytics practice, helping develop our capabilities, talent and thinking around how graph and semantic technologies can create value for financial services organisations.
What You’ll Do
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Design and implement knowledge graph, semantic modelling and advanced data solutions that connect structured and unstructured information.
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Help clients identify and deliver practical use cases for graph and semantic technologies, advanced analytics and AI.
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Use approved AI tools and AI-enabled workflows where appropriate to accelerate research, modelling, analysis and delivery, with human-in-the-loop review and validation.
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Build Capco’s graph and semantic capabilities through thought leadership, talent development and contribution to practice growth.
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Develop relationships across the evolving graph technology ecosystem and assess emerging technologies, including responsible approaches to AI, automation, guardrails, auditability and escalation.
What We’re Looking For
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Strong understanding of knowledge representation and semantic technologies, including OWL, RDF, SWRL, SPARQL, JSON-LD, Turtle and N-Quads.
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Experience with semantic modelling and graph/triple-store technologies such as PoolParty, Stardog, TigerGraph, Ontotext GraphDB, Grakn, MarkLogic, Metaphactory or Neo4j.
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Ability to combine business and technical understanding to explain, design and create effective knowledge graph models and solutions.
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Understanding of graph use cases and user-interface considerations, including the challenges associated with visualising complex graph data.
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Strong communication skills, with the ability to explain graph, semantic and AI-enabled approaches clearly, while applying sound human judgement and responsible technology practices.
Bonus Points For
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Knowledge of financial services and its data, regulatory and transformation challenges is seen as beneficial - we do however welcome experience from other industries.
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Experience using NLP, machine learning and semantic text mining to support advanced analytics, classification, inference and knowledge extraction, including appropriate use of AI-enabled techniques.
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Familiarity with mapping approaches such as R2RML, ETL techniques, data management and governance methodologies.
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Programming experience with languages such as Python, Java or JavaScript, alongside Agile delivery frameworks such as Scrum, Kanban or Extreme Programming.
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Practical experience applying semantic technologies in industry, academia, Library Science or Information/Knowledge Management, with curiosity about responsible Generative AI and Agentic AI applications where relevant.
Why Join Capco
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Deliver high-impact technology and data solutions for Tier 1 financial institutions.
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Work in a collaborative, flat, and entrepreneurial consulting culture.
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Access continuous learning, training, and industry certifications.
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Be part of a team shaping the future of digital financial services.
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Help shape the future of digital transformation across financial services and energy.
Benefits
We offer a competitive, people-first benefits package designed to support every aspect of your life:
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Core Benefits: Discretionary bonus, competitive pension, health insurance, life insurance and critical illness cover.
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Mental Health: Easy access to CareFirst, Unmind, Aviva consultations, and in-house first aiders.
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Family-Friendly: Maternity, adoption, shared parental leave, plus paid leave for sickness, pregnancy loss, fertility treatment, menopause, and bereavement.
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Family Care: 8 complimentary backup care sessions for emergency childcare or elder care.
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Holiday Flexibility: 5 weeks of annual leave with the option to buy or sell holiday days based on your needs.
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Continuous Learning: Your growth, your way – minimum 40 hours of training annually. Choose from workshops, certifications and e-learning. You’ll also have a Business Coach assigned from Day One, providing one-to-one guidance to support your goals and accelerate your development.
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Healthcare Access: Convenient online GP services.
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Extra Perks: Gympass (Wellhub), travel insurance, Tastecard, season ticket loans, Cycle to Work, and dental insurance.
Inclusion at Capco
We’re committed to making our recruitment process accessible and straightforward for everyone. If you need any adjustments at any stage, just let us know – we’ll be happy to help. We value each person’s unique perspective and contribution. At Capco, we believe that being yourself is your greatest strength. Our #BeYourselfAtWork culture encourages individuality and collaboration – a mindset that shapes how we work with clients and each other every day.
#LDN-DNI
How we rate this
Knowledge Graph & Semantics Consultant at Capco rates 70 out of 100 for how much of the daily work is AI. That makes it Works on AI (AI Level 3 of 4). The level is about AI in the job, not seniority.
Works on AI. The daily work is on AI products, without building the model.
- ●●●● Builds AI80 to 100
- ●●●○ Works on AI60 to 79
- ●●○○ Uses AI40 to 59
- ●○○○ Little AI0 to 39
Levels come from how often the tools, models and workflows of the role are named in the posting itself. Read the description and count the AI tools, models and workflows it names.
Prepare for this job
Built from this posting and from similar jobs on Level.
Skills and AI tools this role asks for
Pay
- Typical AI consultant job
- $151k
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Questions you could be asked
- What NLP problem have you worked on, and how did you measure whether it actually worked?
- How do you think about the risk of an AI system in this kind of role failing silently?
- Describe a typical day in a role like this one: which parts run through AI directly?
- If you removed AI from this role, what would be left, and how do you decide what still needs a human?
Adapt your resume
- List these exact terms on your resume: NLP and AI Safety. An applicant tracking system matches the wording, not the idea.
- Attach one line of real, concrete experience to at least one of them. A tool named with nothing behind it rarely survives a human read.
- Show where AI is part of your daily process, not a one-off project. This role expects it to be a running habit.
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