Research Intern – Context and Knowledge Systems for AI

Job not on LinkedIn

🔥 12 hours ago

🇬🇧 United Kingdom – Remote

👨‍🎓 Internship

⚪️ Entry-level

🤖 Artificial Intelligence

🇬🇧 UK Skilled Worker Visa Sponsor

This company has sponsored UK Skilled Worker visas in the past.

👻 Ghost score 12%

What it means: how likely this posting is sitting open without active hiring.How to read it: 60% or higher means we think this is a ghost. Lower scores are less of a worry.How we score it: age, reposts, open roles vs team size, how fast jobs close, and whether pay is listed.Fine print: an estimate from public data, not a judgment of the company. Real jobs can score high, so treat it as a hint, not a fact.

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Allstate Northern Ireland

WebsiteLinkedInAll Job Openings

1001 - 5000 employees

Founded 1997

💼 Consulting

🏥 Healthcare

⚖️ Legal

Consulting • Healthcare • Legal

Allstate Northern Ireland is a company that provides various services in the fields of technology and business operations. They specialize in delivering support and innovation for the insurance industry, offering software development, analytics, and business process outsourcing services. As a part of the broader Allstate Corporation, they contribute to the company’s core objectives of providing reliable and efficient insurance solutions through technological expertise and strategic initiatives.

📋 Description

• Conduct original research in context and knowledge systems for AI • Investigate methods for representing and retrieving information to support reliable contextual inference • Develop new approaches to context construction • Explore how relevant knowledge can be identified and assembled dynamically from large and evolving information environments • Build research prototypes using graph-based, semantic or hybrid approaches and apply them to realistic project information • Design and conduct rigorous experiments, including research questions, baselines and evaluation methods • Collaborate with Autodesk researchers and engineers across AI research, software engineering and domain expertise • Present research findings within Autodesk Research • Contribute, where appropriate, to research papers, technical reports and demonstrations • Develop and evaluate an original approach during the 12-week internship, producing a working prototype, rigorous experimental evidence and findings and limitations

🎯 Requirements

• Currently enrolled in a PhD program in Computer Science, Artificial Intelligence, Data Science, Information Science or a closely related field, with at least one academic term remaining after the internship • Research experience in knowledge representation, information retrieval, data management or contextual information systems for AI • Strong programming skills and experience developing experimental research software • Understanding of contemporary AI systems and how retrieval and contextual information support modern reasoning or agentic workflows • Experience formulating research questions and designing empirical evaluations • Strong written and verbal communication skills • Knowledge graphs or graph-based information systems would be valuable • Advanced information retrieval and hybrid retrieval methods would be valuable • Retrieval-augmented generation, including GraphRAG or related approaches, would be valuable • Context engineering or memory architectures for AI systems would be valuable • Semantic and structured knowledge representation would be valuable • Temporal, provenance-aware or evolving data systems would be valuable • Heterogeneous data integration at scale would be valuable • Graph machine learning applied to representation or retrieval would be valuable • A strong research publication record in a relevant area is desirable

🏖️ Benefits

• Competitive compensation package • In-person onboarding and/or in-person ID verification may be provided/required