Theseus insights
Practical guidance for finding the Data & AI people your business needs. Explore AI hiring first, data and cloud expertise next, or our wider platform and transformation guides.
25 articles
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AI Hiring
Define the responsibilities, evaluation experience and software skills your generative AI hire needs when engaging our specialist network.
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AI Hiring
Identify the engineering and operational experience needed for AI agents that use tools, take actions and work within clear limits.
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AI Hiring
Clarify the pipelines, quality controls and ownership your data engineering appointment needs to support analytics and AI.
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AI Hiring
Use the gap between experimentation and dependable operation to define your MLOps or ML platform hiring requirement.
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AI Hiring
Define the workload and operating environment before connecting with GPU infrastructure, cluster or AI platform expertise.
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AI Hiring
Distinguish governance, model risk, assurance and security responsibilities so your next appointment has a clear remit.
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AI Hiring
A practical guide to distinguishing AI engineering, ML engineering and data science requirements before starting a specialist engagement.
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AI Hiring
How to define team ownership, engineering, evaluation and leadership requirements as an AI programme moves beyond a pilot.
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AI Hiring
Questions to clarify an AI capability requirement, team responsibilities and essential experience before writing a job description.
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AI Hiring
Practical questions for assessing a specialist's AI delivery experience, evaluation decisions, operational ownership and personal contribution.
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AI Hiring
Define the remit, decision authority and team context for an AI or data leadership requirement before deciding on the title.
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Data & Cloud
Define your cloud Data & AI hiring requirement around data services, deployment, security and the responsibilities your team needs covered.
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Data & Cloud
Find the analytics experience needed to turn your data into trusted reporting, clear measures and useful business decisions.
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Platforms & Transformation
How to recruit change management specialists for technology programmes where adoption, communication and stakeholder trust determine success.
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Platforms & Transformation
How to hire Microsoft Dynamics 365 Business Central experts for finance, operations, reporting, integration and ERP transformation.
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Platforms & Transformation
How to hire Microsoft Dynamics 365 Customer Engagement experts for CRM, sales, service, data and adoption-led transformation programmes.
Microsoft Dynamics 365 specialists: CRM, ERP and commerce
Platforms & Transformation
How to build fractional delivery teams for transformation programmes using contract, interim and specialist resourcing without losing control.
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Platforms & Transformation
A practical guide to hiring Guidewire specialists globally, including role profiles, screening signals, delivery risks and network-led resourcing.
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Platforms & Transformation
The essential roles for insurance transformation programmes, from business architecture and claims change to data, delivery and adoption.
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Platforms & Transformation
How to hire M365 and SharePoint experts for collaboration, document management, workflow, governance and adoption.
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Platforms & Transformation
An overview of director-level niche technology hiring across Microsoft, cloud, Workday, insurance and real estate platforms, with links to specialist guides.
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Platforms & Transformation
A guide to PropTech resourcing for real estate firms, covering hybrid technology talent, smart buildings, ESG data and digital asset operations.
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Platforms & Transformation
How to hire Qube experts for real estate systems, property operations, reporting, data quality and platform change.
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Platforms & Transformation
How to hire Workday experts for HR, finance, reporting, integration, data and adoption-led transformation programmes.
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Platforms & Transformation
How to hire Yardi and MRI specialists for real estate technology programmes, including functional, data, reporting and implementation roles.
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