1
Which companies in New Zealand hire Data Scientists?
Xero, Datacom, ANZ New Zealand, ASB Bank, and similar employers are among the most consistent hirers for this role in New Zealand.
Market IntelligenceStable demand
Data Scientist Market Demand in United Kingdom
Hiring outlook, remote working rates, and which companies are actively recruiting.
Hiring outlook
Stable
Data Scientist hiring in the UK has held broadly steady, anchored by NHS and public sector data programmes backed by government digital transformation funding rather than any single surge, with most activity concentrated in London, with growing pockets in Manchester and Leeds. HSBC and Lloyds Banking Group are among the more consistent UK hirers, and post-Brexit visa sponsorship routes have made it easier for UK employers to hire senior Causal inference talent from overseas when the domestic pipeline of experienced practitioners runs short.
Remote / hybrid
65%
Share of United Kingdom Data Scientist roles advertising remote or hybrid working.
Pay trend
Building history
We will publish a year-on-year pay change for Data Scientist in United Kingdom once a comparable annual benchmark is available.
What's driving Data Scientist demand in United Kingdom
Strongest in: Banking and insurance analytics teams, led by employers such as HSBC and Lloyds Banking Group
Data Scientist hiring in the UK has held broadly steady, anchored by NHS and public sector data programmes backed by government digital transformation funding rather than any single surge, with most activity concentrated in London, with growing pockets in Manchester and Leeds. HSBC and Lloyds Banking Group are among the more consistent UK hirers, and post-Brexit visa sponsorship routes have made it easier for UK employers to hire senior Causal inference talent from overseas when the domestic pipeline of experienced practitioners runs short.
Who companies hire: A strong statistics or mathematics background is the most common entry point. Software engineers with ML exposure transition in quickly. The harder gap to bridge is business communication: turning model outputs into decision-ready narratives.
Skills commanding the biggest premium right now
Salary premium over the United Kingdom median for Data Scientists who list these skills.
PyTorch / TensorFlow+17%
MLflow+13%
SQL + dbt+11%
Causal inference+19%
Top employers hiring in United Kingdom
Companies with consistent or active Data Scientist hiring in United Kingdom.
HSBCLloyds Banking GroupSkyMonzoAstraZenecaGSKDeliverooAuto Trader
Market intelligence
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Data Scientist demand questions for United Kingdom
2
What percentage of Data Scientist roles in New Zealand offer remote work?
Around 65% of active New Zealand listings advertise some remote or hybrid flexibility, though model-building and data-pipeline work is largely asynchronous and tool-driven, and New Zealand's small local talent pool means employers routinely hire remote specialists across the country or accept candidates returning from OE (Overseas Experience) in the UK or Australia.
3
Is data science still a good career in Ireland in 2026?
Yes, but the market has matured. The role of generalist data scientist that was everywhere in 2020 is harder to find. What companies are hiring for now is more specific: experiment design, forecasting, or domain-specific modelling. Specialists are hired quickly. Generalists take longer.
4
Which companies in Ireland hire the most Data Scientists?
LinkedIn and Adobe are the most consistent senior-level hirers in Dublin. Workday and HubSpot hire product-facing data scientists at volume. Among regulated industries, Mastercard and CrowdStrike have active data science teams.
5
What skills give a Data Scientist the biggest salary premium in Ireland right now?
Causal inference commands the highest premium at around 19%. PyTorch or TensorFlow proficiency, MLflow for experiment tracking, and A/B testing at scale follow. The ability to design and analyse experiments rather than just build models is the most undervalued senior skill in the market.
6
Is the data scientist role being replaced by AI tools in Ireland?
The junior end of the market is under more pressure than the senior end. Automated ML tools have reduced demand for data scientists who primarily run standard models on clean datasets. Senior practitioners who can design novel experiments, handle messy real-world data, and communicate uncertainty to stakeholders are not at risk.