Data Scientist Job Trends

Data Scientist
UK

The median Data Scientist salary in the UK is £70,000 per year, according to job vacancies posted during the 6 months leading to 4 December 2025.

The table below compares current salary benchmarking and summary statistics with the previous two years.

6 months to
4 Dec 2025
Same period 2024 Same period 2023
Rank 508 490 475
Rank change year-on-year -18 -15 +63
Permanent jobs requiring a Data Scientist 148 279 237
As % of all permanent jobs in the UK 0.27% 0.44% 0.48%
As % of the Job Titles category 0.30% 0.47% 0.50%
Number of salaries quoted 96 124 165
10th Percentile £44,598 £37,789 £43,740
25th Percentile £54,094 £51,250 £53,750
Median annual salary (50th Percentile) £70,000 £62,879 £70,576
Median % change year-on-year +11.32% -10.91% +8.58%
75th Percentile £85,000 £76,563 £90,000
90th Percentile £95,000 £93,200 £104,750
UK excluding London median annual salary £62,500 £58,000 £67,500
% change year-on-year +7.76% -14.07% +17.39%

All Permanent IT Job Vacancies
UK

For comparison with the information above, the following table provides summary statistics for all permanent IT job vacancies. Most job vacancies include a discernible job title that can be normalized. As such, the figures in the second row provide an indication of the number of permanent jobs in our overall sample.

Permanent vacancies in the UK with a recognized job title 49,602 59,661 47,478
% of permanent jobs with a recognized job title 90.30% 94.09% 95.22%
Number of salaries quoted 31,401 33,077 36,945
10th Percentile £28,250 £32,500 £31,250
25th Percentile £36,250 £42,500 £42,500
Median annual salary (50th Percentile) £55,000 £57,500 £60,000
Median % change year-on-year -4.35% -4.17% -
75th Percentile £75,000 £77,500 £80,000
90th Percentile £92,500 £95,000 £97,500
UK excluding London median annual salary £47,500 £52,500 £52,500
% change year-on-year -9.52% - -

Data Scientist
Job Vacancy Trend

Historical trend showing the proportion of permanent IT job postings featuring 'Data Scientist' in the job title relative to all permanent IT jobs advertised.

Data Scientist job vacancy trend in the UK

Data Scientist
Salary Trend

Salary distribution trend for Data Scientist job vacancies in the UK.

Salary distribution trend for Data Scientist job vacancies in the UK

Data Scientist
Salary Histogram

Salary distribution for jobs citing Data Scientist over the 6 months to 4 December 2025.

Salary histogram for Data Scientist in the UK

Data Scientist
Top 16 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Scientist within the UK over the 6 months to 4 December 2025. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
England +16 141 £67,500 +7.35% 93
London +56 93 £75,000 +9.17% 57
UK excluding London +1 54 £62,500 +7.76% 62
Work from Home +11 37 £57,500 -8.55% 115
North of England -9 18 £62,500 -0.60% 1
North West +28 13 £65,000 +3.37%
Midlands +34 11 £59,250 +24.74% 14
South East +31 10 £55,000 -4.35% 25
East Midlands +22 8 £53,945 -6.99% 11
South West +16 6 £85,000 +28.30% 8
Scotland +6 5 £100,000 - 8
West Midlands +26 3 £59,250 +48.13% 3
East of England +24 3 £58,750 +1.29% 6
Yorkshire -18 3 £62,500 -0.60%
North East +7 2 £62,500 +21.66% 1
Northern Ireland -2 1 £40,000 -

Data Scientist Skill Set
Top 30 Co-Occurring Skills & Capabilities

For the 6 months to 4 December 2025, Data Scientist job roles required the following skills and capabilities in order of popularity. The figures indicate the absolute number of co-occurrences and as a proportion of all permanent job ads featuring Data Scientist in the job title.

1 145 (97.97%) Data Science
2 106 (71.62%) Python
3 99 (66.89%) Machine Learning
4 71 (47.97%) Analytics
5 61 (41.22%) SQL
6 60 (40.54%) AI
7 52 (35.14%) Degree
8 44 (29.73%) Visualisation
9 38 (25.68%) PhD
10 37 (25.00%) Problem-Solving
11 35 (23.65%) Master's Degree
11 35 (23.65%) Mathematics
12 34 (22.97%) Decision-Making
13 33 (22.30%) AWS
14 32 (21.62%) Azure
14 32 (21.62%) Statistics
15 28 (18.92%) Predictive Modelling
16 27 (18.24%) MLOps
17 24 (16.22%) LLM
17 24 (16.22%) Natural Language Processing
18 23 (15.54%) DevOps
19 21 (14.19%) Statistical Modelling
20 20 (13.51%) Statistical Analysis
21 19 (12.84%) Mentoring
22 18 (12.16%) Business Intelligence
22 18 (12.16%) GCP
22 18 (12.16%) Power BI
22 18 (12.16%) Power Platform
23 17 (11.49%) CI/CD
23 17 (11.49%) Data Pipeline

Data Scientist Skill Set
Co-Occurring Skills & Capabilities by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 13 (8.78%) Apache Spark
2 6 (4.05%) Apache Airflow
3 3 (2.03%) ArcGIS
4 1 (0.68%) Apache
Applications
1 3 (2.03%) Chatbot
2 2 (1.35%) Microsoft Excel
Business Applications
1 3 (2.03%) NetSuite
Cloud Services
1 33 (22.30%) AWS
2 32 (21.62%) Azure
3 18 (12.16%) GCP
3 18 (12.16%) Power Platform
4 8 (5.41%) Snowflake
5 6 (4.05%) dbt
6 5 (3.38%) Dagster
7 3 (2.03%) Google Analytics
8 2 (1.35%) Amazon SageMaker
8 2 (1.35%) GitHub
8 2 (1.35%) Prefect
8 2 (1.35%) SaaS
9 1 (0.68%) Adobe Analytics
9 1 (0.68%) Anthropic Claude
9 1 (0.68%) AWS Lambda
9 1 (0.68%) Azure AI
9 1 (0.68%) Azure DevOps
9 1 (0.68%) Azure Machine Learning
9 1 (0.68%) Serverless
9 1 (0.68%) Vertex AI
Communications & Networking
1 3 (2.03%) Broadband
2 1 (0.68%) Internet
Database & Business Intelligence
1 18 (12.16%) Power BI
2 12 (8.11%) Tableau
3 7 (4.73%) Amazon Redshift
4 5 (3.38%) Big Data
4 5 (3.38%) Data Warehouse
5 4 (2.70%) Data Mining
5 4 (2.70%) Geospatial Data
5 4 (2.70%) GIS
5 4 (2.70%) QGIS
5 4 (2.70%) Relational Database
6 3 (2.03%) Spatial Data
6 3 (2.03%) SQL Server
7 2 (1.35%) Electronic Patient Records
7 2 (1.35%) NoSQL
8 1 (0.68%) ClickHouse
8 1 (0.68%) Mixpanel
8 1 (0.68%) Parquet
8 1 (0.68%) Pinecone
8 1 (0.68%) PostgreSQL
8 1 (0.68%) Snowflake Schema
Development Applications
1 8 (5.41%) Git
2 4 (2.70%) MLflow
General
1 40 (27.03%) Finance
2 37 (25.00%) Social Skills
3 32 (21.62%) Analytical Skills
4 19 (12.84%) Marketing
5 13 (8.78%) Games
5 13 (8.78%) Law
6 11 (7.43%) Retail
7 9 (6.08%) Banking
8 7 (4.73%) Financial Institution
8 7 (4.73%) Manufacturing
9 6 (4.05%) Pharmaceutical
10 5 (3.38%) Public Sector
11 4 (2.70%) Legal
12 3 (2.03%) Presentation Skills
12 3 (2.03%) Publishing
13 2 (1.35%) Advertising
14 1 (0.68%) Billing
14 1 (0.68%) Electronics
14 1 (0.68%) Social Housing
14 1 (0.68%) Telecoms
Libraries, Frameworks & Software Standards
1 17 (11.49%) scikit-learn
2 15 (10.14%) Pandas
3 14 (9.46%) PyTorch
4 12 (8.11%) PySpark
4 12 (8.11%) TensorFlow
5 8 (5.41%) NumPy
6 7 (4.73%) SpaCy
6 7 (4.73%) XGBoost
7 6 (4.05%) LangChain
8 4 (2.70%) PostGIS
9 2 (1.35%) Django
9 2 (1.35%) Hugging Face
9 2 (1.35%) Kafka
9 2 (1.35%) LightGBM
9 2 (1.35%) pydantic
9 2 (1.35%) pytest
9 2 (1.35%) Streamlit
10 1 (0.68%) Faiss
10 1 (0.68%) NetworkX
10 1 (0.68%) Semantic Kernel
Miscellaneous
1 22 (14.86%) Algorithms
2 7 (4.73%) e-Learning
3 5 (3.38%) Reinsurance
4 4 (2.70%) Cloud Native
4 4 (2.70%) Credit Risk
4 4 (2.70%) FMCG
4 4 (2.70%) Greenfield Project
4 4 (2.70%) Life Science
5 3 (2.03%) Data Structures
5 3 (2.03%) Fixed Income
6 2 (1.35%) AI Agents
6 2 (1.35%) Analytical Mindset
6 2 (1.35%) Driving Licence
6 2 (1.35%) Educational Technology
6 2 (1.35%) Legacy Systems
6 2 (1.35%) Self-Motivation
7 1 (0.68%) Biopharmaceutical
7 1 (0.68%) Clustering
7 1 (0.68%) Genomics
7 1 (0.68%) Omics
Operating Systems
1 1 (0.68%) Windows
Processes & Methodologies
1 145 (97.97%) Data Science
2 99 (66.89%) Machine Learning
3 71 (47.97%) Analytics
4 60 (40.54%) AI
5 44 (29.73%) Visualisation
6 37 (25.00%) Problem-Solving
7 35 (23.65%) Mathematics
8 34 (22.97%) Decision-Making
9 32 (21.62%) Statistics
10 28 (18.92%) Predictive Modelling
11 27 (18.24%) MLOps
12 24 (16.22%) LLM
12 24 (16.22%) Natural Language Processing
13 23 (15.54%) DevOps
14 21 (14.19%) Statistical Modelling
15 20 (13.51%) Statistical Analysis
16 19 (12.84%) Mentoring
17 18 (12.16%) Business Intelligence
18 17 (11.49%) CI/CD
18 17 (11.49%) Data Pipeline
Programming Languages
1 106 (71.62%) Python
2 61 (41.22%) SQL
3 10 (6.76%) R
4 3 (2.03%) JavaScript
5 2 (1.35%) T-SQL
6 1 (0.68%) Scala
Qualifications
1 52 (35.14%) Degree
2 38 (25.68%) PhD
3 35 (23.65%) Master's Degree
4 10 (6.76%) DBS Check
5 3 (2.03%) ACCA
5 3 (2.03%) CIMA
5 3 (2.03%) Computer Science Degree
5 3 (2.03%) Security Cleared
6 2 (1.35%) DV Cleared
6 2 (1.35%) Numerate Degree
6 2 (1.35%) Postgraduate
7 1 (0.68%) AWS Certification
7 1 (0.68%) Azure Certification
7 1 (0.68%) Microsoft Certification
7 1 (0.68%) SC Cleared
Quality Assurance & Compliance
1 11 (7.43%) Data Quality
2 2 (1.35%) Accessibility
2 2 (1.35%) GDPR
2 2 (1.35%) ISO/IEC 27001
3 1 (0.68%) Actionable Recommendations
3 1 (0.68%) Disclosure Scotland
3 1 (0.68%) ISO 13485
System Software
1 12 (8.11%) Docker
Systems Management
1 3 (2.03%) Kubernetes
2 1 (0.68%) Argo
Vendors
1 11 (7.43%) Databricks
2 5 (3.38%) Microsoft
2 5 (3.38%) Salesforce
3 3 (2.03%) Google
3 3 (2.03%) Mapinfo
4 2 (1.35%) Salesforce Marketing Cloud
5 1 (0.68%) Adobe
5 1 (0.68%) Alteryx
5 1 (0.68%) Amplitude
5 1 (0.68%) Civica
5 1 (0.68%) Cognos
5 1 (0.68%) Facebook
5 1 (0.68%) Foundry
5 1 (0.68%) Mapbox
5 1 (0.68%) Marketo
5 1 (0.68%) Northgate
5 1 (0.68%) Orchard
5 1 (0.68%) SAP