Data Science
UK

The following table provides summary statistics for permanent job vacancies with a requirement for Data Science skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Science over the 6 months to 9 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
9 May 2024
Same period 2023 Same period 2022
Rank 124 77 63
Rank change year-on-year -47 -14 +50
Permanent jobs citing Data Science 2,276 4,080 8,404
As % of all permanent jobs advertised in the UK 2.30% 4.03% 5.36%
As % of the Processes & Methodologies category 2.68% 4.21% 5.60%
Number of salaries quoted 1,292 1,707 2,371
10th Percentile £42,250 £45,000 £42,500
25th Percentile £47,500 £55,000 £52,500
Median annual salary (50th Percentile) £65,000 £70,000 £70,000
Median % change year-on-year -7.14% - +7.69%
75th Percentile £90,000 £92,500 £90,000
90th Percentile £115,000 £110,000 £107,500
UK excluding London median annual salary £57,500 £64,598 £57,500
% change year-on-year -10.99% +12.34% +4.55%

All Process and Methodology Skills
UK

Data Science is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 84,809 96,894 150,102
As % of all permanent jobs advertised in the UK 85.57% 95.61% 95.67%
Number of salaries quoted 59,843 56,945 82,179
10th Percentile £29,000 £34,000 £33,500
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £61,180 £60,000
Median % change year-on-year -10.10% +1.97% +9.09%
75th Percentile £72,500 £81,250 £80,000
90th Percentile £92,500 £100,000 £96,550
UK excluding London median annual salary £50,000 £55,000 £52,500
% change year-on-year -9.09% +4.76% +9.38%

Data Science
Job Vacancy Trend

Job postings citing Data Science as a proportion of all IT jobs advertised.

Job vacancy trend for Data Science in the UK

Data Science
Salary Trend

3-month moving average salary quoted in jobs citing Data Science.

Salary trend for Data Science in the UK

Data Science
Salary Histogram

Salary distribution for jobs citing Data Science over the 6 months to 9 May 2024.

Salary histogram for Data Science in the UK

Data Science
Top 17 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Science within the UK over the 6 months to 9 May 2024. 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 -46 2,062 £65,000 -7.14% 630
UK excluding London -55 1,307 £57,500 -10.99% 261
London -20 890 £80,000 - 380
Work from Home -38 887 £60,000 -14.29% 332
South East +34 392 £60,000 -11.11% 57
North of England -79 299 £50,000 -18.27% 63
Midlands +7 206 £55,000 +22.22% 40
North West -5 185 £50,000 -25.93% 38
South West -42 174 £61,250 -9.26% 39
West Midlands +10 160 £55,000 +22.22% 24
Scotland -56 128 £69,500 +4.91% 17
Yorkshire -100 81 £60,249 -1.52% 20
East of England -56 75 £55,000 -4.35% 31
East Midlands -4 46 £47,500 -14.80% 16
North East -8 33 £47,500 +3.26% 5
Wales +26 29 £47,500 -13.67% 8
Northern Ireland +21 4 £77,500 +134.85% 9

Data Science
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 122 (5.36%) Apache Spark
2 81 (3.56%) SAS
3 31 (1.36%) Apache Airflow
4 30 (1.32%) Apache
5 24 (1.05%) Microsoft Exchange
6 16 (0.70%) Jupyter
7 12 (0.53%) Confluence
8 6 (0.26%) nginx
9 5 (0.22%) Luigi
10 4 (0.18%) SharePoint
11 3 (0.13%) ArcGIS
11 3 (0.13%) IIS
12 1 (0.044%) Apache Synapse
12 1 (0.044%) Ethereum
12 1 (0.044%) Hyperledger
Applications
1 60 (2.64%) Microsoft Excel
2 29 (1.27%) Microsoft Office
3 7 (0.31%) Microsoft PowerPoint
4 6 (0.26%) Trello
5 4 (0.18%) Spreadsheet
6 3 (0.13%) MS Visio
7 2 (0.088%) LaTeX
7 2 (0.088%) SPSS
7 2 (0.088%) Stata
8 1 (0.044%) Adobe Creative Suite
8 1 (0.044%) Blender
Business Applications
1 22 (0.97%) Endur
2 7 (0.31%) OpenLink RightAngle
2 7 (0.31%) Shopify
3 2 (0.088%) SAP S/4HANA
4 1 (0.044%) Distributed Ledger
4 1 (0.044%) Dynamics CRM
4 1 (0.044%) SAP MDG
4 1 (0.044%) SAP MDM
Cloud Services
1 622 (27.33%) Azure
2 392 (17.22%) AWS
2 392 (17.22%) GCP
3 362 (15.91%) Power Platform
4 113 (4.96%) Snowflake
5 101 (4.44%) SaaS
6 96 (4.22%) Azure Data Factory
7 95 (4.17%) Azure DevOps
8 69 (3.03%) Matillion
9 68 (2.99%) Serverless
10 64 (2.81%) Azure Synapse Analytics
11 60 (2.64%) GitHub
12 50 (2.20%) Amazon S3
13 40 (1.76%) IBM Cloud
14 34 (1.49%) AWS Lambda
15 32 (1.41%) Azure Cosmos DB
16 26 (1.14%) Cloud Computing
17 25 (1.10%) Amazon SQS
18 24 (1.05%) Azure Machine Learning
18 24 (1.05%) Slack
Communications & Networking
1 20 (0.88%) DNS
1 20 (0.88%) HTTP
1 20 (0.88%) Network Security
2 6 (0.26%) Firewall
2 6 (0.26%) VPN
3 5 (0.22%) MQTT
3 5 (0.22%) Reverse Proxy
3 5 (0.22%) Wireless
4 4 (0.18%) Ethernet
4 4 (0.18%) Intranet
5 2 (0.088%) Broadband
5 2 (0.088%) DHCP
5 2 (0.088%) Internet
5 2 (0.088%) IPv6
5 2 (0.088%) LAN
5 2 (0.088%) WAN
6 1 (0.044%) SAN
Database & Business Intelligence
1 349 (15.33%) Power BI
2 343 (15.07%) Data Warehouse
3 244 (10.72%) SQL Server
4 202 (8.88%) Tableau
5 201 (8.83%) BigQuery
6 192 (8.44%) Big Data
7 175 (7.69%) Looker
8 135 (5.93%) Data Lake
9 121 (5.32%) SQL Server Integration Services
10 77 (3.38%) Hadoop
10 77 (3.38%) Relational Database
11 73 (3.21%) Elasticsearch
12 68 (2.99%) NoSQL
13 61 (2.68%) Data Mining
14 60 (2.64%) PostgreSQL
15 52 (2.28%) Metadata
16 49 (2.15%) Star Schema
17 46 (2.02%) MongoDB
18 32 (1.41%) MySQL
19 31 (1.36%) SQL Server Reporting Services
Development Applications
1 158 (6.94%) Git
2 48 (2.11%) GitLab
3 32 (1.41%) JIRA
4 30 (1.32%) Jenkins
5 9 (0.40%) MLflow
5 9 (0.40%) Visual Studio
6 8 (0.35%) ERwin
7 6 (0.26%) TeamCity
8 5 (0.22%) ER Studio
8 5 (0.22%) Oracle Forms
9 4 (0.18%) JUnit
9 4 (0.18%) Maven
10 3 (0.13%) Cucumber
10 3 (0.13%) GoCD
10 3 (0.13%) Team Foundation Server
11 2 (0.088%) CircleCI
11 2 (0.088%) MSBuild
11 2 (0.088%) RStudio
11 2 (0.088%) Visual Studio Code
12 1 (0.044%) Moq
General
1 674 (29.61%) Social Skills
2 468 (20.56%) Analytical Skills
3 449 (19.73%) Finance
4 318 (13.97%) Inclusion and Diversity
5 223 (9.80%) Retail
6 191 (8.39%) Public Sector
7 156 (6.85%) Marketing
8 122 (5.36%) Banking
9 121 (5.32%) Law
10 90 (3.95%) Presentation Skills
11 86 (3.78%) Games
12 77 (3.38%) Legal
13 42 (1.85%) Investment Banking
14 41 (1.80%) Pharmaceutical
15 35 (1.54%) Military
16 30 (1.32%) Manufacturing
17 27 (1.19%) Financial Institution
18 24 (1.05%) Influencing Skills
19 21 (0.92%) Health Technology
20 19 (0.83%) Organisational Skills
Job Titles
1 518 (22.76%) Data Scientist
2 485 (21.31%) Data Engineer
3 444 (19.51%) Senior
4 225 (9.89%) Principal Engineer
5 200 (8.79%) Senior Data Scientist
6 195 (8.57%) Lead
7 170 (7.47%) Platform Engineer
8 167 (7.34%) Principal Data Engineer
9 159 (6.99%) Analyst
10 153 (6.72%) Developer
11 121 (5.32%) Architect
12 112 (4.92%) Consultant
13 102 (4.48%) Software Engineer
14 88 (3.87%) Data Analyst
15 84 (3.69%) Data Manager
16 78 (3.43%) Business Intelligence Consultant
17 74 (3.25%) Python Engineer
18 70 (3.08%) Data Architect
19 63 (2.77%) Senior Data Engineer
20 54 (2.37%) Principal Software Engineer
Libraries, Frameworks & Software Standards
1 133 (5.84%) Pandas
2 120 (5.27%) TensorFlow
3 96 (4.22%) PySpark
4 79 (3.47%) Kafka
5 74 (3.25%) scikit-learn
6 69 (3.03%) PyTorch
7 60 (2.64%) NumPy
8 55 (2.42%) React
9 45 (1.98%) .NET
10 43 (1.89%) RESTful
11 40 (1.76%) CSS
12 37 (1.63%) GraphQL
13 36 (1.58%) HTML
14 31 (1.36%) Node.js
15 30 (1.32%) Keras
16 26 (1.14%) Django
16 26 (1.14%) XGBoost
17 22 (0.97%) XML
18 18 (0.79%) Apache Beam
19 17 (0.75%) JWT
Miscellaneous
1 417 (18.32%) Algorithms
2 226 (9.93%) Self-Motivation
3 169 (7.43%) Data Structures
4 73 (3.21%) Product Ownership
5 69 (3.03%) Cloud Native
6 60 (2.64%) Distributed Systems
7 56 (2.46%) Blockchain
8 50 (2.20%) Virtual Team
9 46 (2.02%) Management Information System
10 41 (1.80%) Hybrid Cloud
10 41 (1.80%) Life Science
11 38 (1.67%) Onboarding
12 33 (1.45%) IoT
13 31 (1.36%) Credit Risk
14 25 (1.10%) Renewable Energy
15 24 (1.05%) Blog
16 22 (0.97%) Swaptions
17 19 (0.83%) Mobile App
18 16 (0.70%) Enterprise Software
19 14 (0.62%) Freedom of Information
Operating Systems
1 136 (5.98%) Linux
2 53 (2.33%) Windows
3 40 (1.76%) Alpine Linux
3 40 (1.76%) CentOS
3 40 (1.76%) Debian
4 20 (0.88%) Unix
5 9 (0.40%) Mac OS
6 6 (0.26%) Android
6 6 (0.26%) Apple iOS
7 3 (0.13%) Windows Server
8 2 (0.088%) Windows Vista
9 1 (0.044%) Red Hat Enterprise Linux
9 1 (0.044%) Solaris
9 1 (0.044%) VMS
Processes & Methodologies
1 901 (39.59%) Machine Learning
2 766 (33.66%) Analytics
3 710 (31.20%) Problem-Solving
4 666 (29.26%) Artificial Intelligence
5 559 (24.56%) Agile
6 492 (21.62%) Data Engineering
7 481 (21.13%) Computer Science
8 468 (20.56%) Mentoring
9 443 (19.46%) Business Intelligence
10 442 (19.42%) Data Modelling
11 426 (18.72%) Data Pipeline
12 415 (18.23%) Visualisation
13 405 (17.79%) Mathematics
14 398 (17.49%) DevOps
14 398 (17.49%) ETL
15 380 (16.70%) Data Analysis
16 354 (15.55%) Decision-Making
17 307 (13.49%) Software Engineering
18 273 (11.99%) Coaching
19 270 (11.86%) Statistics
Programming Languages
1 1,040 (45.69%) Python
2 889 (39.06%) SQL
3 228 (10.02%) R
4 156 (6.85%) Java
5 111 (4.88%) C#
6 78 (3.43%) JavaScript
7 68 (2.99%) T-SQL
8 55 (2.42%) C++
8 55 (2.42%) Scala
9 53 (2.33%) C
10 41 (1.80%) Go
11 38 (1.67%) MATLAB
12 35 (1.54%) Bash
12 35 (1.54%) TypeScript
13 32 (1.41%) Data Analysis Expressions
14 28 (1.23%) VB
15 15 (0.66%) Haskell
16 12 (0.53%) SystemVerilog
17 10 (0.44%) U-SQL
17 10 (0.44%) VBA
Qualifications
1 757 (33.26%) Degree
2 236 (10.37%) Master's Degree
3 138 (6.06%) PhD
4 108 (4.75%) Computer Science Degree
5 95 (4.17%) Security Cleared
6 59 (2.59%) Microsoft Certification
7 50 (2.20%) Azure Certification
8 48 (2.11%) DBS Check
9 42 (1.85%) DV Cleared
9 42 (1.85%) MCSE
10 40 (1.76%) MCSA
11 34 (1.49%) SC Cleared
12 24 (1.05%) Numerate Degree
13 17 (0.75%) PMI Certification
14 12 (0.53%) BPSS Clearance
14 12 (0.53%) Postgraduate
15 6 (0.26%) AWS Certification
15 6 (0.26%) IIBA
15 6 (0.26%) OCP
15 6 (0.26%) Oracle Certification
Quality Assurance & Compliance
1 213 (9.36%) GDPR
2 196 (8.61%) Data Quality
3 51 (2.24%) Accessibility
4 38 (1.67%) QA
5 11 (0.48%) Actionable Recommendations
6 9 (0.40%) CDISC
7 7 (0.31%) PMO
8 6 (0.26%) IFRS
8 6 (0.26%) IFRS 9
9 5 (0.22%) California Consumer Privacy Act
10 3 (0.13%) SLA
11 2 (0.088%) COBIT
11 2 (0.088%) Disclosure Scotland
11 2 (0.088%) GLBA
11 2 (0.088%) Good Clinical Practice
11 2 (0.088%) NIST
11 2 (0.088%) PCI DSS
11 2 (0.088%) Sarbanes-Oxley
11 2 (0.088%) SNOMED CT
12 1 (0.044%) Basel III
System Software
1 146 (6.41%) Docker
2 17 (0.75%) Virtual Machines
3 4 (0.18%) Active Directory
3 4 (0.18%) HDFS
4 2 (0.088%) IAG
5 1 (0.044%) Slurm Workload Manager
5 1 (0.044%) Virtual Desktop
5 1 (0.044%) Virtual Servers
5 1 (0.044%) VMware Infrastructure
Systems Management
1 165 (7.25%) Kubernetes
2 110 (4.83%) Terraform
3 7 (0.31%) Ansible
3 7 (0.31%) SysTrack
4 6 (0.26%) Kubeflow
4 6 (0.26%) logstash
5 5 (0.22%) Argo
5 5 (0.22%) Grafana
5 5 (0.22%) SELinux
6 3 (0.13%) Progress Chef
6 3 (0.13%) Prometheus
6 3 (0.13%) Puppet
7 2 (0.088%) Core Impact
7 2 (0.088%) Podman
8 1 (0.044%) Kibana
8 1 (0.044%) Packer
8 1 (0.044%) Rancher
Vendors
1 277 (12.17%) Microsoft
2 269 (11.82%) Google
3 197 (8.66%) Databricks
4 66 (2.90%) Oracle
5 48 (2.11%) IBM
6 40 (1.76%) Red Hat
7 38 (1.67%) Alteryx
8 37 (1.63%) Dell
9 24 (1.05%) Salesforce
9 24 (1.05%) Sybase
10 22 (0.97%) OpenLink
10 22 (0.97%) TIBCO
11 15 (0.66%) Informatica
12 14 (0.62%) YouTube
13 13 (0.57%) OpenAI
14 12 (0.53%) Dataiku
15 10 (0.44%) SAP
16 9 (0.40%) Adobe
17 8 (0.35%) ServiceNow
17 8 (0.35%) Teradata