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 20 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
20 May 2024
Same period 2023 Same period 2022
Rank 122 83 59
Rank change year-on-year -39 -24 +53
Permanent jobs citing Data Science 2,272 3,947 8,965
As % of all permanent jobs advertised in the UK 2.27% 3.97% 5.51%
As % of the Processes & Methodologies category 2.67% 4.15% 5.75%
Number of salaries quoted 1,262 1,683 2,403
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 £114,950 £111,000 £107,500
UK excluding London median annual salary £57,500 £65,000 £60,000
% change year-on-year -11.54% +8.33% +9.09%

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 85,108 95,066 155,930
As % of all permanent jobs advertised in the UK 85.18% 95.58% 95.78%
Number of salaries quoted 59,794 56,135 83,138
10th Percentile £29,071 £34,000 £33,645
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 £96,250
UK excluding London median annual salary £50,000 £55,000 £52,500
% change year-on-year -9.09% +4.76% +10.53%

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 20 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 20 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 -43 2,066 £65,000 -9.47% 773
UK excluding London -51 1,299 £57,500 -11.54% 369
London -18 898 £80,000 - 495
Work from Home -27 878 £60,000 -13.60% 340
South East +47 394 £60,000 -11.11% 134
North of England -82 291 £50,000 -19.15% 68
Midlands -1 207 £55,000 +22.22% 36
North West -7 180 £50,000 -25.93% 39
South West -44 178 £61,250 -10.58% 61
West Midlands +15 159 £55,000 +22.22% 23
Scotland -60 121 £69,750 +3.33% 20
Yorkshire -106 78 £60,125 -1.72% 22
East of England -64 75 £55,000 -4.35% 31
East Midlands -3 48 £47,500 -13.64% 13
North East -5 33 £47,500 +3.26% 7
Wales +29 28 £47,500 -13.70% 11
Northern Ireland +27 5 £77,500 +134.85% 8

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
1 121 (5.33%) Apache Spark
2 79 (3.48%) SAS
3 30 (1.32%) Apache
3 30 (1.32%) Apache Airflow
4 24 (1.06%) Microsoft Exchange
5 16 (0.70%) Jupyter
6 12 (0.53%) Confluence
7 6 (0.26%) nginx
8 5 (0.22%) Luigi
9 3 (0.13%) ArcGIS
10 2 (0.088%) SharePoint
11 1 (0.044%) Apache Synapse
11 1 (0.044%) Ethereum
11 1 (0.044%) Hyperledger
11 1 (0.044%) IIS
11 1 (0.044%) Moodle
Applications
1 70 (3.08%) Microsoft Excel
2 31 (1.36%) Microsoft Office
3 9 (0.40%) 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 24 (1.06%) Endur
2 7 (0.31%) Shopify
3 6 (0.26%) OpenLink RightAngle
4 2 (0.088%) SAP S/4HANA
5 1 (0.044%) Distributed Ledger
5 1 (0.044%) Dynamics CRM
5 1 (0.044%) SAP MDG
5 1 (0.044%) SAP MDM
Cloud Services
1 625 (27.51%) Azure
2 388 (17.08%) AWS
3 382 (16.81%) GCP
4 369 (16.24%) Power Platform
5 113 (4.97%) Snowflake
6 97 (4.27%) Azure Data Factory
7 95 (4.18%) SaaS
8 92 (4.05%) Azure DevOps
9 68 (2.99%) Matillion
10 63 (2.77%) Azure Synapse Analytics
10 63 (2.77%) Serverless
11 57 (2.51%) GitHub
12 48 (2.11%) Amazon S3
13 40 (1.76%) IBM Cloud
14 30 (1.32%) AWS Lambda
14 30 (1.32%) Azure Cosmos DB
15 26 (1.14%) Cloud Computing
16 24 (1.06%) Amazon SQS
16 24 (1.06%) Azure Machine Learning
17 23 (1.01%) Slack
Communications & Networking
1 21 (0.92%) Network Security
2 18 (0.79%) DNS
2 18 (0.79%) HTTP
3 6 (0.26%) Firewall
3 6 (0.26%) VPN
4 5 (0.22%) MQTT
4 5 (0.22%) Reverse Proxy
4 5 (0.22%) Wireless
5 4 (0.18%) Ethernet
5 4 (0.18%) Intranet
6 2 (0.088%) Broadband
6 2 (0.088%) Internet
6 2 (0.088%) LAN
6 2 (0.088%) WAN
7 1 (0.044%) SAN
Database & Business Intelligence
1 358 (15.76%) Power BI
2 357 (15.71%) Data Warehouse
3 245 (10.78%) SQL Server
4 219 (9.64%) Tableau
5 200 (8.80%) BigQuery
6 195 (8.58%) Big Data
7 176 (7.75%) Looker
8 137 (6.03%) Data Lake
9 123 (5.41%) SQL Server Integration Services
10 77 (3.39%) Relational Database
11 76 (3.35%) Hadoop
12 72 (3.17%) Elasticsearch
13 66 (2.90%) NoSQL
14 60 (2.64%) PostgreSQL
15 52 (2.29%) Data Mining
16 50 (2.20%) Metadata
17 49 (2.16%) Star Schema
18 44 (1.94%) MongoDB
19 38 (1.67%) Data Vault
20 31 (1.36%) SQL Server Reporting Services
Development Applications
1 165 (7.26%) Git
2 48 (2.11%) GitLab
3 31 (1.36%) JIRA
4 28 (1.23%) Jenkins
5 10 (0.44%) MLflow
6 9 (0.40%) Visual Studio
7 8 (0.35%) ERwin
8 6 (0.26%) TeamCity
9 5 (0.22%) ER Studio
9 5 (0.22%) Oracle Forms
10 4 (0.18%) Maven
11 3 (0.13%) Cucumber
11 3 (0.13%) GoCD
11 3 (0.13%) JUnit
11 3 (0.13%) Team Foundation Server
12 2 (0.088%) CircleCI
12 2 (0.088%) Spinnaker
13 1 (0.044%) git-flow
13 1 (0.044%) RStudio
13 1 (0.044%) SQL Server Management Studio (SSMS)
General
1 699 (30.77%) Social Skills
2 477 (20.99%) Analytical Skills
3 445 (19.59%) Finance
4 318 (14.00%) Inclusion and Diversity
5 230 (10.12%) Retail
6 190 (8.36%) Public Sector
7 162 (7.13%) Marketing
8 123 (5.41%) Banking
9 119 (5.24%) Presentation Skills
10 111 (4.89%) Law
11 86 (3.79%) Games
12 75 (3.30%) Legal
13 47 (2.07%) Pharmaceutical
14 42 (1.85%) Investment Banking
15 35 (1.54%) Military
16 31 (1.36%) Manufacturing
17 27 (1.19%) Financial Institution
18 23 (1.01%) Influencing Skills
19 21 (0.92%) Health Technology
20 19 (0.84%) Organisational Skills
Job Titles
1 517 (22.76%) Data Scientist
2 479 (21.08%) Data Engineer
3 457 (20.11%) Senior
4 218 (9.60%) Principal Engineer
5 211 (9.29%) Senior Data Scientist
6 199 (8.76%) Lead
7 171 (7.53%) Platform Engineer
8 166 (7.31%) Principal Data Engineer
9 162 (7.13%) Analyst
10 150 (6.60%) Developer
11 143 (6.29%) Architect
12 111 (4.89%) Consultant
13 95 (4.18%) Software Engineer
14 87 (3.83%) Data Analyst
15 80 (3.52%) Data Architect
15 80 (3.52%) Data Manager
16 78 (3.43%) Business Intelligence Consultant
17 76 (3.35%) Python Engineer
18 64 (2.82%) Senior Data Engineer
19 55 (2.42%) Senior Manager
Libraries, Frameworks & Software Standards
1 133 (5.85%) Pandas
2 125 (5.50%) TensorFlow
3 100 (4.40%) PySpark
4 78 (3.43%) scikit-learn
5 76 (3.35%) Kafka
6 66 (2.90%) PyTorch
7 57 (2.51%) NumPy
8 55 (2.42%) React
9 43 (1.89%) RESTful
10 40 (1.76%) CSS
11 38 (1.67%) .NET
12 36 (1.58%) GraphQL
13 35 (1.54%) HTML
14 31 (1.36%) Keras
14 31 (1.36%) Node.js
15 26 (1.14%) Django
16 25 (1.10%) XGBoost
17 22 (0.97%) XML
18 18 (0.79%) Apache Beam
19 17 (0.75%) JWT
Miscellaneous
1 427 (18.79%) Algorithms
2 227 (9.99%) Self-Motivation
3 176 (7.75%) Data Structures
4 68 (2.99%) Product Ownership
5 65 (2.86%) Cloud Native
6 59 (2.60%) Distributed Systems
7 56 (2.46%) Blockchain
8 54 (2.38%) Life Science
9 53 (2.33%) Virtual Team
10 48 (2.11%) Management Information System
11 41 (1.80%) Hybrid Cloud
12 37 (1.63%) Onboarding
13 32 (1.41%) IoT
14 31 (1.36%) Credit Risk
15 24 (1.06%) Blog
15 24 (1.06%) Swaptions
16 22 (0.97%) Renewable Energy
17 18 (0.79%) Mobile App
18 17 (0.75%) Enterprise Software
19 14 (0.62%) Freedom of Information
Operating Systems
1 129 (5.68%) Linux
2 50 (2.20%) Windows
3 40 (1.76%) Alpine Linux
3 40 (1.76%) CentOS
3 40 (1.76%) Debian
4 20 (0.88%) Unix
5 6 (0.26%) Android
5 6 (0.26%) Apple iOS
6 5 (0.22%) Mac OS
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
1 892 (39.26%) Machine Learning
2 772 (33.98%) Analytics
3 729 (32.09%) Problem-Solving
4 656 (28.87%) Artificial Intelligence
5 547 (24.08%) Agile
6 493 (21.70%) Data Engineering
7 492 (21.65%) Computer Science
8 473 (20.82%) Mentoring
9 458 (20.16%) Data Modelling
10 454 (19.98%) Business Intelligence
11 428 (18.84%) Data Pipeline
12 422 (18.57%) Visualisation
13 410 (18.05%) Mathematics
14 402 (17.69%) DevOps
15 394 (17.34%) Data Analysis
16 390 (17.17%) ETL
17 361 (15.89%) Decision-Making
18 297 (13.07%) Software Engineering
19 287 (12.63%) Statistics
20 275 (12.10%) Data Analytics
Programming Languages
1 1,025 (45.11%) Python
2 881 (38.78%) SQL
3 231 (10.17%) R
4 159 (7.00%) Java
5 103 (4.53%) C#
6 77 (3.39%) JavaScript
7 68 (2.99%) T-SQL
8 56 (2.46%) C++
9 54 (2.38%) C
9 54 (2.38%) Scala
10 39 (1.72%) Go
10 39 (1.72%) MATLAB
11 35 (1.54%) TypeScript
12 34 (1.50%) Bash
13 33 (1.45%) Data Analysis Expressions
14 29 (1.28%) VB
15 15 (0.66%) Haskell
16 12 (0.53%) SystemVerilog
17 11 (0.48%) U-SQL
18 10 (0.44%) VBA
Qualifications
1 779 (34.29%) Degree
2 247 (10.87%) Master's Degree
3 142 (6.25%) PhD
4 111 (4.89%) Computer Science Degree
5 86 (3.79%) Security Cleared
6 59 (2.60%) Microsoft Certification
7 53 (2.33%) DBS Check
8 50 (2.20%) Azure Certification
9 40 (1.76%) MCSA
9 40 (1.76%) MCSE
10 36 (1.58%) DV Cleared
11 32 (1.41%) SC Cleared
12 21 (0.92%) Numerate Degree
13 18 (0.79%) PMI Certification
14 12 (0.53%) Postgraduate
15 11 (0.48%) BPSS Clearance
16 6 (0.26%) IIBA
17 4 (0.18%) ISTQB
17 4 (0.18%) OCP
17 4 (0.18%) Oracle Certification
Quality Assurance & Compliance
1 212 (9.33%) GDPR
2 196 (8.63%) Data Quality
3 44 (1.94%) Accessibility
4 38 (1.67%) QA
5 11 (0.48%) Actionable Recommendations
6 9 (0.40%) CDISC
6 9 (0.40%) Good Clinical Practice
7 6 (0.26%) California Consumer Privacy Act
7 6 (0.26%) IFRS
7 6 (0.26%) IFRS 9
8 3 (0.13%) PMO
8 3 (0.13%) SLA
9 2 (0.088%) COBIT
9 2 (0.088%) Disclosure Scotland
9 2 (0.088%) GLBA
9 2 (0.088%) NIST
9 2 (0.088%) PCI DSS
9 2 (0.088%) Sarbanes-Oxley
10 1 (0.044%) Basel III
10 1 (0.044%) HIPAA
System Software
1 146 (6.43%) 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
1 162 (7.13%) Kubernetes
2 109 (4.80%) Terraform
3 8 (0.35%) Ansible
4 7 (0.31%) SysTrack
5 6 (0.26%) Kubeflow
5 6 (0.26%) logstash
6 5 (0.22%) Argo
6 5 (0.22%) Grafana
6 5 (0.22%) SELinux
7 3 (0.13%) Progress Chef
7 3 (0.13%) Prometheus
7 3 (0.13%) Puppet
8 2 (0.088%) Core Impact
8 2 (0.088%) Podman
9 1 (0.044%) Kibana
9 1 (0.044%) Packer
9 1 (0.044%) yum
Vendors
1 289 (12.72%) Microsoft
2 263 (11.58%) Google
3 203 (8.93%) Databricks
4 69 (3.04%) Oracle
5 47 (2.07%) IBM
6 40 (1.76%) Red Hat
7 37 (1.63%) Alteryx
8 33 (1.45%) Salesforce
9 31 (1.36%) Dell
10 26 (1.14%) Sybase
11 24 (1.06%) OpenLink
11 24 (1.06%) TIBCO
12 14 (0.62%) Informatica
13 13 (0.57%) OpenAI
14 12 (0.53%) YouTube
15 11 (0.48%) Dataiku
16 10 (0.44%) SAP
17 9 (0.40%) Adobe
18 8 (0.35%) Samsung
18 8 (0.35%) ServiceNow