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 27 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
27 Apr 2024
Same period 2023 Same period 2022
Rank 122 75 65
Rank change year-on-year -47 -10 +51
Permanent jobs citing Data Science 2,281 4,398 7,947
As % of all permanent jobs advertised in the UK 2.33% 4.20% 5.16%
As % of the Processes & Methodologies category 2.71% 4.39% 5.39%
Number of salaries quoted 1,302 1,765 2,395
10th Percentile £42,250 £43,162 £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 £88,750 £92,500 £88,750
90th Percentile £115,000 £110,000 £107,500
UK excluding London median annual salary £57,500 £64,029 £57,500
% change year-on-year -10.20% +11.35% +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 84,305 100,095 147,310
As % of all permanent jobs advertised in the UK 85.99% 95.64% 95.57%
Number of salaries quoted 59,591 58,745 83,129
10th Percentile £29,000 £34,000 £33,500
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £62,000 £60,000
Median % change year-on-year -11.29% +3.33% +9.09%
75th Percentile £72,500 £82,500 £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% +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 27 April 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 27 April 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 -45 2,067 £65,000 -7.14% 572
UK excluding London -55 1,307 £57,500 -10.20% 233
London -23 889 £80,000 - 365
Work from Home -34 883 £60,000 -14.29% 300
South East +50 399 £60,500 -8.99% 58
North of England -86 302 £50,000 -18.27% 57
Midlands -5 204 £55,000 +22.22% 23
North West -21 186 £50,000 -24.24% 39
South West -42 167 £61,250 -9.26% 24
West Midlands +2 157 £55,000 +22.22% 13
Scotland -59 127 £70,000 +2.23% 28
Yorkshire -102 83 £60,000 -1.93% 14
East of England -65 74 £55,000 -4.35% 29
East Midlands -5 47 £47,500 -14.80% 10
North East -6 33 £47,500 +3.26% 4
Wales +36 30 £47,500 -13.67% 13
Northern Ireland +25 4 £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
1 119 (5.22%) Apache Spark
2 86 (3.77%) SAS
3 30 (1.32%) Microsoft Exchange
4 29 (1.27%) Apache Airflow
5 28 (1.23%) Apache
6 16 (0.70%) Jupyter
7 12 (0.53%) Confluence
8 6 (0.26%) nginx
9 4 (0.18%) SharePoint
10 3 (0.13%) ArcGIS
10 3 (0.13%) IIS
10 3 (0.13%) Luigi
11 1 (0.044%) Apache Synapse
11 1 (0.044%) Ethereum
11 1 (0.044%) Hyperledger
Applications
1 61 (2.67%) Microsoft Excel
2 28 (1.23%) 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 28 (1.23%) Endur
2 9 (0.39%) OpenLink RightAngle
3 7 (0.31%) Shopify
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
1 638 (27.97%) Azure
2 408 (17.89%) AWS
3 397 (17.40%) GCP
4 367 (16.09%) Power Platform
5 114 (5.00%) Snowflake
6 103 (4.52%) SaaS
7 100 (4.38%) Azure Data Factory
8 95 (4.16%) Azure DevOps
9 72 (3.16%) Matillion
9 72 (3.16%) Serverless
10 66 (2.89%) Azure Synapse Analytics
11 58 (2.54%) GitHub
12 50 (2.19%) Amazon S3
13 40 (1.75%) IBM Cloud
14 35 (1.53%) AWS Lambda
15 33 (1.45%) Azure Cosmos DB
16 28 (1.23%) Azure Machine Learning
17 27 (1.18%) Cloud Computing
18 25 (1.10%) Amazon SQS
19 24 (1.05%) dbt
Communications & Networking
1 20 (0.88%) DNS
1 20 (0.88%) HTTP
1 20 (0.88%) Network Security
2 6 (0.26%) VPN
3 5 (0.22%) Firewall
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
1 354 (15.52%) Power BI
2 349 (15.30%) Data Warehouse
3 250 (10.96%) SQL Server
4 200 (8.77%) BigQuery
5 196 (8.59%) Tableau
6 191 (8.37%) Big Data
7 175 (7.67%) Looker
8 142 (6.23%) Data Lake
9 124 (5.44%) SQL Server Integration Services
10 83 (3.64%) Relational Database
11 78 (3.42%) Hadoop
12 74 (3.24%) NoSQL
13 70 (3.07%) Elasticsearch
14 63 (2.76%) Data Mining
15 57 (2.50%) PostgreSQL
16 56 (2.46%) Metadata
17 49 (2.15%) Star Schema
18 45 (1.97%) MongoDB
19 35 (1.53%) RDBMS
19 35 (1.53%) SQL Server Reporting Services
Development Applications
1 144 (6.31%) Git
2 48 (2.10%) GitLab
3 32 (1.40%) JIRA
4 31 (1.36%) Jenkins
5 9 (0.39%) MLflow
5 9 (0.39%) Visual Studio
6 7 (0.31%) 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%) Team Foundation Server
11 2 (0.088%) CircleCI
11 2 (0.088%) GoCD
11 2 (0.088%) MSBuild
11 2 (0.088%) RStudio
11 2 (0.088%) Visual Studio Code
12 1 (0.044%) git-flow
General
1 653 (28.63%) Social Skills
2 462 (20.25%) Analytical Skills
3 453 (19.86%) Finance
4 316 (13.85%) Inclusion and Diversity
5 225 (9.86%) Retail
6 196 (8.59%) Public Sector
7 162 (7.10%) Marketing
8 122 (5.35%) Banking
9 112 (4.91%) Law
10 91 (3.99%) Games
11 89 (3.90%) Presentation Skills
12 75 (3.29%) Legal
13 40 (1.75%) Investment Banking
13 40 (1.75%) Pharmaceutical
14 35 (1.53%) Military
15 28 (1.23%) Manufacturing
16 27 (1.18%) Financial Institution
17 26 (1.14%) Influencing Skills
18 21 (0.92%) Health Technology
19 19 (0.83%) Organisational Skills
Job Titles
1 501 (21.96%) Data Scientist
2 496 (21.74%) Data Engineer
3 440 (19.29%) Senior
4 223 (9.78%) Principal Engineer
5 191 (8.37%) Lead
6 185 (8.11%) Senior Data Scientist
7 171 (7.50%) Platform Engineer
8 168 (7.37%) Principal Data Engineer
9 158 (6.93%) Analyst
10 157 (6.88%) Developer
11 125 (5.48%) Architect
12 112 (4.91%) Consultant
13 101 (4.43%) Software Engineer
14 88 (3.86%) Data Analyst
15 86 (3.77%) Data Manager
16 78 (3.42%) Business Intelligence Consultant
17 72 (3.16%) Data Architect
17 72 (3.16%) Python Engineer
18 68 (2.98%) Senior Data Engineer
19 53 (2.32%) Principal Software Engineer
Libraries, Frameworks & Software Standards
1 121 (5.30%) Pandas
2 105 (4.60%) TensorFlow
3 83 (3.64%) PySpark
4 79 (3.46%) Kafka
5 69 (3.02%) PyTorch
6 63 (2.76%) NumPy
7 62 (2.72%) scikit-learn
8 55 (2.41%) React
9 45 (1.97%) .NET
10 43 (1.89%) RESTful
11 40 (1.75%) CSS
12 38 (1.67%) GraphQL
13 35 (1.53%) HTML
14 32 (1.40%) Node.js
15 29 (1.27%) Keras
16 28 (1.23%) Django
17 26 (1.14%) XGBoost
18 25 (1.10%) XML
19 19 (0.83%) JSON
20 18 (0.79%) Apache Beam
Miscellaneous
1 404 (17.71%) Algorithms
2 229 (10.04%) Self-Motivation
3 169 (7.41%) Data Structures
4 74 (3.24%) Product Ownership
5 68 (2.98%) Cloud Native
6 61 (2.67%) Distributed Systems
7 55 (2.41%) Blockchain
8 54 (2.37%) Virtual Team
9 45 (1.97%) Management Information System
10 41 (1.80%) Hybrid Cloud
11 38 (1.67%) Life Science
11 38 (1.67%) Onboarding
12 36 (1.58%) IoT
13 31 (1.36%) Credit Risk
14 28 (1.23%) Swaptions
15 24 (1.05%) Blog
15 24 (1.05%) Renewable Energy
16 18 (0.79%) Mobile App
17 15 (0.66%) Enterprise Software
18 14 (0.61%) Freedom of Information
Operating Systems
1 136 (5.96%) Linux
2 52 (2.28%) Windows
3 40 (1.75%) Alpine Linux
3 40 (1.75%) CentOS
3 40 (1.75%) Debian
4 19 (0.83%) Unix
5 9 (0.39%) Mac OS
6 6 (0.26%) Android
6 6 (0.26%) Apple iOS
7 2 (0.088%) Windows Server
7 2 (0.088%) Windows Vista
8 1 (0.044%) Red Hat Enterprise Linux
8 1 (0.044%) Solaris
8 1 (0.044%) VMS
Processes & Methodologies
1 900 (39.46%) Machine Learning
2 772 (33.84%) Analytics
3 711 (31.17%) Problem-Solving
4 657 (28.80%) Artificial Intelligence
5 569 (24.95%) Agile
6 497 (21.79%) Data Engineering
7 472 (20.69%) Mentoring
8 462 (20.25%) Computer Science
9 454 (19.90%) Business Intelligence
9 454 (19.90%) Data Modelling
10 433 (18.98%) Data Pipeline
11 407 (17.84%) DevOps
12 406 (17.80%) ETL
13 404 (17.71%) Visualisation
14 384 (16.83%) Mathematics
15 374 (16.40%) Data Analysis
16 340 (14.91%) Decision-Making
17 302 (13.24%) Software Engineering
18 274 (12.01%) Coaching
19 261 (11.44%) Data Analytics
Programming Languages
1 1,038 (45.51%) Python
2 887 (38.89%) SQL
3 229 (10.04%) R
4 158 (6.93%) Java
5 111 (4.87%) C#
6 78 (3.42%) JavaScript
7 71 (3.11%) T-SQL
8 56 (2.46%) C++
9 54 (2.37%) Scala
10 53 (2.32%) C
11 41 (1.80%) Go
12 38 (1.67%) MATLAB
13 36 (1.58%) Bash
14 35 (1.53%) TypeScript
14 35 (1.53%) VB
15 31 (1.36%) Data Analysis Expressions
16 15 (0.66%) Haskell
17 12 (0.53%) SystemVerilog
18 10 (0.44%) VBA
19 9 (0.39%) U-SQL
Qualifications
1 726 (31.83%) Degree
2 217 (9.51%) Master's Degree
3 130 (5.70%) PhD
4 98 (4.30%) Computer Science Degree
5 96 (4.21%) Security Cleared
6 59 (2.59%) Microsoft Certification
7 50 (2.19%) Azure Certification
8 43 (1.89%) DV Cleared
9 42 (1.84%) MCSE
10 40 (1.75%) MCSA
11 36 (1.58%) DBS Check
12 35 (1.53%) SC Cleared
13 22 (0.96%) Numerate Degree
14 18 (0.79%) PMI Certification
15 12 (0.53%) BPSS Clearance
16 11 (0.48%) Postgraduate
17 6 (0.26%) AWS Certification
17 6 (0.26%) IIBA
17 6 (0.26%) OCP
17 6 (0.26%) Oracle Certification
Quality Assurance & Compliance
1 216 (9.47%) GDPR
2 196 (8.59%) Data Quality
3 47 (2.06%) Accessibility
4 39 (1.71%) QA
5 12 (0.53%) Actionable Recommendations
6 10 (0.44%) PMO
7 9 (0.39%) CDISC
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%) 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
12 1 (0.044%) HIPAA
System Software
1 144 (6.31%) Docker
2 17 (0.75%) Virtual Machines
3 5 (0.22%) HDFS
4 4 (0.18%) Active Directory
5 2 (0.088%) IAG
6 1 (0.044%) Slurm Workload Manager
6 1 (0.044%) Virtual Desktop
6 1 (0.044%) Virtual Servers
6 1 (0.044%) VMware Infrastructure
Systems Management
1 165 (7.23%) Kubernetes
2 116 (5.09%) 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%) SELinux
6 3 (0.13%) Grafana
6 3 (0.13%) Progress Chef
6 3 (0.13%) Puppet
7 2 (0.088%) Core Impact
7 2 (0.088%) Podman
7 2 (0.088%) Prometheus
8 1 (0.044%) Kibana
8 1 (0.044%) Packer
8 1 (0.044%) Rancher
Vendors
1 278 (12.19%) Microsoft
2 272 (11.92%) Google
3 190 (8.33%) Databricks
4 72 (3.16%) Oracle
5 48 (2.10%) IBM
6 41 (1.80%) Alteryx
7 40 (1.75%) Red Hat
8 37 (1.62%) Dell
9 30 (1.32%) Sybase
10 28 (1.23%) OpenLink
10 28 (1.23%) TIBCO
11 24 (1.05%) Salesforce
12 15 (0.66%) YouTube
13 14 (0.61%) Dataiku
13 14 (0.61%) Informatica
14 13 (0.57%) OpenAI
15 11 (0.48%) SAP
16 9 (0.39%) Adobe
17 8 (0.35%) ServiceNow
17 8 (0.35%) Teradata