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

6 months to
18 May 2024
Same period 2023 Same period 2022
Rank 124 80 59
Rank change year-on-year -44 -21 +53
Permanent jobs citing Data Science 2,267 3,963 8,813
As % of all permanent jobs advertised in the UK 2.27% 4.00% 5.48%
As % of the Processes & Methodologies category 2.66% 4.18% 5.73%
Number of salaries quoted 1,269 1,683 2,398
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 £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 85,135 94,784 153,905
As % of all permanent jobs advertised in the UK 85.22% 95.58% 95.76%
Number of salaries quoted 59,872 55,911 82,488
10th Percentile £29,089 £34,000 £33,635
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% +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 18 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 18 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 2,062 £65,000 -8.93% 729
UK excluding London -50 1,292 £57,500 -11.54% 352
London -19 899 £80,000 - 452
Work from Home -33 885 £60,000 -13.79% 330
South East +42 392 £60,000 -11.11% 116
North of England -85 289 £50,000 -18.27% 64
Midlands +8 206 £55,000 +22.22% 40
North West -9 178 £50,000 -25.93% 34
South West -45 176 £60,000 -11.76% 63
West Midlands +14 159 £55,000 +22.22% 24
Scotland -63 123 £69,500 +4.91% 20
Yorkshire -107 78 £60,000 -1.93% 23
East of England -63 75 £55,000 -4.35% 26
East Midlands +6 47 £47,500 -13.64% 16
North East -10 33 £47,500 +3.26% 7
Wales +26 27 £47,500 -13.70% 14
Northern Ireland +16 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
1 121 (5.34%) Apache Spark
2 79 (3.48%) SAS
3 31 (1.37%) Apache Airflow
4 30 (1.32%) Apache
5 24 (1.06%) Microsoft Exchange
6 16 (0.71%) Jupyter
7 13 (0.57%) Confluence
8 6 (0.26%) nginx
9 5 (0.22%) Luigi
10 3 (0.13%) ArcGIS
11 2 (0.088%) SharePoint
12 1 (0.044%) Apache Synapse
12 1 (0.044%) Ethereum
12 1 (0.044%) Hyperledger
12 1 (0.044%) IIS
12 1 (0.044%) Moodle
Applications
1 68 (3.00%) Microsoft Excel
2 30 (1.32%) Microsoft Office
3 8 (0.35%) 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
1 613 (27.04%) Azure
2 383 (16.89%) GCP
3 381 (16.81%) AWS
4 359 (15.84%) Power Platform
5 112 (4.94%) Snowflake
6 98 (4.32%) SaaS
7 97 (4.28%) Azure Data Factory
8 92 (4.06%) Azure DevOps
9 68 (3.00%) Matillion
10 64 (2.82%) Serverless
11 63 (2.78%) Azure Synapse Analytics
12 58 (2.56%) GitHub
13 50 (2.21%) Amazon S3
14 40 (1.76%) IBM Cloud
15 31 (1.37%) AWS Lambda
16 30 (1.32%) Azure Cosmos DB
17 26 (1.15%) Cloud Computing
18 25 (1.10%) Amazon SQS
18 25 (1.10%) Azure Machine Learning
19 24 (1.06%) Slack
Communications & Networking
1 21 (0.93%) 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
1 348 (15.35%) Power BI
2 344 (15.17%) Data Warehouse
3 245 (10.81%) SQL Server
4 207 (9.13%) Tableau
5 199 (8.78%) BigQuery
6 194 (8.56%) Big Data
7 175 (7.72%) Looker
8 136 (6.00%) Data Lake
9 123 (5.43%) SQL Server Integration Services
10 77 (3.40%) Relational Database
11 76 (3.35%) Hadoop
12 73 (3.22%) Elasticsearch
13 67 (2.96%) NoSQL
14 61 (2.69%) PostgreSQL
15 52 (2.29%) Data Mining
16 51 (2.25%) Metadata
17 49 (2.16%) Star Schema
18 45 (1.99%) MongoDB
19 31 (1.37%) SQL Server Reporting Services
20 30 (1.32%) Redis
Development Applications
1 164 (7.23%) Git
2 48 (2.12%) GitLab
3 32 (1.41%) JIRA
4 28 (1.24%) 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
13 1 (0.044%) git-flow
13 1 (0.044%) RStudio
13 1 (0.044%) Spinnaker
13 1 (0.044%) Visual Studio Code
General
1 699 (30.83%) Social Skills
2 477 (21.04%) Analytical Skills
3 444 (19.59%) Finance
4 320 (14.12%) Inclusion and Diversity
5 230 (10.15%) Retail
6 191 (8.43%) Public Sector
7 161 (7.10%) Marketing
8 123 (5.43%) Banking
9 111 (4.90%) Law
10 106 (4.68%) Presentation Skills
11 86 (3.79%) Games
12 76 (3.35%) Legal
13 48 (2.12%) Pharmaceutical
14 42 (1.85%) Investment Banking
15 35 (1.54%) Military
16 31 (1.37%) Manufacturing
17 27 (1.19%) Financial Institution
18 23 (1.01%) Influencing Skills
19 21 (0.93%) Health Technology
20 19 (0.84%) Organisational Skills
Job Titles
1 518 (22.85%) Data Scientist
2 482 (21.26%) Data Engineer
3 459 (20.25%) Senior
4 222 (9.79%) Principal Engineer
5 210 (9.26%) Senior Data Scientist
6 197 (8.69%) Lead
7 171 (7.54%) Platform Engineer
8 167 (7.37%) Principal Data Engineer
9 160 (7.06%) Analyst
10 151 (6.66%) Developer
11 130 (5.73%) Architect
12 111 (4.90%) Consultant
13 98 (4.32%) Software Engineer
14 86 (3.79%) Data Analyst
15 81 (3.57%) Data Manager
16 78 (3.44%) Business Intelligence Consultant
17 77 (3.40%) Python Engineer
18 67 (2.96%) Data Architect
19 64 (2.82%) Senior Data Engineer
20 55 (2.43%) Senior Manager
Libraries, Frameworks & Software Standards
1 133 (5.87%) Pandas
2 126 (5.56%) TensorFlow
3 100 (4.41%) PySpark
4 79 (3.48%) scikit-learn
5 77 (3.40%) Kafka
6 68 (3.00%) PyTorch
7 58 (2.56%) NumPy
8 55 (2.43%) React
9 43 (1.90%) RESTful
10 40 (1.76%) CSS
11 39 (1.72%) .NET
12 37 (1.63%) GraphQL
13 35 (1.54%) HTML
14 31 (1.37%) Keras
14 31 (1.37%) Node.js
15 26 (1.15%) Django
16 25 (1.10%) XGBoost
17 22 (0.97%) XML
18 18 (0.79%) Apache Beam
19 17 (0.75%) JWT
Miscellaneous
1 429 (18.92%) Algorithms
2 227 (10.01%) Self-Motivation
3 176 (7.76%) Data Structures
4 70 (3.09%) Product Ownership
5 67 (2.96%) Cloud Native
6 59 (2.60%) Distributed Systems
7 56 (2.47%) Blockchain
8 55 (2.43%) Virtual Team
9 54 (2.38%) Life Science
10 48 (2.12%) Management Information System
11 41 (1.81%) Hybrid Cloud
12 37 (1.63%) Onboarding
13 32 (1.41%) IoT
14 31 (1.37%) Credit Risk
15 24 (1.06%) Blog
15 24 (1.06%) Swaptions
16 23 (1.01%) Renewable Energy
17 18 (0.79%) Mobile App
18 17 (0.75%) Enterprise Software
19 14 (0.62%) Freedom of Information
Operating Systems
1 132 (5.82%) Linux
2 52 (2.29%) Windows
3 40 (1.76%) Alpine Linux
3 40 (1.76%) CentOS
3 40 (1.76%) Debian
4 21 (0.93%) Unix
5 7 (0.31%) 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
1 892 (39.35%) Machine Learning
2 761 (33.57%) Analytics
3 717 (31.63%) Problem-Solving
4 659 (29.07%) Artificial Intelligence
5 550 (24.26%) Agile
6 493 (21.75%) Computer Science
6 493 (21.75%) Data Engineering
7 473 (20.86%) Mentoring
8 447 (19.72%) Data Modelling
9 443 (19.54%) Business Intelligence
10 427 (18.84%) Data Pipeline
11 422 (18.61%) Visualisation
12 411 (18.13%) Mathematics
13 392 (17.29%) DevOps
14 391 (17.25%) ETL
15 381 (16.81%) Data Analysis
16 360 (15.88%) Decision-Making
17 303 (13.37%) Software Engineering
18 287 (12.66%) Statistics
19 269 (11.87%) Coaching
Programming Languages
1 1,028 (45.35%) Python
2 885 (39.04%) SQL
3 230 (10.15%) R
4 159 (7.01%) Java
5 104 (4.59%) C#
6 77 (3.40%) JavaScript
7 68 (3.00%) T-SQL
8 56 (2.47%) C++
9 54 (2.38%) C
9 54 (2.38%) Scala
10 40 (1.76%) Go
11 39 (1.72%) MATLAB
12 35 (1.54%) Bash
12 35 (1.54%) TypeScript
13 34 (1.50%) Data Analysis Expressions
14 29 (1.28%) VB
15 15 (0.66%) Haskell
16 12 (0.53%) SystemVerilog
17 11 (0.49%) U-SQL
18 10 (0.44%) VBA
Qualifications
1 779 (34.36%) Degree
2 247 (10.90%) Master's Degree
3 142 (6.26%) PhD
4 111 (4.90%) Computer Science Degree
5 87 (3.84%) Security Cleared
6 59 (2.60%) Microsoft Certification
7 53 (2.34%) DBS Check
8 50 (2.21%) Azure Certification
9 40 (1.76%) MCSA
9 40 (1.76%) MCSE
10 36 (1.59%) DV Cleared
11 33 (1.46%) SC Cleared
12 22 (0.97%) Numerate Degree
13 18 (0.79%) PMI Certification
14 12 (0.53%) Postgraduate
15 11 (0.49%) BPSS Clearance
16 6 (0.26%) IIBA
17 5 (0.22%) AWS Certification
18 4 (0.18%) ISTQB
18 4 (0.18%) OCP
Quality Assurance & Compliance
1 212 (9.35%) GDPR
2 195 (8.60%) Data Quality
3 44 (1.94%) Accessibility
4 40 (1.76%) QA
5 11 (0.49%) Actionable Recommendations
6 9 (0.40%) CDISC
7 8 (0.35%) Good Clinical Practice
8 6 (0.26%) California Consumer Privacy Act
8 6 (0.26%) IFRS
8 6 (0.26%) IFRS 9
9 3 (0.13%) PMO
9 3 (0.13%) SLA
10 2 (0.088%) COBIT
10 2 (0.088%) Disclosure Scotland
10 2 (0.088%) GLBA
10 2 (0.088%) NIST
10 2 (0.088%) PCI DSS
10 2 (0.088%) Sarbanes-Oxley
11 1 (0.044%) Basel III
11 1 (0.044%) HIPAA
System Software
1 145 (6.40%) 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 (7.28%) Kubernetes
2 110 (4.85%) 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%) yum
Vendors
1 288 (12.70%) Microsoft
2 265 (11.69%) Google
3 204 (9.00%) Databricks
4 70 (3.09%) Oracle
5 48 (2.12%) IBM
6 40 (1.76%) Red Hat
7 37 (1.63%) Alteryx
8 34 (1.50%) Dell
9 33 (1.46%) Salesforce
10 26 (1.15%) 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%) Dataiku
14 12 (0.53%) YouTube
15 10 (0.44%) SAP
16 9 (0.40%) Adobe
17 8 (0.35%) Samsung
17 8 (0.35%) ServiceNow