Data Analytics Jobs

Data Analytics
UK

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

6 months to
9 Jun 2024
Same period 2023 Same period 2022
Rank 210 154 168
Rank change year-on-year -56 +14 +40
Permanent jobs citing Data Analytics 1,468 2,222 4,352
As % of all permanent jobs advertised in the UK 1.35% 2.39% 2.53%
As % of the Processes & Methodologies category 1.63% 2.50% 2.64%
Number of salaries quoted 879 969 1,596
10th Percentile £35,000 £37,500 £40,000
25th Percentile £42,500 £48,750 £50,000
Median annual salary (50th Percentile) £60,000 £67,000 £69,000
Median % change year-on-year -10.45% -2.90% +15.00%
75th Percentile £77,500 £84,056 £90,000
90th Percentile £97,250 £107,500 £110,000
UK excluding London median annual salary £55,000 £55,000 £57,500
% change year-on-year - -4.35% +21.05%

All Process and Methodology Skills
UK

Data Analytics 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 89,994 88,841 164,871
As % of all permanent jobs advertised in the UK 82.98% 95.43% 95.92%
Number of salaries quoted 62,089 53,798 83,455
10th Percentile £29,500 £33,848 £33,500
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £60,800 £60,000
Median % change year-on-year -9.54% +1.33% +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 Analytics
Job Vacancy Trend

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

Job vacancy trend for Data Analytics in the UK

Data Analytics
Salary Trend

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

Salary trend for Data Analytics in the UK

Data Analytics
Salary Histogram

Salary distribution for jobs citing Data Analytics over the 6 months to 9 June 2024.

Salary histogram for Data Analytics in the UK

Data Analytics
Top 18 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analytics within the UK over the 6 months to 9 June 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 -65 1,240 £60,000 -11.11% 452
UK excluding London -79 917 £55,000 - 232
Work from Home -9 587 £60,000 -14.29% 213
London -32 497 £72,500 - 235
Midlands -47 212 £55,000 +10.00% 52
South East -26 181 £55,000 -4.35% 47
West Midlands -27 172 £55,000 +10.00% 38
North of England -112 172 £47,500 -29.11% 61
South West +4 141 £62,500 +21.67% 30
Scotland -48 135 £69,500 +26.36% 23
North West -93 98 £50,000 -32.20% 36
Yorkshire -36 46 £42,500 -22.73% 17
East Midlands -48 40 £50,000 +51.52% 14
East of England -65 30 £48,750 -22.00% 13
North East -36 28 £50,000 -25.38% 8
Northern Ireland +35 26 £67,500 - 6
Wales +9 17 £50,000 - 5
Channel Islands - 3 £60,000 -

Data Analytics
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 54 (3.68%) SAS
2 38 (2.59%) Apache Spark
3 28 (1.91%) SharePoint
4 14 (0.95%) IIS
5 13 (0.89%) Apache
5 13 (0.89%) Apache Airflow
5 13 (0.89%) WordPress
6 11 (0.75%) Confluence
7 9 (0.61%) Microsoft Exchange
8 8 (0.54%) CMS
9 6 (0.41%) IBM Notes
9 6 (0.41%) nginx
10 5 (0.34%) Appian
10 5 (0.34%) ArcGIS
11 3 (0.20%) Exchange Server 2013
11 3 (0.20%) Headless CMS
12 2 (0.14%) Moodle
12 2 (0.14%) Oracle Application Server
13 1 (0.068%) Drupal
13 1 (0.068%) OpenStack
Applications
1 131 (8.92%) Microsoft Excel
2 46 (3.13%) Microsoft Office
3 45 (3.07%) Microsoft PowerPoint
4 26 (1.77%) UserZoom
5 16 (1.09%) SPSS
6 12 (0.82%) Spreadsheet
7 6 (0.41%) MS Visio
8 2 (0.14%) Adobe Creative Suite
8 2 (0.14%) Adobe Illustrator
8 2 (0.14%) Photoshop
9 1 (0.068%) Revit
9 1 (0.068%) Trello
Business Applications
1 30 (2.04%) Sparx Enterprise Architect
2 17 (1.16%) Unit4 Business World
3 8 (0.54%) Dynamics CRM
4 4 (0.27%) Relativity
5 3 (0.20%) Raiser’s Edge
6 2 (0.14%) Endur
6 2 (0.14%) Veritas eDiscovery
7 1 (0.068%) Data Workbench
7 1 (0.068%) NetSuite
7 1 (0.068%) Oracle Procure-to-Pay
7 1 (0.068%) Ringtail
7 1 (0.068%) Salesforce CRM
7 1 (0.068%) SAP S/4HANA
7 1 (0.068%) Workday HCM
Cloud Services
1 361 (24.59%) Power Platform
2 318 (21.66%) Azure
3 189 (12.87%) AWS
4 84 (5.72%) GCP
5 55 (3.75%) Azure DevOps
6 54 (3.68%) Microsoft 365
6 54 (3.68%) PowerApps
6 54 (3.68%) Snowflake
7 52 (3.54%) Azure Data Factory
7 52 (3.54%) SaaS
8 47 (3.20%) Power Automate
9 40 (2.72%) Azure Synapse Analytics
10 33 (2.25%) Matillion
11 32 (2.18%) Azure Cosmos DB
12 30 (2.04%) Cloud Computing
13 26 (1.77%) Figma
13 26 (1.77%) SurveyMonkey
14 23 (1.57%) dbt
14 23 (1.57%) Dynamics 365
14 23 (1.57%) Google Analytics
Communications & Networking
1 43 (2.93%) Network Security
2 17 (1.16%) HTTP
2 17 (1.16%) MQTT
3 16 (1.09%) TCP/IP
4 13 (0.89%) DSL
5 11 (0.75%) Internet
6 6 (0.41%) OpenVPN
7 5 (0.34%) Firewall
7 5 (0.34%) FTP
7 5 (0.34%) LAN
7 5 (0.34%) VoIP
7 5 (0.34%) WAN
7 5 (0.34%) Wireless
8 4 (0.27%) Broadband
8 4 (0.27%) Ethernet
8 4 (0.27%) RS-232
8 4 (0.27%) SAN
8 4 (0.27%) SMS
8 4 (0.27%) WPA
9 3 (0.20%) WebEx
Database & Business Intelligence
1 351 (23.91%) Power BI
2 245 (16.69%) Data Warehouse
3 223 (15.19%) Tableau
4 129 (8.79%) SQL Server
5 101 (6.88%) Data Lake
6 92 (6.27%) Big Data
7 45 (3.07%) Azure SQL Database
8 41 (2.79%) Data Vault
9 39 (2.66%) Relational Database
10 38 (2.59%) Star Schema
11 36 (2.45%) Elasticsearch
12 32 (2.18%) SQL Server Integration Services
13 30 (2.04%) DB2
14 27 (1.84%) BigQuery
14 27 (1.84%) NoSQL
15 26 (1.77%) Metadata
16 24 (1.63%) Amazon Redshift
16 24 (1.63%) MongoDB
17 21 (1.43%) Looker
17 21 (1.43%) MySQL
Development Applications
1 54 (3.68%) Git
2 44 (3.00%) Jenkins
3 33 (2.25%) GitLab
4 29 (1.98%) JIRA
5 7 (0.48%) RStudio
6 6 (0.41%) CircleCI
7 4 (0.27%) Subversion
8 3 (0.20%) gulp
8 3 (0.20%) Visual Studio
9 2 (0.14%) ER Studio
9 2 (0.14%) ERwin
10 1 (0.068%) Artifactory
10 1 (0.068%) Gradle
10 1 (0.068%) Hardhat
10 1 (0.068%) IBM UrbanCode
10 1 (0.068%) Maven
10 1 (0.068%) Oracle Forms
10 1 (0.068%) Rational Rhapsody
10 1 (0.068%) Sonatype Nexus
10 1 (0.068%) Spinnaker
General
1 532 (36.24%) Social Skills
2 468 (31.88%) Finance
3 294 (20.03%) Analytical Skills
4 197 (13.42%) Inclusion and Diversity
5 196 (13.35%) Marketing
6 154 (10.49%) Law
7 116 (7.90%) Banking
8 99 (6.74%) Presentation Skills
9 88 (5.99%) Legal
10 70 (4.77%) Organisational Skills
11 68 (4.63%) Manufacturing
12 65 (4.43%) Retail
13 56 (3.81%) Public Sector
14 50 (3.41%) Military
15 38 (2.59%) Games
16 32 (2.18%) Financial Institution
16 32 (2.18%) Investment Banking
17 30 (2.04%) Pharmaceutical
18 27 (1.84%) Aerospace
19 22 (1.50%) Influencing Skills
Job Titles
1 267 (18.19%) Architect
2 223 (15.19%) Senior
3 211 (14.37%) Analyst
4 157 (10.69%) Developer
5 145 (9.88%) Solutions Architect
6 133 (9.06%) Data Engineer
7 115 (7.83%) Data Analyst
8 93 (6.34%) Lead
9 85 (5.79%) Consultant
10 83 (5.65%) Data Architect
11 79 (5.38%) Presales Solution Architect
12 60 (4.09%) Analytics Manager
13 54 (3.68%) Principal Architect
14 50 (3.41%) Data Manager
14 50 (3.41%) Senior Analyst
15 47 (3.20%) Senior Manager
16 43 (2.93%) Audit Manager
17 41 (2.79%) Product Manager
18 40 (2.72%) Senior Data Engineer
18 40 (2.72%) Software Engineer
Libraries, Frameworks & Software Standards
1 99 (6.74%) .NET
2 63 (4.29%) HTML
3 53 (3.61%) Kafka
4 49 (3.34%) ASP.NET
5 47 (3.20%) CSS
6 44 (3.00%) AngularJS
7 35 (2.38%) ASP.NET MVC
8 34 (2.32%) .NET Core
9 33 (2.25%) Entity Framework
10 32 (2.18%) Elastic Stack
10 32 (2.18%) React
11 31 (2.11%) Web Services
12 26 (1.77%) CSS3
12 26 (1.77%) HTML5
13 24 (1.63%) RESTful
14 23 (1.57%) Node.js
14 23 (1.57%) REST
15 22 (1.50%) Pandas
16 21 (1.43%) Blazor
16 21 (1.43%) PySpark
Miscellaneous
1 120 (8.17%) Management Information System
2 78 (5.31%) Algorithms
3 71 (4.84%) Product Ownership
4 70 (4.77%) Data Structures
5 63 (4.29%) Self-Motivation
6 47 (3.20%) Onboarding
7 43 (2.93%) IoT
8 35 (2.38%) Cloud Native
9 30 (2.04%) Cyber Kill Chain
9 30 (2.04%) Greenfield Project
10 26 (1.77%) Analytical Mindset
11 25 (1.70%) Enterprise Software
12 19 (1.29%) Taxonomies
13 18 (1.23%) Public Cloud
14 17 (1.16%) Robotics
14 17 (1.16%) Security Operations Centre
15 16 (1.09%) Cyber Defence
16 15 (1.02%) Cybercrime
17 14 (0.95%) Cyberattack
17 14 (0.95%) FMCG
Operating Systems
1 59 (4.02%) Linux
2 41 (2.79%) Windows
3 26 (1.77%) Windows Server
4 21 (1.43%) Unix
5 6 (0.41%) CentOS
6 3 (0.20%) Windows Server 2012
7 1 (0.068%) Android
7 1 (0.068%) Apple iOS
7 1 (0.068%) Red Hat Enterprise Linux
Processes & Methodologies
1 1,468 (100.00%) Analytics
2 477 (32.49%) Business Intelligence
3 430 (29.29%) Problem-Solving
4 337 (22.96%) Agile
5 334 (22.75%) Data Modelling
6 296 (20.16%) Visualisation
7 286 (19.48%) Data Science
8 280 (19.07%) Data Analysis
9 257 (17.51%) Decision-Making
10 256 (17.44%) Machine Learning
11 250 (17.03%) Artificial Intelligence
12 210 (14.31%) ETL
13 207 (14.10%) Actionable Insight
14 203 (13.83%) Roadmaps
15 192 (13.08%) Data Visualisation
16 176 (11.99%) DevOps
17 173 (11.78%) Computer Science
18 157 (10.69%) Data Management
19 155 (10.56%) User Experience
20 152 (10.35%) Business Case
Programming Languages
1 510 (34.74%) SQL
2 379 (25.82%) Python
3 88 (5.99%) C#
4 85 (5.79%) JavaScript
5 75 (5.11%) Java
5 75 (5.11%) R
6 34 (2.32%) Data Analysis Expressions
7 30 (2.04%) TypeScript
8 29 (1.98%) Scala
9 27 (1.84%) C
10 25 (1.70%) VBA
11 24 (1.63%) C++
12 19 (1.29%) PL/SQL
13 18 (1.23%) Haskell
13 18 (1.23%) PowerShell
14 15 (1.02%) T-SQL
15 11 (0.75%) PHP
15 11 (0.75%) U-SQL
16 8 (0.54%) Clojure
17 7 (0.48%) Shell Script
Qualifications
1 424 (28.88%) Degree
2 185 (12.60%) Security Cleared
3 123 (8.38%) SC Cleared
4 111 (7.56%) Master's Degree
5 70 (4.77%) Computer Science Degree
6 56 (3.81%) DV Cleared
7 34 (2.32%) PhD
8 29 (1.98%) MBA
8 29 (1.98%) TOGAF Certification
9 25 (1.70%) BPSS Clearance
10 22 (1.50%) DBS Check
11 19 (1.29%) CISA
11 19 (1.29%) CISSP
11 19 (1.29%) Microsoft Certification
11 19 (1.29%) Numerate Degree
12 18 (1.23%) ACCA
13 11 (0.75%) CFA
13 11 (0.75%) CIMA
14 6 (0.41%) PMI Certification
15 5 (0.34%) Azure Certification
Quality Assurance & Compliance
1 164 (11.17%) Data Quality
2 49 (3.34%) QA
3 36 (2.45%) Actionable Recommendations
4 33 (2.25%) Accessibility
5 30 (2.04%) NIST
6 27 (1.84%) PMO
7 20 (1.36%) ITGC
8 19 (1.29%) GDPR
8 19 (1.29%) Sarbanes-Oxley
9 17 (1.16%) IFRS
10 16 (1.09%) IFRS 9
11 15 (1.02%) SLA
12 11 (0.75%) California Consumer Privacy Act
12 11 (0.75%) ISO/IEC 27001
13 5 (0.34%) ISO 9001
13 5 (0.34%) MiFID
14 3 (0.20%) SOC 1
14 3 (0.20%) SOC 2
15 2 (0.14%) ISO 9000
15 2 (0.14%) SOX 404
System Software
1 33 (2.25%) vSphere
2 21 (1.43%) Docker
3 8 (0.54%) Active Directory
4 7 (0.48%) Firmware
5 6 (0.41%) HDFS
5 6 (0.41%) VMware Infrastructure
6 3 (0.20%) Virtual Machines
7 1 (0.068%) Lustre
7 1 (0.068%) Slurm Workload Manager
Systems Management
1 37 (2.52%) Kubernetes
2 22 (1.50%) Terraform
3 6 (0.41%) Puppet
4 5 (0.34%) Ansible
5 2 (0.14%) Microsoft Intune
6 1 (0.068%) EMC NetWorker
6 1 (0.068%) Grafana
6 1 (0.068%) Icinga
6 1 (0.068%) MOM
6 1 (0.068%) Podman
6 1 (0.068%) Progress Chef
6 1 (0.068%) Proxmox
6 1 (0.068%) Thomson Reuters DACS
Vendors
1 276 (18.80%) Microsoft
2 91 (6.20%) Google
3 80 (5.45%) Databricks
4 59 (4.02%) Oracle
5 51 (3.47%) Alteryx
6 42 (2.86%) SAP
7 30 (2.04%) SolarWinds
7 30 (2.04%) Sparx
7 30 (2.04%) Tanium
7 30 (2.04%) Tripwire
8 26 (1.77%) Qualtrics
9 25 (1.70%) Salesforce
10 17 (1.16%) Sage
11 16 (1.09%) CA
11 16 (1.09%) Pega
12 14 (0.95%) Cognos
12 14 (0.95%) IBM
12 14 (0.95%) Snow
13 13 (0.89%) Sybase
14 12 (0.82%) Informatica