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 1 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
1 Jun 2024
Same period 2023 Same period 2022
Rank 206 152 170
Rank change year-on-year -54 +18 +36
Permanent jobs citing Data Analytics 1,466 2,222 4,233
As % of all permanent jobs advertised in the UK 1.40% 2.35% 2.51%
As % of the Processes & Methodologies category 1.67% 2.46% 2.61%
Number of salaries quoted 881 958 1,591
10th Percentile £35,000 £37,391 £40,000
25th Percentile £42,500 £47,500 £50,000
Median annual salary (50th Percentile) £60,000 £65,000 £67,500
Median % change year-on-year -7.69% -3.70% +12.50%
75th Percentile £77,500 £83,980 £90,000
90th Percentile £97,250 £106,250 £110,000
UK excluding London median annual salary £55,000 £55,000 £55,000
% change year-on-year - - +15.79%

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 87,829 90,354 161,874
As % of all permanent jobs advertised in the UK 83.68% 95.46% 95.93%
Number of salaries quoted 61,251 54,292 82,971
10th Percentile £29,250 £34,000 £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 1 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 1 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 -62 1,227 £60,000 -10.45% 492
UK excluding London -68 913 £55,000 - 249
Work from Home +5 594 £60,000 -10.45% 236
London -14 498 £72,500 - 261
Midlands -43 206 £52,500 +5.00% 63
South East -29 181 £55,000 -3.93% 43
West Midlands -27 166 £55,000 +10.00% 46
North of England -100 166 £47,500 -24.00% 59
Scotland -39 147 £67,250 +30.92% 27
South West +3 140 £62,500 +21.67% 36
North West -95 94 £50,000 -28.57% 33
Yorkshire -34 45 £42,500 -22.73% 18
East Midlands -35 40 £50,000 +17.65% 17
East of England -58 28 £48,750 -22.00% 16
North East -35 27 £50,000 -25.38% 9
Northern Ireland +38 25 £67,500 - 6
Wales +6 17 £50,000 - 6
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 55 (3.75%) SAS
2 44 (3.00%) Apache Spark
3 29 (1.98%) SharePoint
4 15 (1.02%) Apache
5 14 (0.95%) Apache Airflow
5 14 (0.95%) IIS
6 13 (0.89%) WordPress
7 11 (0.75%) Confluence
8 9 (0.61%) Microsoft Exchange
9 8 (0.55%) CMS
10 6 (0.41%) IBM Notes
10 6 (0.41%) nginx
11 5 (0.34%) Appian
11 5 (0.34%) ArcGIS
12 3 (0.20%) Exchange Server 2013
12 3 (0.20%) Headless CMS
12 3 (0.20%) Oracle Application Server
13 2 (0.14%) Moodle
14 1 (0.068%) Drupal
14 1 (0.068%) OpenStack
Applications
1 131 (8.94%) Microsoft Excel
2 46 (3.14%) Microsoft Office
3 45 (3.07%) Microsoft PowerPoint
4 30 (2.05%) 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 31 (2.11%) Sparx Enterprise Architect
2 17 (1.16%) Unit4 Business World
3 8 (0.55%) 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%) IBM Planning Analytics
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
1 365 (24.90%) Power Platform
2 329 (22.44%) Azure
3 187 (12.76%) AWS
4 85 (5.80%) GCP
5 56 (3.82%) Azure DevOps
6 55 (3.75%) Microsoft 365
6 55 (3.75%) PowerApps
6 55 (3.75%) Snowflake
7 54 (3.68%) Azure Data Factory
8 52 (3.55%) SaaS
9 48 (3.27%) Power Automate
10 40 (2.73%) Azure Synapse Analytics
11 33 (2.25%) Azure Cosmos DB
11 33 (2.25%) Matillion
12 30 (2.05%) Cloud Computing
12 30 (2.05%) Figma
12 30 (2.05%) SurveyMonkey
13 25 (1.71%) dbt
14 23 (1.57%) Dynamics 365
14 23 (1.57%) Google Analytics
Communications & Networking
1 41 (2.80%) Network Security
2 18 (1.23%) HTTP
2 18 (1.23%) MQTT
3 16 (1.09%) DSL
3 16 (1.09%) TCP/IP
4 11 (0.75%) Internet
5 6 (0.41%) OpenVPN
6 5 (0.34%) Firewall
6 5 (0.34%) LAN
6 5 (0.34%) VoIP
6 5 (0.34%) WAN
6 5 (0.34%) Wireless
7 4 (0.27%) Broadband
7 4 (0.27%) Ethernet
7 4 (0.27%) FTP
7 4 (0.27%) RS-232
7 4 (0.27%) SAN
7 4 (0.27%) SMS
7 4 (0.27%) WPA
8 3 (0.20%) WebEx
Database & Business Intelligence
1 355 (24.22%) Power BI
2 244 (16.64%) Data Warehouse
3 224 (15.28%) Tableau
4 129 (8.80%) SQL Server
5 105 (7.16%) Data Lake
6 94 (6.41%) Big Data
7 47 (3.21%) Azure SQL Database
8 41 (2.80%) Data Vault
8 41 (2.80%) Relational Database
9 39 (2.66%) Star Schema
10 36 (2.46%) Elasticsearch
11 33 (2.25%) DB2
11 33 (2.25%) SQL Server Integration Services
12 30 (2.05%) NoSQL
13 25 (1.71%) BigQuery
13 25 (1.71%) Metadata
13 25 (1.71%) MongoDB
14 22 (1.50%) Looker
15 20 (1.36%) MySQL
16 19 (1.30%) Data Mining
Development Applications
1 57 (3.89%) Git
2 48 (3.27%) Jenkins
3 33 (2.25%) GitLab
4 31 (2.11%) JIRA
5 7 (0.48%) CircleCI
5 7 (0.48%) RStudio
6 4 (0.27%) Subversion
7 3 (0.20%) gulp
7 3 (0.20%) Visual Studio
8 2 (0.14%) ER Studio
8 2 (0.14%) ERwin
8 2 (0.14%) Jasmine
8 2 (0.14%) Mockito
9 1 (0.068%) Artifactory
9 1 (0.068%) Gradle
9 1 (0.068%) IBM UrbanCode
9 1 (0.068%) Maven
9 1 (0.068%) Oracle Forms
9 1 (0.068%) Spinnaker
9 1 (0.068%) Team Foundation Server
General
1 531 (36.22%) Social Skills
2 485 (33.08%) Finance
3 280 (19.10%) Analytical Skills
4 213 (14.53%) Inclusion and Diversity
5 209 (14.26%) Marketing
6 167 (11.39%) Law
7 122 (8.32%) Banking
8 102 (6.96%) Presentation Skills
9 87 (5.93%) Legal
10 70 (4.77%) Organisational Skills
11 68 (4.64%) Manufacturing
11 68 (4.64%) Retail
12 60 (4.09%) Public Sector
13 49 (3.34%) Military
14 38 (2.59%) Games
15 35 (2.39%) Financial Institution
15 35 (2.39%) Investment Banking
16 27 (1.84%) Aerospace
17 21 (1.43%) Influencing Skills
18 17 (1.16%) Telecoms
Job Titles
1 264 (18.01%) Architect
2 222 (15.14%) Senior
3 213 (14.53%) Analyst
4 158 (10.78%) Developer
5 144 (9.82%) Solutions Architect
6 139 (9.48%) Data Engineer
7 117 (7.98%) Data Analyst
8 91 (6.21%) Lead
9 85 (5.80%) Consultant
10 81 (5.53%) Data Architect
11 79 (5.39%) Presales Solution Architect
12 54 (3.68%) Principal Architect
12 54 (3.68%) Senior Analyst
13 51 (3.48%) Data Manager
14 48 (3.27%) Analytics Manager
15 44 (3.00%) Product Manager
16 43 (2.93%) Audit Manager
16 43 (2.93%) Senior Manager
17 41 (2.80%) Senior Data Engineer
18 40 (2.73%) Software Engineer
Libraries, Frameworks & Software Standards
1 100 (6.82%) .NET
2 63 (4.30%) HTML
3 54 (3.68%) Kafka
4 49 (3.34%) ASP.NET
5 47 (3.21%) AngularJS
5 47 (3.21%) CSS
6 35 (2.39%) ASP.NET MVC
7 34 (2.32%) .NET Core
7 34 (2.32%) React
8 33 (2.25%) Entity Framework
9 30 (2.05%) Elastic Stack
9 30 (2.05%) Web Services
10 26 (1.77%) CSS3
10 26 (1.77%) HTML5
11 23 (1.57%) Node.js
12 22 (1.50%) Pandas
12 22 (1.50%) PySpark
12 22 (1.50%) REST
12 22 (1.50%) RESTful
13 21 (1.43%) Blazor
Miscellaneous
1 123 (8.39%) Management Information System
2 77 (5.25%) Algorithms
3 75 (5.12%) Product Ownership
4 69 (4.71%) Data Structures
5 63 (4.30%) Self-Motivation
6 43 (2.93%) IoT
6 43 (2.93%) Onboarding
7 41 (2.80%) Cloud Native
8 31 (2.11%) Greenfield Project
9 28 (1.91%) Cyber Kill Chain
9 28 (1.91%) Enterprise Software
10 25 (1.71%) Analytical Mindset
11 21 (1.43%) Public Cloud
12 19 (1.30%) Taxonomies
13 17 (1.16%) Robotics
14 16 (1.09%) Security Operations Centre
15 15 (1.02%) Cyber Defence
15 15 (1.02%) Cybercrime
16 14 (0.95%) Cyberattack
16 14 (0.95%) FMCG
Operating Systems
1 57 (3.89%) Linux
2 41 (2.80%) Windows
3 26 (1.77%) Windows Server
4 20 (1.36%) 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 1,466 (100.00%) Analytics
2 481 (32.81%) Business Intelligence
3 433 (29.54%) Problem-Solving
4 348 (23.74%) Agile
5 336 (22.92%) Data Modelling
6 301 (20.53%) Visualisation
7 287 (19.58%) Data Science
8 282 (19.24%) Data Analysis
9 267 (18.21%) Decision-Making
9 267 (18.21%) Machine Learning
10 259 (17.67%) Artificial Intelligence
11 213 (14.53%) Actionable Insight
12 208 (14.19%) Roadmaps
13 206 (14.05%) ETL
14 192 (13.10%) Data Visualisation
15 180 (12.28%) DevOps
16 172 (11.73%) Computer Science
17 161 (10.98%) User Experience
18 155 (10.57%) Data Management
19 154 (10.50%) Business Case
Programming Languages
1 502 (34.24%) SQL
2 379 (25.85%) Python
3 87 (5.93%) C#
4 84 (5.73%) JavaScript
5 81 (5.53%) Java
6 72 (4.91%) R
7 36 (2.46%) Data Analysis Expressions
8 33 (2.25%) Scala
9 30 (2.05%) TypeScript
10 27 (1.84%) C
11 22 (1.50%) C++
11 22 (1.50%) PL/SQL
12 19 (1.30%) Haskell
13 18 (1.23%) PowerShell
14 15 (1.02%) T-SQL
15 13 (0.89%) VBA
16 12 (0.82%) PHP
17 11 (0.75%) U-SQL
18 8 (0.55%) Clojure
19 7 (0.48%) Shell Script
Qualifications
1 416 (28.38%) Degree
2 186 (12.69%) Security Cleared
3 126 (8.59%) SC Cleared
4 112 (7.64%) Master's Degree
5 71 (4.84%) Computer Science Degree
6 55 (3.75%) DV Cleared
7 35 (2.39%) PhD
8 30 (2.05%) TOGAF Certification
9 29 (1.98%) MBA
10 26 (1.77%) BPSS Clearance
11 22 (1.50%) DBS Check
12 20 (1.36%) Microsoft Certification
12 20 (1.36%) Numerate Degree
13 19 (1.30%) CISA
13 19 (1.30%) CISSP
14 18 (1.23%) ACCA
15 11 (0.75%) CFA
15 11 (0.75%) CIMA
16 6 (0.41%) PMI Certification
17 5 (0.34%) Azure Certification
Quality Assurance & Compliance
1 165 (11.26%) Data Quality
2 42 (2.86%) Actionable Recommendations
3 37 (2.52%) QA
4 32 (2.18%) Accessibility
5 28 (1.91%) NIST
6 27 (1.84%) PMO
7 20 (1.36%) ITGC
8 19 (1.30%) Sarbanes-Oxley
9 18 (1.23%) GDPR
9 18 (1.23%) SLA
10 17 (1.16%) IFRS
11 16 (1.09%) IFRS 9
12 11 (0.75%) California Consumer Privacy Act
12 11 (0.75%) ISO/IEC 27001
13 5 (0.34%) ISO 9001
14 4 (0.27%) MiFID
15 3 (0.20%) SOC 1
15 3 (0.20%) SOC 2
16 2 (0.14%) SNOMED CT
16 2 (0.14%) SOX 404
System Software
1 31 (2.11%) vSphere
2 24 (1.64%) Docker
3 8 (0.55%) Active Directory
3 8 (0.55%) Firmware
4 7 (0.48%) 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 41 (2.80%) Kubernetes
2 24 (1.64%) 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
1 280 (19.10%) Microsoft
2 94 (6.41%) Google
3 88 (6.00%) Databricks
4 63 (4.30%) Oracle
5 53 (3.62%) Alteryx
6 42 (2.86%) SAP
7 31 (2.11%) Sparx
8 30 (2.05%) Qualtrics
9 28 (1.91%) SolarWinds
9 28 (1.91%) Tanium
9 28 (1.91%) Tripwire
10 25 (1.71%) Salesforce
11 17 (1.16%) Cognos
11 17 (1.16%) IBM
11 17 (1.16%) Sage
12 16 (1.09%) CA
12 16 (1.09%) Pega
12 16 (1.09%) Sybase
13 14 (0.95%) Snow
14 13 (0.89%) Dataiku