Period
to 27 September 2020

The following table provides summary statistics for permanent job vacancies advertised in the North of England with a requirement for Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytics over the 6 months to 27 September 2020 with a comparison to the same period in the previous 2 years.

Analytics
England > North of England
6 months to
27 Sep 2020
Same period 2019 Same period 2018
Rank 68 63 73
Rank change year-on-year -5 +10 -12
Permanent jobs citing Analytics 267 878 864
As % of all permanent jobs advertised in the North of England 3.74% 4.64% 3.95%
As % of the Processes & Methodologies category 4.02% 5.00% 4.30%
Number of salaries quoted 260 763 750
Median annual salary £53,000 £45,000 £47,500
Median salary % change year-on-year +17.78% -5.26% +5.56%
10th Percentile £33,750 £30,266 £29,000
90th Percentile £72,500 £67,500 £72,500
England median annual salary £62,000 £59,117 £55,000
% change year-on-year +4.88% +7.48% -

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 advertised in the North of England with a requirement for process or methodology skills.

All Process and Methodology Skills
North of England
Permanent vacancies with a requirement for process or methodology skills 6,640 17,546 20,098
As % of all permanent IT jobs advertised in the North of England 93.01% 92.67% 91.85%
Number of salaries quoted 5,670 13,600 16,353
Median annual salary £47,500 £45,000 £44,000
Median salary % change year-on-year +5.56% +2.27% +3.53%
10th Percentile £31,250 £26,250 £25,750
90th Percentile £68,750 £67,500 £65,000
England median annual salary £57,500 £52,500 £50,500
% change year-on-year +9.52% +3.96% +1.00%

Analytics
Job Vacancy Trend in the North of England

Job postings citing Analytics as a proportion of all IT jobs advertised in the North of England.

Job vacancy trend for Analytics in the North of England

Analytics
Salary Trend in the North of England

3-month moving average salary quoted in jobs citing Analytics in the North of England.

Salary trend for Analytics in the North of England

Analytics
Salary Histogram in the North of England

Salary distribution for jobs citing Analytics in the North of England over the 6 months to 27 September 2020.

Salary histogram for Analytics in the North of England

Analytics
Job Locations in the North of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytics within the North of England region over the 6 months to 27 September 2020. 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
Job
Vacancies
North West +5 198 £55,000 +22.22% 58
Yorkshire +2 55 £55,000 +21.11% 14
North East -30 14 £39,500 -12.22% 12
Analytics
England

For the 6 months to 27 September 2020, IT jobs citing Analytics also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the North of England region with a requirement for Analytics.

1 111 (41.57%) Azure
2 95 (35.58%) SQL
3 86 (32.21%) Python
4 79 (29.59%) Business Intelligence
5 77 (28.84%) Analytical Skills
6 68 (25.47%) Microsoft
7 67 (25.09%) Agile Software Development
8 62 (23.22%) Databricks
9 61 (22.85%) Data Analytics
10 60 (22.47%) Big Data
10 60 (22.47%) Data Lake
11 57 (21.35%) Power Platform
12 55 (20.60%) Power BI
13 54 (20.22%) Migration
14 53 (19.85%) Machine Learning
15 49 (18.35%) Data Warehouse
16 47 (17.60%) R
17 43 (16.10%) Enterprise Architecture
18 40 (14.98%) DevOps
19 38 (14.23%) JavaScript
19 38 (14.23%) Sparx
20 36 (13.48%) SQL Server
20 36 (13.48%) SaaS
21 34 (12.73%) ETL
22 33 (12.36%) Visualisation
23 31 (11.61%) PaaS
23 31 (11.61%) IaaS
23 31 (11.61%) Data Modelling
24 29 (10.86%) Kubernetes
24 29 (10.86%) Finance

Analytics
Co-occurring IT Skills in the North of England by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 9 (3.37%) Apache
2 5 (1.87%) Apache Spark
2 5 (1.87%) Elasticsearch
2 5 (1.87%) SharePoint
3 3 (1.12%) CMS
3 3 (1.12%) nginx
3 3 (1.12%) WordPress
4 2 (0.75%) Confluence
4 2 (0.75%) IIS
4 2 (0.75%) Jadu
4 2 (0.75%) SAS
5 1 (0.37%) Adobe Experience Manager
5 1 (0.37%) OpenStack
5 1 (0.37%) Oracle SOA Suite
5 1 (0.37%) Perch
5 1 (0.37%) Tomcat
Applications
1 14 (5.24%) Chatbot
2 13 (4.87%) Microsoft Excel
3 7 (2.62%) Microsoft PowerPoint
4 4 (1.50%) MS Visio
5 3 (1.12%) Microsoft Office
5 3 (1.12%) Spreadsheet
6 2 (0.75%) Microsoft Project
7 1 (0.37%) Adobe Illustrator
7 1 (0.37%) Photoshop
7 1 (0.37%) Stata
Business Applications
1 4 (1.50%) Oracle EBS
2 3 (1.12%) SessionCam
2 3 (1.12%) WebTrends
3 2 (0.75%) Relativity
3 2 (0.75%) Ringtail
3 2 (0.75%) SAP S/4HANA
4 1 (0.37%) Cognos TM1
4 1 (0.37%) Dynamics CRM
4 1 (0.37%) Magento
4 1 (0.37%) SAP APO
Cloud Services
1 111 (41.57%) Azure
2 57 (21.35%) Power Platform
3 36 (13.48%) SaaS
4 31 (11.61%) IaaS
4 31 (11.61%) PaaS
5 17 (6.37%) Azure Data Factory
6 12 (4.49%) AWS
7 11 (4.12%) Google Analytics
8 10 (3.75%) npm
9 7 (2.62%) Azure Stack
10 5 (1.87%) GCP
11 4 (1.50%) Adobe Analytics
11 4 (1.50%) Datadog
11 4 (1.50%) GitHub
11 4 (1.50%) Slack
12 3 (1.12%) Cloud Computing
12 3 (1.12%) Office 365
12 3 (1.12%) OpenShift
13 2 (0.75%) Power Automate
14 1 (0.37%) Amazon ECS
Communications & Networking
1 18 (6.74%) Skype
2 5 (1.87%) Internet
3 4 (1.50%) SNMP
4 2 (0.75%) Network Security
4 2 (0.75%) Software-Defined Networking
5 1 (0.37%) BGP
5 1 (0.37%) Broadband
5 1 (0.37%) HTTP
5 1 (0.37%) Intranet
5 1 (0.37%) MPLS
5 1 (0.37%) SSH
5 1 (0.37%) WAN
Database & Business Intelligence
1 60 (22.47%) Big Data
1 60 (22.47%) Data Lake
2 55 (20.60%) Power BI
3 49 (18.35%) Data Warehouse
4 36 (13.48%) SQL Server
5 26 (9.74%) Azure SQL Database
6 24 (8.99%) SQL Server Integration Services
7 22 (8.24%) HDInsight
8 21 (7.87%) SQL Server Reporting Services
9 20 (7.49%) Azure SQL Data Warehouse
10 13 (4.87%) MySQL
10 13 (4.87%) SQL Server Analysis Services
11 11 (4.12%) Data Mining
12 9 (3.37%) PostgreSQL
12 9 (3.37%) Relational Database
13 8 (3.00%) NoSQL
14 7 (2.62%) Microsoft Analysis Services
14 7 (2.62%) MongoDB
15 5 (1.87%) Redis
16 4 (1.50%) MariaDB
Development Applications
1 16 (5.99%) Git (software)
2 15 (5.62%) Selenium
3 12 (4.49%) Jenkins
4 10 (3.75%) webpack
5 9 (3.37%) Mocha
5 9 (3.37%) TestCafe
6 6 (2.25%) Team Foundation Server
7 5 (1.87%) JIRA
8 4 (1.50%) Cucumber
9 3 (1.12%) Cypress.io
9 3 (1.12%) SpecFlow
10 2 (0.75%) Octopus Deploy
10 2 (0.75%) Protractor
10 2 (0.75%) SQL Server Management Studio (SSMS)
11 1 (0.37%) GitLab
11 1 (0.37%) Jasmine
11 1 (0.37%) Mockito
11 1 (0.37%) Robot Framework
11 1 (0.37%) SoapUI
11 1 (0.37%) TeamCity
General
1 29 (10.86%) Finance
2 27 (10.11%) Marketing
3 11 (4.12%) Public Sector
3 11 (4.12%) Retail
4 6 (2.25%) Manufacturing
5 5 (1.87%) Local Government
6 4 (1.50%) Aerospace
6 4 (1.50%) Banking
6 4 (1.50%) Legal
7 3 (1.12%) Games
7 3 (1.12%) Law
7 3 (1.12%) Publishing
8 2 (0.75%) Advertising
8 2 (0.75%) Housing Association
8 2 (0.75%) Pharmaceutical
8 2 (0.75%) Private Banking
8 2 (0.75%) Retail Banking
9 1 (0.37%) Back Office
9 1 (0.37%) Police
Job Titles
1 62 (23.22%) Developer
2 54 (20.22%) Architect
3 45 (16.85%) Solutions Architect
4 35 (13.11%) Azure Architect
5 33 (12.36%) Cloud Architect
6 31 (11.61%) Analyst
7 30 (11.24%) Cloud Solutions Architect
8 25 (9.36%) Data Engineer
9 19 (7.12%) Data Architect
10 14 (5.24%) Business Intelligence Developer
11 12 (4.49%) Administrator
12 11 (4.12%) Business Analyst
13 10 (3.75%) Big Data Architect
13 10 (3.75%) Big Data Solutions Architect
14 9 (3.37%) Data Analyst
14 9 (3.37%) Data Scientist
14 9 (3.37%) Software Developer
15 7 (2.62%) Data Warehouse Developer
15 7 (2.62%) Web Developer
16 6 (2.25%) SQL Developer
Libraries, Frameworks & Software Standards
1 24 (8.99%) .NET
2 20 (7.49%) CSS
2 20 (7.49%) HTML
2 20 (7.49%) Vue.js
3 16 (5.99%) .NET Core
4 13 (4.87%) Gherkin
5 12 (4.49%) HTML5
5 12 (4.49%) Twitter Bootstrap
6 10 (3.75%) CSS3
7 9 (3.37%) Chai
7 9 (3.37%) KnockoutJS
7 9 (3.37%) Sass
7 9 (3.37%) Vuex
8 7 (2.62%) AngularJS
8 7 (2.62%) Node.js
9 6 (2.25%) JSON
10 5 (1.87%) Web Services
10 5 (1.87%) XML
11 4 (1.50%) ASP.NET
11 4 (1.50%) Laravel
Miscellaneous
1 77 (28.84%) Analytical Skills
2 21 (7.87%) User Experience
3 12 (4.49%) Enterprise Software
4 11 (4.12%) CMDB
4 11 (4.12%) Virtual Team
5 10 (3.75%) Management Information System
6 8 (3.00%) Mobile App
7 7 (2.62%) Data Centre
7 7 (2.62%) EPoS
8 6 (2.25%) Clustering
8 6 (2.25%) Data Structures
9 5 (1.87%) Greenfield Project
9 5 (1.87%) Internet of Things
9 5 (1.87%) Self-Motivation
10 4 (1.50%) Algorithms
10 4 (1.50%) Linux Command Line
11 2 (0.75%) Life Science
11 2 (0.75%) PlayStation
11 2 (0.75%) Private Cloud
11 2 (0.75%) Social Media
Operating Systems
1 9 (3.37%) Windows
1 9 (3.37%) Windows Server
2 8 (3.00%) Linux
3 3 (1.12%) Android
3 3 (1.12%) Apple iOS
4 1 (0.37%) HPUX
Processes & Methodologies
1 79 (29.59%) Business Intelligence
2 67 (25.09%) Agile Software Development
3 61 (22.85%) Data Analytics
4 54 (20.22%) Migration
5 53 (19.85%) Machine Learning
6 43 (16.10%) Enterprise Architecture
7 40 (14.98%) DevOps
8 34 (12.73%) ETL
9 33 (12.36%) Visualisation
10 31 (11.61%) Data Modelling
11 28 (10.49%) Problem-Solving
12 27 (10.11%) TOGAF
13 25 (9.36%) Data Engineering
14 23 (8.61%) Microservices
15 21 (7.87%) Data Analysis
15 21 (7.87%) Data Science
16 20 (7.49%) Artificial Intelligence
17 19 (7.12%) Data Transformation
18 18 (6.74%) Data Management
18 18 (6.74%) Use Case
Programming Languages
1 95 (35.58%) SQL
2 86 (32.21%) Python
3 47 (17.60%) R
4 38 (14.23%) JavaScript
5 29 (10.86%) C#
6 15 (5.62%) TypeScript
7 12 (4.49%) Java
7 12 (4.49%) PowerShell
8 11 (4.12%) PHP
9 10 (3.75%) T-SQL
10 8 (3.00%) Go
11 7 (2.62%) Bash Shell
12 4 (1.50%) Groovy
12 4 (1.50%) MATLAB
12 4 (1.50%) Ruby
13 3 (1.12%) C
13 3 (1.12%) C++
14 2 (0.75%) VB
15 1 (0.37%) Perl
15 1 (0.37%) VBA
Qualifications
1 22 (8.24%) Degree
2 13 (4.87%) Security Cleared
3 9 (3.37%) SC Cleared
4 5 (1.87%) Computer Science Degree
4 5 (1.87%) Microsoft Certification
5 4 (1.50%) HNC
5 4 (1.50%) IIBA
6 3 (1.12%) TOGAF Certification
7 2 (0.75%) SAP Certification
8 1 (0.37%) CCNA
8 1 (0.37%) CCNP
8 1 (0.37%) Cisco Certification
8 1 (0.37%) JNCIA
8 1 (0.37%) JNCIP
8 1 (0.37%) JNCIS
8 1 (0.37%) Master's Degree
8 1 (0.37%) MBA
8 1 (0.37%) PhD
8 1 (0.37%) Postgraduate
Quality Assurance & Compliance
1 14 (5.24%) Data Quality
2 9 (3.37%) QA
3 4 (1.50%) PMO
4 1 (0.37%) ISO 9001
4 1 (0.37%) ISO/IEC 27001
System Software
1 27 (10.11%) Docker
2 7 (2.62%) Active Directory
3 6 (2.25%) Hyper-V
3 6 (2.25%) Virtual Machines
Systems Management
1 29 (10.86%) Kubernetes
2 12 (4.49%) Ansible
3 6 (2.25%) Puppet
3 6 (2.25%) SCVMM
4 5 (1.87%) Terraform
5 4 (1.50%) Grafana
5 4 (1.50%) Opscode Chef
5 4 (1.50%) Prometheus
6 2 (0.75%) FTK
Vendors
1 68 (25.47%) Microsoft
2 62 (23.22%) Databricks
3 38 (14.23%) Sparx
4 25 (9.36%) Tableau
5 14 (5.24%) Google
6 11 (4.12%) ServiceNow
7 9 (3.37%) Oracle
7 9 (3.37%) Salesforce.com
7 9 (3.37%) SAP
8 7 (2.62%) Adobe
9 6 (2.25%) Capita
9 6 (2.25%) PlateSpin
9 6 (2.25%) VirtaMove
10 4 (1.50%) Cognos
10 4 (1.50%) Jitterbit
10 4 (1.50%) New Relic
10 4 (1.50%) SaltStack
11 3 (1.12%) Zend
12 1 (0.37%) Juniper
12 1 (0.37%) Sun