Period
to

The following table provides summary statistics for permanent job vacancies advertised in the Midlands 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 19 May 2022 with a comparison to the same period in the previous 2 years.

Analytics
England > Midlands
6 months to
19 May 2022
Same period 2021 Same period 2020
Rank 32 36 43
Rank change year-on-year +4 +7 +2
Permanent jobs citing Analytics 716 454 378
As % of all permanent jobs advertised in the Midlands 6.53% 5.64% 5.06%
As % of the Processes & Methodologies category 7.01% 6.16% 5.53%
Number of salaries quoted 398 343 282
10th Percentile £31,250 £29,000 £27,500
25th Percentile £43,188 £38,000 £36,250
Median annual salary (50th Percentile) £55,000 £50,000 £50,000
Median % change year-on-year +10.00% - +17.65%
75th Percentile £67,500 £65,000 £67,500
90th Percentile £77,875 £72,400 £81,250
England median annual salary £65,000 £60,000 £62,500
% change year-on-year +8.33% -4.00% +4.17%

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 Midlands with a requirement for process or methodology skills.

All Process and Methodology Skills
Midlands
Permanent vacancies with a requirement for process or methodology skills 10,218 7,370 6,840
As % of all permanent IT jobs advertised in the Midlands 93.14% 91.63% 91.49%
Number of salaries quoted 6,776 5,714 5,699
10th Percentile £29,750 £28,750 £26,750
25th Percentile £37,500 £36,250 £34,375
Median annual salary (50th Percentile) £50,000 £47,000 £45,000
Median % change year-on-year +6.38% +4.44% +2.72%
75th Percentile £64,000 £58,873 £58,750
90th Percentile £77,500 £72,500 £72,500
England median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +4.76%

Analytics
Job Vacancy Trend in the Midlands

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

Job vacancy trend for Analytics in the Midlands

Analytics
Salary Trend in the Midlands

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

Salary trend for Analytics in the Midlands

Analytics
Salary Histogram in the Midlands

Salary distribution for jobs citing Analytics in the Midlands over the 6 months to 19 May 2022.

Salary histogram for Analytics in the Midlands

Analytics
Job Locations in the Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytics within the Midlands region over the 6 months to 19 May 2022. 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
West Midlands +1 481 £53,500 +1.90% 62
East Midlands +29 233 £57,000 +34.12% 37
Analytics
England

For the 6 months to 19 May 2022, 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 Midlands region with a requirement for Analytics.

1 316 (44.13%) SQL
2 241 (33.66%) Azure
3 233 (32.54%) Business Intelligence
4 214 (29.89%) Agile
5 200 (27.93%) Python
6 192 (26.82%) Data Analytics
7 184 (25.70%) Power Platform
8 179 (25.00%) Social Skills
8 179 (25.00%) Data Modelling
9 172 (24.02%) Power BI
10 159 (22.21%) Problem-Solving
11 154 (21.51%) ETL
11 154 (21.51%) Microsoft
12 140 (19.55%) Finance
13 138 (19.27%) Data Warehouse
14 136 (18.99%) Analytical Skills
15 132 (18.44%) Data Engineering
16 113 (15.78%) Google
17 108 (15.08%) SQL Server
18 107 (14.94%) Data Analysis
19 106 (14.80%) Visualisation
20 103 (14.39%) Data Science
21 95 (13.27%) AWS
21 95 (13.27%) Data Lake
22 94 (13.13%) Machine Learning
23 88 (12.29%) SQL Server Integration Services
24 86 (12.01%) Stakeholder Management
25 82 (11.45%) Degree
26 80 (11.17%) Tableau
27 79 (11.03%) Marketing

Analytics
Co-occurring IT Skills in the Midlands 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 41 (5.73%) Apache Spark
2 30 (4.19%) Apache
3 28 (3.91%) Confluence
4 24 (3.35%) SharePoint
5 23 (3.21%) CMS
6 22 (3.07%) Elasticsearch
7 20 (2.79%) Apache Airflow
8 13 (1.82%) SAS
9 10 (1.40%) ThingWorx
10 5 (0.70%) Adobe Experience Manager
11 4 (0.56%) ArcGIS
12 3 (0.42%) Anypoint
13 1 (0.14%) BizTalk Server
13 1 (0.14%) Drupal
13 1 (0.14%) EPiServer
13 1 (0.14%) IIS
13 1 (0.14%) Jupyter
13 1 (0.14%) Mule
13 1 (0.14%) Umbraco
13 1 (0.14%) WordPress
Applications
1 46 (6.42%) Microsoft Excel
2 29 (4.05%) Microsoft Office
3 24 (3.35%) Spreadsheet
4 14 (1.96%) Photoshop
4 14 (1.96%) Sketch
5 12 (1.68%) Microsoft PowerPoint
6 9 (1.26%) MS Visio
7 7 (0.98%) Adobe Creative Suite
8 6 (0.84%) Microsoft Project
9 2 (0.28%) Adobe XD
9 2 (0.28%) SPSS
10 1 (0.14%) Adobe Illustrator
10 1 (0.14%) Chatbot
10 1 (0.14%) InVision
Business Applications
1 12 (1.68%) Dynamics AX
2 6 (0.84%) NetSuite
3 5 (0.70%) Dynamics CRM
4 1 (0.14%) assyst
4 1 (0.14%) FastStats
4 1 (0.14%) Magento
4 1 (0.14%) Maximo
4 1 (0.14%) ResourceLink
4 1 (0.14%) SAP Business One
4 1 (0.14%) Shopify
Cloud Services
1 241 (33.66%) Azure
2 184 (25.70%) Power Platform
3 95 (13.27%) AWS
4 75 (10.47%) GCP
5 55 (7.68%) Google Analytics
6 44 (6.15%) Azure Data Factory
7 27 (3.77%) Snowflake
8 26 (3.63%) Azure Cosmos DB
9 25 (3.49%) Serverless
10 24 (3.35%) Matillion
11 21 (2.93%) Dynamics 365
12 20 (2.79%) Azure Synapse Analytics
13 18 (2.51%) Google Tag Manager
14 17 (2.37%) GitHub
15 16 (2.23%) PaaS
15 16 (2.23%) SaaS
16 15 (2.09%) Azure Functions
17 13 (1.82%) Figma
17 13 (1.82%) Microsoft 365
17 13 (1.82%) Miro
Communications & Networking
1 48 (6.70%) Firewall
2 41 (5.73%) TCP/IP
3 40 (5.59%) Cisco ASA
4 27 (3.77%) Internet
5 5 (0.70%) DHCP
6 4 (0.56%) DNS
6 4 (0.56%) HTTP
7 3 (0.42%) AMQP
7 3 (0.42%) VPN
8 2 (0.28%) LAN
8 2 (0.28%) VLAN
8 2 (0.28%) WAN
8 2 (0.28%) Wi-Fi
9 1 (0.14%) Broadband
9 1 (0.14%) Network Security
9 1 (0.14%) RFID
9 1 (0.14%) SAN
9 1 (0.14%) SMS
9 1 (0.14%) SSL
9 1 (0.14%) TETRA
Database & Business Intelligence
1 172 (24.02%) Power BI
2 138 (19.27%) Data Warehouse
3 108 (15.08%) SQL Server
4 95 (13.27%) Data Lake
5 88 (12.29%) SQL Server Integration Services
6 80 (11.17%) Tableau
7 62 (8.66%) SQL Server Reporting Services
8 50 (6.98%) SQL Server Analysis Services
9 45 (6.28%) NoSQL
10 44 (6.15%) Big Data
11 42 (5.87%) Hadoop
12 36 (5.03%) Azure SQL Database
13 28 (3.91%) MySQL
14 27 (3.77%) Star Schema
15 24 (3.35%) Looker
16 20 (2.79%) BigQuery
16 20 (2.79%) Relational Database
17 17 (2.37%) Data Vault
18 16 (2.23%) Metadata
19 15 (2.09%) Apache Hive
Development Applications
1 49 (6.84%) JIRA
2 34 (4.75%) Git (software)
3 23 (3.21%) GitLab
4 14 (1.96%) SQL Server Management Studio (SSMS)
5 10 (1.40%) Jenkins
6 9 (1.26%) Visual Studio
7 6 (0.84%) Bitbucket
8 5 (0.70%) Selenium
8 5 (0.70%) SonarQube
9 3 (0.42%) Maven
10 2 (0.28%) Eclipse
10 2 (0.28%) ERwin
10 2 (0.28%) Octopus Deploy
10 2 (0.28%) RStudio
10 2 (0.28%) SpecFlow
10 2 (0.28%) Subversion
10 2 (0.28%) TeamCity
11 1 (0.14%) Appium
11 1 (0.14%) JIRA Agile
11 1 (0.14%) Sonatype Nexus
General
1 179 (25.00%) Social Skills
2 140 (19.55%) Finance
3 136 (18.99%) Analytical Skills
4 79 (11.03%) Marketing
5 52 (7.26%) Retail
6 45 (6.28%) Law
7 39 (5.45%) Automotive
8 34 (4.75%) Publishing
9 33 (4.61%) Public Sector
10 31 (4.33%) Manufacturing
11 26 (3.63%) Presentation Skills
12 23 (3.21%) Influencing Skills
13 21 (2.93%) Banking
14 18 (2.51%) Local Government
15 17 (2.37%) Organisational Skills
16 15 (2.09%) Games
16 15 (2.09%) Inclusion and Diversity
17 14 (1.96%) Back Office
18 13 (1.82%) Legal
19 12 (1.68%) Telecoms
Job Titles
1 144 (20.11%) Data Engineer
2 101 (14.11%) Analyst
2 101 (14.11%) Developer
3 66 (9.22%) Architect
4 36 (5.03%) Data Analyst
5 35 (4.89%) Consultant
6 30 (4.19%) Data Architect
7 28 (3.91%) Senior Data Engineer
8 26 (3.63%) Business Intelligence Developer
9 25 (3.49%) Data Manager
10 23 (3.21%) Business Analyst
11 21 (2.93%) Solutions Architect
12 20 (2.79%) Product Manager
13 19 (2.65%) Business Intelligence Analyst
13 19 (2.65%) Network Architect
14 18 (2.51%) Administrator
14 18 (2.51%) Senior Developer
15 17 (2.37%) Analytics Manager
15 17 (2.37%) Software Engineer
16 16 (2.23%) Data Scientist
Libraries, Frameworks & Software Standards
1 47 (6.56%) CSS
1 47 (6.56%) HTML
2 25 (3.49%) Web Services
3 21 (2.93%) XML
4 19 (2.65%) HTML5
4 19 (2.65%) Sass
5 18 (2.51%) .NET
6 16 (2.23%) PySpark
7 15 (2.09%) REST
8 14 (1.96%) Ajax
9 13 (1.82%) Material Design
9 13 (1.82%) React
10 12 (1.68%) CSS3
10 12 (1.68%) XHTML
11 11 (1.54%) .NET Core
12 10 (1.40%) .NET Framework
12 10 (1.40%) Kafka
13 9 (1.26%) JSON
14 8 (1.12%) RESTful
14 8 (1.12%) SOAP
Miscellaneous
1 42 (5.87%) Data Structures
2 36 (5.03%) Management Information System
3 35 (4.89%) User Experience
4 24 (3.35%) IoT
5 21 (2.93%) Self-Motivation
6 16 (2.23%) NHS
7 14 (1.96%) Housing Association
8 13 (1.82%) Virtual Team
9 12 (1.68%) Graphic Design
9 12 (1.68%) W3C
10 11 (1.54%) Cloud Native
11 10 (1.40%) Augmented Reality
11 10 (1.40%) Industrial Internet of Things
11 10 (1.40%) Mobile App
12 9 (1.26%) Algorithms
12 9 (1.26%) Greenfield Project
12 9 (1.26%) Public Cloud
13 8 (1.12%) Legacy Systems
14 7 (0.98%) Enterprise Software
14 7 (0.98%) Replication
Operating Systems
1 21 (2.93%) Linux
2 10 (1.40%) Unix
3 8 (1.12%) Windows
4 4 (0.56%) Windows Server
5 2 (0.28%) Apple iOS
5 2 (0.28%) VMS
5 2 (0.28%) Windows Server 2016
5 2 (0.28%) Windows Server 2019
6 1 (0.14%) Android
6 1 (0.14%) Debian
6 1 (0.14%) Ubuntu
6 1 (0.14%) Windows 10
6 1 (0.14%) Windows Server 2008
6 1 (0.14%) Windows Server 2012
Processes & Methodologies
1 233 (32.54%) Business Intelligence
2 214 (29.89%) Agile
3 192 (26.82%) Data Analytics
4 179 (25.00%) Data Modelling
5 159 (22.21%) Problem-Solving
6 154 (21.51%) ETL
7 132 (18.44%) Data Engineering
8 107 (14.94%) Data Analysis
9 106 (14.80%) Visualisation
10 103 (14.39%) Data Science
11 94 (13.13%) Machine Learning
12 86 (12.01%) Stakeholder Management
13 79 (11.03%) Data Management
14 78 (10.89%) Data Pipeline
15 73 (10.20%) Data Architecture
16 68 (9.50%) Scrum
17 62 (8.66%) Data Integration
18 61 (8.52%) Project Delivery
19 60 (8.38%) CI/CD
20 59 (8.24%) Project Management
Programming Languages
1 316 (44.13%) SQL
2 200 (27.93%) Python
3 77 (10.75%) Java
4 55 (7.68%) JavaScript
5 48 (6.70%) T-SQL
6 33 (4.61%) C#
7 31 (4.33%) R
8 30 (4.19%) PowerShell
9 27 (3.77%) PHP
10 22 (3.07%) Scala
11 17 (2.37%) C++
12 14 (1.96%) PL/SQL
13 12 (1.68%) Data Analysis Expressions (DAX)
14 11 (1.54%) VBA
15 10 (1.40%) C
15 10 (1.40%) TypeScript
16 6 (0.84%) HiveQL
17 4 (0.56%) Bash
18 3 (0.42%) DataWeave
18 3 (0.42%) XPath
Qualifications
1 82 (11.45%) Degree
2 68 (9.50%) Security Cleared
3 41 (5.73%) Cisco Certification
4 40 (5.59%) DV Cleared
5 23 (3.21%) CCNP
5 23 (3.21%) Numerate Degree
6 18 (2.51%) CCNA
7 13 (1.82%) SC Cleared
8 8 (1.12%) Computer Science Degree
9 6 (0.84%) TOGAF Certification
10 4 (0.56%) Microsoft Certification
11 3 (0.42%) DBS Check
12 2 (0.28%) Master's Degree
13 1 (0.14%) ACCA
13 1 (0.14%) AWS Certification
13 1 (0.14%) CompTIA Security+
13 1 (0.14%) HNC
13 1 (0.14%) ISTQB Foundation Certification
13 1 (0.14%) MBA
13 1 (0.14%) PhD
Quality Assurance & Compliance
1 55 (7.68%) Data Quality
2 40 (5.59%) JSP 440
3 22 (3.07%) Accessibility
4 21 (2.93%) GDPR
5 12 (1.68%) QA
5 12 (1.68%) WCAG
6 10 (1.40%) PMO
7 3 (0.42%) ISO/IEC 27001
7 3 (0.42%) SLA
8 2 (0.28%) GRC
8 2 (0.28%) GxP
9 1 (0.14%) ITGC
9 1 (0.14%) PCI DSS
9 1 (0.14%) SOC 2
System Software
1 28 (3.91%) Docker
2 12 (1.68%) Virtual Machines
3 9 (1.26%) Active Directory
4 6 (0.84%) HDFS
5 2 (0.28%) XenApp
6 1 (0.14%) Microsoft App-V
6 1 (0.14%) Virtual Desktop
6 1 (0.14%) VMware Infrastructure
Systems Management
1 36 (5.03%) Kubernetes
2 10 (1.40%) Ansible
3 9 (1.26%) Terraform
4 6 (0.84%) Microsoft Intune
4 6 (0.84%) Oozie
4 6 (0.84%) Prometheus
5 5 (0.70%) Grafana
6 2 (0.28%) FortiGate
6 2 (0.28%) Istio
6 2 (0.28%) SCCM
6 2 (0.28%) Tivoli Storage Manager
7 1 (0.14%) Control-M
7 1 (0.14%) Systems Management Server (SMS)
7 1 (0.14%) WSUS
Vendors
1 154 (21.51%) Microsoft
2 113 (15.78%) Google
3 47 (6.56%) Adobe
3 47 (6.56%) Oracle
4 46 (6.42%) Databricks
5 43 (6.01%) Cisco
6 40 (5.59%) Palo Alto
6 40 (5.59%) SolarWinds
7 28 (3.91%) Salesforce.com
8 25 (3.49%) SAP
9 16 (2.23%) Cognos
10 15 (2.09%) Netezza
11 12 (1.68%) NEC
12 10 (1.40%) PTC
13 9 (1.26%) Talend
14 8 (1.12%) Civica
15 7 (0.98%) Alteryx
15 7 (0.98%) Informatica
15 7 (0.98%) MuleSoft
16 6 (0.84%) Marketo