Period
to 18 January 2020

The following table provides summary statistics for permanent job vacancies advertised in Cheshire 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 18 January 2020 with a comparison to the same period in the previous 2 years.

Analytics
North West > Cheshire
6 months to
18 Jan 2020
Same period 2019 Same period 2018
Rank 66 58 70
Rank change year-on-year -8 +12 +23
Permanent jobs citing Analytics 60 90 130
As % of all permanent IT jobs advertised in Cheshire 3.71% 4.21% 4.00%
As % of the Processes & Methodologies category 4.09% 4.47% 4.37%
Number of salaries quoted 28 96 111
Cheshire median annual salary £40,000 £55,000 £43,000
Median salary % change year-on-year -27.27% +27.91% +17.81%
10th Percentile £22,500 £39,125 £26,250
90th Percentile £60,375 £72,500 £60,000
North West median annual salary £47,500 £48,513 £45,000
% change year-on-year -2.09% +7.81% +12.50%

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 Cheshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Cheshire
Permanent vacancies with a requirement for process or methodology skills 1,467 2,015 2,973
As % of all permanent IT jobs advertised in Cheshire 90.67% 94.20% 91.56%
Number of salaries quoted 1,165 1,510 2,223
Cheshire median annual salary £42,500 £45,000 £45,000
Median salary % change year-on-year -5.56% - +20.00%
10th Percentile £23,500 £26,250 £27,500
90th Percentile £63,750 £70,000 £66,250
North West median annual salary £45,000 £45,000 £45,000

Analytics
Job Vacancy Trend in Cheshire

Job postings citing Analytics as a percentage of all IT jobs advertised in Cheshire.

Job vacancy trend for Analytics in Cheshire

Analytics
Salary Trend in Cheshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Analytics in Cheshire.

Salary trend for Analytics in Cheshire

Analytics
Salary Histogram in Cheshire

The salary distribution of IT jobs citing Analytics in Cheshire over the 6 months to 18 January 2020.

Salary histogram for Analytics in Cheshire

Analytics
Job Locations in Cheshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytics within the Cheshire region over the 6 months to 18 January 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
Warrington 0 22 £25,000 -44.44% 12
Chester -25 9 £30,000 -45.45% 4
Knutsford +18 4 £42,500 -
Wilmslow - 4 £60,000 -
Crewe - 2 £47,500 - 1
Analytics
North West

For the 6 months to 18 January 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 Cheshire region with a requirement for Analytics.

1 26 (43.33%) Agile Software Development
2 18 (30.00%) JavaScript
3 17 (28.33%) Data Analytics
4 16 (26.67%) Business Intelligence
5 15 (25.00%) Visualisation
6 14 (23.33%) Data Visualisation
6 14 (23.33%) Big Data
6 14 (23.33%) ETL
6 14 (23.33%) Data Science
7 13 (21.67%) SQL
7 13 (21.67%) Workflow
7 13 (21.67%) User Experience
7 13 (21.67%) Social Media
7 13 (21.67%) Mathematics
7 13 (21.67%) Data Integration
8 12 (20.00%) Git (software)
8 12 (20.00%) Node.js
8 12 (20.00%) AngularJS
8 12 (20.00%) Middleware
8 12 (20.00%) HTML
8 12 (20.00%) Java
8 12 (20.00%) Data Analysis
8 12 (20.00%) Artificial Intelligence
8 12 (20.00%) Logistics
9 11 (18.33%) Web Analytics
9 11 (18.33%) e-Health
9 11 (18.33%) Manufacturing
9 11 (18.33%) Data Mining
9 11 (18.33%) SNA
9 11 (18.33%) Internet

Analytics
Co-occurring IT Skills in Cheshire 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 3 (5.00%) NServiceBus
2 2 (3.33%) Apache Spark
3 1 (1.67%) Adobe Experience Manager
3 1 (1.67%) CMS
3 1 (1.67%) Drupal
3 1 (1.67%) nginx
3 1 (1.67%) WordPress
Applications
1 5 (8.33%) Microsoft Excel
2 1 (1.67%) InVision
2 1 (1.67%) Microsoft PowerPoint
Business Applications
1 2 (3.33%) Cognos Controller
1 2 (3.33%) Cognos TM1
2 1 (1.67%) WebTrends
Cloud Services
1 11 (18.33%) Power Platform
2 10 (16.67%) Azure
3 9 (15.00%) Google Analytics
4 6 (10.00%) PaaS
5 5 (8.33%) AWS
6 2 (3.33%) Dynamics 365
7 1 (1.67%) AdWords
7 1 (1.67%) Amazon Kinesis
7 1 (1.67%) Amazon S3
7 1 (1.67%) AWS Lambda
7 1 (1.67%) GCP
7 1 (1.67%) Google Tag Manager
7 1 (1.67%) npm
7 1 (1.67%) Office 365
7 1 (1.67%) SaaS
7 1 (1.67%) Serverless
Communications & Networking
1 11 (18.33%) Internet
1 11 (18.33%) SNA
2 1 (1.67%) DHCP
2 1 (1.67%) DNS
2 1 (1.67%) HTTP
2 1 (1.67%) Intranet
2 1 (1.67%) MPLS
2 1 (1.67%) SMTP
2 1 (1.67%) SSH
2 1 (1.67%) TCP/IP
2 1 (1.67%) WAN
Database & Business Intelligence
1 14 (23.33%) Big Data
2 11 (18.33%) Data Mining
2 11 (18.33%) Power BI
3 10 (16.67%) SQL Server
4 5 (8.33%) Data Warehouse
5 3 (5.00%) MySQL
5 3 (5.00%) SQL Server Integration Services
5 3 (5.00%) SQL Server Reporting Services
6 2 (3.33%) Data Lake
6 2 (3.33%) Looker
6 2 (3.33%) MongoDB
7 1 (1.67%) Amazon Athena
7 1 (1.67%) Amazon Redshift
7 1 (1.67%) Apache Hive
7 1 (1.67%) BigQuery
7 1 (1.67%) NoSQL
7 1 (1.67%) Pentaho
7 1 (1.67%) Presto
7 1 (1.67%) Qlik Sense
7 1 (1.67%) RavenDB
Development Applications
1 12 (20.00%) Git (software)
2 1 (1.67%) Axure RP
2 1 (1.67%) Bitbucket Server
2 1 (1.67%) Jasmine
2 1 (1.67%) JIRA
2 1 (1.67%) PHPUnit
2 1 (1.67%) webpack
2 1 (1.67%) Xcode
General
1 11 (18.33%) Law
1 11 (18.33%) Manufacturing
2 10 (16.67%) Pharmaceutical
3 6 (10.00%) Marketing
4 4 (6.67%) Retail
5 3 (5.00%) Advertising
6 1 (1.67%) Banking
6 1 (1.67%) Brand Awareness
6 1 (1.67%) Corporate Banking
6 1 (1.67%) Games
6 1 (1.67%) Legal
6 1 (1.67%) Police
Job Titles
1 19 (31.67%) Developer
2 16 (26.67%) Analyst
3 11 (18.33%) Full Stack Developer
3 11 (18.33%) Java Developer
3 11 (18.33%) Java Engineer
3 11 (18.33%) JavaScript Developer
3 11 (18.33%) JavaScript Engineer
4 9 (15.00%) Web Analyst
5 8 (13.33%) Insight Analyst
6 7 (11.67%) Architect
7 6 (10.00%) Software Architect
8 4 (6.67%) Project Manager
8 4 (6.67%) Software Manager
8 4 (6.67%) Software Project Manager
8 4 (6.67%) Support Manager
8 4 (6.67%) Technical Leader
9 3 (5.00%) Business Intelligence Analyst
9 3 (5.00%) Business Intelligence Developer
9 3 (5.00%) Lead Developer
9 3 (5.00%) Technical Developer
Libraries, Frameworks & Software Standards
1 12 (20.00%) AngularJS
1 12 (20.00%) HTML
1 12 (20.00%) Middleware
1 12 (20.00%) Node.js
2 11 (18.33%) Natural Language Processing
3 9 (15.00%) CSS
4 4 (6.67%) .NET
4 4 (6.67%) .NET Framework
4 4 (6.67%) ASP.NET
4 4 (6.67%) ASP.NET MVC
4 4 (6.67%) ASP.NET Web API
5 3 (5.00%) HTML5
5 3 (5.00%) MSMQ
6 2 (3.33%) REST
7 1 (1.67%) .NET Core
7 1 (1.67%) Angular 2
7 1 (1.67%) Elastic Stack
7 1 (1.67%) gRPC
7 1 (1.67%) Pandas
7 1 (1.67%) React Native
Miscellaneous
1 13 (21.67%) Social Media
1 13 (21.67%) User Experience
2 11 (18.33%) Algorithms
2 11 (18.33%) e-Health
2 11 (18.33%) Internet of Things
2 11 (18.33%) Management Information System
2 11 (18.33%) Social Network
3 8 (13.33%) Analytical Skills
3 8 (13.33%) Data Structures
4 3 (5.00%) Analytical Mindset
4 3 (5.00%) Blog
4 3 (5.00%) Mobile App
5 2 (3.33%) IVR
5 2 (3.33%) Renewable Energy
5 2 (3.33%) Virtual Team
6 1 (1.67%) Data Centre
6 1 (1.67%) Greenfield Project
Operating Systems
1 2 (3.33%) Android
1 2 (3.33%) Apple iOS
1 2 (3.33%) Linux
2 1 (1.67%) Windows
Processes & Methodologies
1 26 (43.33%) Agile Software Development
2 17 (28.33%) Data Analytics
3 16 (26.67%) Business Intelligence
4 15 (25.00%) Visualisation
5 14 (23.33%) Data Science
5 14 (23.33%) Data Visualisation
5 14 (23.33%) ETL
6 13 (21.67%) Data Integration
6 13 (21.67%) Mathematics
6 13 (21.67%) Workflow
7 12 (20.00%) Artificial Intelligence
7 12 (20.00%) Data Analysis
7 12 (20.00%) Logistics
8 11 (18.33%) Complex Event Processing
8 11 (18.33%) Predictive Analytics
8 11 (18.33%) Web Analytics
9 8 (13.33%) Problem-Solving
9 8 (13.33%) Project Management
10 7 (11.67%) Actionable Insight
10 7 (11.67%) Stakeholder Management
Programming Languages
1 18 (30.00%) JavaScript
2 13 (21.67%) SQL
3 12 (20.00%) Java
4 3 (5.00%) Python
5 2 (3.33%) PHP
5 2 (3.33%) T-SQL
6 1 (1.67%) Bash Shell
6 1 (1.67%) C#
6 1 (1.67%) ES6
6 1 (1.67%) ES7
6 1 (1.67%) F#
6 1 (1.67%) Go
6 1 (1.67%) Scala
Qualifications
1 7 (11.67%) Degree
2 6 (10.00%) PhD
3 1 (1.67%) CISA
3 1 (1.67%) CISM
3 1 (1.67%) CISMP
3 1 (1.67%) CISSP
3 1 (1.67%) Numerate Degree
3 1 (1.67%) SC Cleared
3 1 (1.67%) Security Cleared
Quality Assurance & Compliance
1 3 (5.00%) Data Quality
1 3 (5.00%) QA
2 1 (1.67%) ISO/IEC 27001
2 1 (1.67%) NIST
2 1 (1.67%) PCI DSS
2 1 (1.67%) SLA
System Software
1 1 (1.67%) Docker
Vendors
1 10 (16.67%) Google
2 6 (10.00%) Microsoft
3 4 (6.67%) Tableau
4 3 (5.00%) Cognos
5 2 (3.33%) Facebook
5 2 (3.33%) Instagram
6 1 (1.67%) Adobe
6 1 (1.67%) Apple
6 1 (1.67%) IBM
6 1 (1.67%) Informatica
6 1 (1.67%) SAP
6 1 (1.67%) Screaming Frog
6 1 (1.67%) Talend