Period
to 22 April 2018

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 22 April 2018 with a comparison to the same period in the previous 2 years.

Analytics
North West > Cheshire
6 months to
22 Apr 2018
Same period 2017 Same period 2016
Rank 84 104 66
Rank change year-on-year +20 -38 +41
Permanent jobs citing Analytics 106 41 93
As % of all permanent IT jobs advertised in Cheshire 3.15% 1.82% 3.64%
As % of the Processes & Methodologies category 3.43% 2.04% 4.16%
Number of salaries quoted 95 41 93
Cheshire median annual salary £45,000 £36,500 £40,000
Median salary % change year-on-year +23.29% -8.75% +14.29%
10th Percentile £26,550 £31,250 £27,500
90th Percentile £71,400 £65,000 £65,000
North West median annual salary £47,500 £40,000 £42,500
% change year-on-year +18.75% -5.88% +6.25%

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 3,092 2,010 2,235
As % of all permanent IT jobs advertised in Cheshire 91.94% 89.17% 87.44%
Number of salaries quoted 2,255 1,570 1,910
Cheshire median annual salary £45,000 £40,000 £38,500
Median salary % change year-on-year +12.50% +3.90% -3.75%
10th Percentile £27,750 £25,000 £22,000
90th Percentile £67,500 £61,250 £56,025
North West median annual salary £45,000 £40,000 £40,000
% change year-on-year +12.50% - -

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 22 April 2018.

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 22 April 2018. 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 +19 35 £45,000 +24.14% 4
Chester +2 24 £45,000 +5.88% 4
Knutsford -28 10 £50,000 -
Macclesfield +3 7 £28,000 -1.75%
Runcorn +3 3 £28,750 - 1
Northwich - 3 £37,500 -
Wilmslow +5 2 £67,500 +92.86%
Daresbury - 1 £47,500 -
Alderley Edge - 1 - -
Ellesmere Port - 1 £82,500 -
Analytics
North West

For the 6 months to 22 April 2018, 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 54 (50.94%) SQL
2 48 (45.28%) Business Intelligence
3 38 (35.85%) Finance
4 29 (27.36%) Agile Software Development
5 28 (26.42%) Visualisation
6 26 (24.53%) Big Data
6 26 (24.53%) SQL Server Reporting Services
7 24 (22.64%) Data Analysis
8 23 (21.70%) Data Analytics
9 22 (20.75%) SQL Server Integration Services
9 22 (20.75%) SQL Server
9 22 (20.75%) Data Warehouse
10 21 (19.81%) Power BI
11 20 (18.87%) QlikView
12 19 (17.92%) SQL Server Analysis Services
12 19 (17.92%) Google
12 19 (17.92%) ETL
12 19 (17.92%) Banking
13 16 (15.09%) JavaScript
13 16 (15.09%) Tableau
13 16 (15.09%) Analytical Skills
14 15 (14.15%) Machine Learning
14 15 (14.15%) Marketing
14 15 (14.15%) T-SQL
14 15 (14.15%) Project Management
15 14 (13.21%) HTML
15 14 (13.21%) Degree
15 14 (13.21%) Problem-Solving
16 13 (12.26%) Apache Spark
16 13 (12.26%) Hadoop

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 13 (12.26%) Apache Spark
2 10 (9.43%) SAS
3 4 (3.77%) Elasticsearch
4 2 (1.89%) CMS
4 2 (1.89%) Sitecore CMS
Applications
1 9 (8.49%) Microsoft Excel
2 5 (4.72%) SPSS
3 2 (1.89%) Photoshop
4 1 (0.94%) Stata
Business Applications
1 1 (0.94%) HFM
1 1 (0.94%) SAP CO
1 1 (0.94%) SAP FI
1 1 (0.94%) SAP FI/CO
Cloud Services
1 11 (10.38%) Google Analytics
2 10 (9.43%) Amazon AWS
3 4 (3.77%) GitHub
4 2 (1.89%) AdWords
4 2 (1.89%) CheetahMail
4 2 (1.89%) Google Tag Manager
4 2 (1.89%) Microsoft Azure
4 2 (1.89%) Pure360
4 2 (1.89%) Responsys
4 2 (1.89%) Silverpop
5 1 (0.94%) Amazon S3
5 1 (0.94%) Cloud Computing
5 1 (0.94%) SaaS
Communications & Networking
1 5 (4.72%) Ethernet
2 2 (1.89%) Network Security
2 2 (1.89%) SMS
Database & Business Intelligence
1 26 (24.53%) Big Data
1 26 (24.53%) SQL Server Reporting Services
2 22 (20.75%) Data Warehouse
2 22 (20.75%) SQL Server
2 22 (20.75%) SQL Server Integration Services
3 21 (19.81%) Power BI
4 20 (18.87%) QlikView
5 19 (17.92%) SQL Server Analysis Services
6 13 (12.26%) Hadoop
7 11 (10.38%) Qlik Sense
7 11 (10.38%) SQL Server 2016
8 9 (8.49%) NoSQL
9 7 (6.60%) Data Mining
10 5 (4.72%) Snowflake Schema
11 4 (3.77%) OLAP
12 3 (2.83%) Biml
12 3 (2.83%) Blockchain
12 3 (2.83%) MongoDB
12 3 (2.83%) OLAP Cube
12 3 (2.83%) Spotfire
Development Applications
1 6 (5.66%) Git (software)
2 4 (3.77%) SQL Server Management Studio (SSMS)
3 2 (1.89%) CasperJS
3 2 (1.89%) Octopus Deploy
3 2 (1.89%) Team Foundation Server
3 2 (1.89%) TeamCity
3 2 (1.89%) Visual Studio
4 1 (0.94%) ERwin
General
1 38 (35.85%) Finance
2 19 (17.92%) Banking
3 15 (14.15%) Marketing
4 10 (9.43%) Investment Banking
5 7 (6.60%) Law
5 7 (6.60%) Legal
6 6 (5.66%) Advertising
6 6 (5.66%) Corporate Banking
6 6 (5.66%) Retail Banking
7 5 (4.72%) Retail
8 4 (3.77%) Pharmaceutical
9 2 (1.89%) Digital Economy
9 2 (1.89%) Telecoms
10 1 (0.94%) Automotive
10 1 (0.94%) Games
Job Titles
1 35 (33.02%) Developer
2 25 (23.58%) Business Intelligence Developer
3 23 (21.70%) Analyst
4 10 (9.43%) Business Developer
4 10 (9.43%) SQL BI Developer
4 10 (9.43%) SQL Developer
5 7 (6.60%) Java Developer
6 6 (5.66%) Data Analyst
6 6 (5.66%) Graduate
6 6 (5.66%) Graduate Developer
6 6 (5.66%) Graduate Java Developer
7 5 (4.72%) Business Intelligence Lead
7 5 (4.72%) Lead Developer
7 5 (4.72%) Report Analyst
8 4 (3.77%) Data Scientist
8 4 (3.77%) Information Manager
8 4 (3.77%) Information Security Manager
8 4 (3.77%) Security Manager
8 4 (3.77%) Senior Business Intelligence Developer
8 4 (3.77%) Senior Developer
Libraries, Frameworks & Software Standards
1 14 (13.21%) HTML
2 12 (11.32%) CSS
3 8 (7.55%) AngularJS
3 8 (7.55%) jQuery
3 8 (7.55%) Twitter Bootstrap
4 7 (6.60%) MDX
4 7 (6.60%) XML
5 6 (5.66%) Hibernate
5 6 (5.66%) Kafka
5 6 (5.66%) Node.js
5 6 (5.66%) React
5 6 (5.66%) Spring
6 2 (1.89%) Ajax
6 2 (1.89%) CSS3
6 2 (1.89%) HTML5
6 2 (1.89%) JSON
6 2 (1.89%) KnockoutJS
7 1 (0.94%) .NET
7 1 (0.94%) Natural Language Processing
7 1 (0.94%) Web Services
Miscellaneous
1 16 (15.09%) Analytical Skills
2 8 (7.55%) Management Information System
3 7 (6.60%) Data Structures
4 6 (5.66%) Self-Motivation
4 6 (5.66%) User Experience
5 3 (2.83%) Computer Science
5 3 (2.83%) Mobile App
5 3 (2.83%) Robotics
5 3 (2.83%) Smartphone
5 3 (2.83%) Social Media
6 2 (1.89%) Graphic Design
7 1 (0.94%) Mainframe
Operating Systems
1 3 (2.83%) Android
1 3 (2.83%) Apple iOS
1 3 (2.83%) Unix
2 1 (0.94%) Linux
2 1 (0.94%) Windows
Processes & Methodologies
1 48 (45.28%) Business Intelligence
2 29 (27.36%) Agile Software Development
3 28 (26.42%) Visualisation
4 24 (22.64%) Data Analysis
5 23 (21.70%) Data Analytics
6 19 (17.92%) ETL
7 15 (14.15%) Machine Learning
7 15 (14.15%) Project Management
8 14 (13.21%) Problem-Solving
9 13 (12.26%) Stakeholder Management
10 12 (11.32%) Mathematics
11 11 (10.38%) Data Governance
11 11 (10.38%) Data Modelling
11 11 (10.38%) Statistical Modelling
12 10 (9.43%) Collaborative Working
12 10 (9.43%) Data Visualisation
12 10 (9.43%) Matrix Organization
12 10 (9.43%) Wealth Management
13 9 (8.49%) Mentoring
14 8 (7.55%) Dashboard Development
Programming Languages
1 54 (50.94%) SQL
2 16 (15.09%) JavaScript
3 15 (14.15%) T-SQL
4 11 (10.38%) Java
4 11 (10.38%) Python
4 11 (10.38%) R
5 10 (9.43%) Scala
6 7 (6.60%) VBA
7 3 (2.83%) Data Analysis Expressions (DAX)
7 3 (2.83%) Shell Script
8 2 (1.89%) C#
9 1 (0.94%) C++
9 1 (0.94%) Perl
9 1 (0.94%) PHP
Qualifications
1 14 (13.21%) Degree
2 4 (3.77%) CISM
2 4 (3.77%) CISSP
3 3 (2.83%) CSSLP
3 3 (2.83%) ISEB
3 3 (2.83%) ISTQB
4 1 (0.94%) CIPFA
4 1 (0.94%) CISA
4 1 (0.94%) PhD
4 1 (0.94%) Postgraduate
Quality Assurance & Compliance
1 8 (7.55%) QA
2 4 (3.77%) ISO/IEC 27001
3 3 (2.83%) Data Quality
4 1 (0.94%) Actionable Recommendations
Vendors
1 19 (17.92%) Google
2 16 (15.09%) Tableau
3 11 (10.38%) Microsoft
4 7 (6.60%) Salesforce.com
5 5 (4.72%) Cognos
5 5 (4.72%) Oracle
6 4 (3.77%) Twitter
7 3 (2.83%) Ab Initio
7 3 (2.83%) Alteryx
7 3 (2.83%) Datameer
7 3 (2.83%) Lavastorm
8 2 (1.89%) Adobe
8 2 (1.89%) Hyperion
8 2 (1.89%) Salesforce Marketing Cloud
8 2 (1.89%) Sitecore
8 2 (1.89%) Talend
8 2 (1.89%) Teradata
8 2 (1.89%) Yahoo!
9 1 (0.94%) ParAccel
9 1 (0.94%) Vertica