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 3 months to 25 June 2017 with a comparison to the same period in the previous 2 years.

Analytics
North West / Cheshire
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 76 46 74
Rank change year-on-year -30 +28  
Permanent jobs citing Analytics 41 40 54
As % of all permanent IT jobs advertised in Cheshire 2.84% 4.20% 3.15%
As % of the Processes & Methodologies category 3.24% 4.91% 3.46%
Number of salaries quoted 27 35 33
Median salary £40,000 £35,000 £40,000
Median salary % change year-on-year +14.28% -12.50%  
90% offered a salary of more than £30,900 £28,100 £31,300
10% offered a salary of more than £80,000 £42,500 £62,000
UK excluding London median salary £47,000 £45,000 £42,500
% change year-on-year +4.44% +5.88%  

Analytics is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cheshire with a requirement for process and methodology skills.

Process & Methodology Skills
Cheshire
Permanent job vacancies with a requirement for process and methodology skills 1267 814 1559
As % of all permanent IT job vacancies advertised in Cheshire 87.68% 85.41% 90.85%
Number of salaries quoted 928 700 1232
Median salary £42,500 £37,500 £40,000
Median salary % change year-on-year +13.33% -6.25%  
90% offered a salary of more than £29,400 £25,000 £27,500
10% offered a salary of more than £60,000 £60,000 £55,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Analytics
Job Vacancy Trend in Cheshire

The job posting trend of jobs advertised in Cheshire citing Analytics as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

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 3 months to 25 June 2017.

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 3 months to 25 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Knutsford -28 10 - - 3
Warrington -3 9 £40,000 -38.46% 1
Chester -17 6 £45,000 +20.00% 2
Runcorn -6 4 £27,500 +19.56%
Wilmslow - 1 £35,000 -
Analytics
North West

For the 6 months to 25 June 2017, IT jobs citing Analytics also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Cheshire region with a requirement for Analytics.

1 41 (77.36%) SQL
2 33 (62.26%) Business Intelligence
3 19 (35.85%) ETL
3 19 (35.85%) Data Analytics
4 17 (32.08%) SQL Server Reporting Services
5 16 (30.19%) SQL Server
6 15 (28.30%) Hadoop
7 14 (26.42%) Data Warehouse
7 14 (26.42%) Microsoft
8 13 (24.53%) Finance
9 12 (22.64%) SQL Server Integration Services
9 12 (22.64%) Big Data
10 11 (20.75%) T-SQL
11 10 (18.87%) Risk Management
11 10 (18.87%) Kafka
11 10 (18.87%) Apache Spark
12 9 (16.98%) Impala
12 9 (16.98%) Big Data Analytics
12 9 (16.98%) Apache Hive
12 9 (16.98%) Degree
12 9 (16.98%) Microsoft Excel
13 8 (15.09%) Data Analysis
13 8 (15.09%) Agile Software Development
13 8 (15.09%) Data Management
13 8 (15.09%) Tableau
13 8 (15.09%) SQL Server 2012
14 7 (13.21%) Mathematics
14 7 (13.21%) Computer Science
14 7 (13.21%) Banking
14 7 (13.21%) Dynamics NAV

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 10 (18.87%) Apache Spark
2 6 (11.32%) SAS
3 5 (9.43%) Apache Pig
4 2 (3.77%) SharePoint
4 2 (3.77%) SharePoint 2010
5 1 (1.89%) CMS
5 1 (1.89%) JBoss
5 1 (1.89%) Sitefinity
5 1 (1.89%) Tomcat
5 1 (1.89%) WordPress
Applications
1 9 (16.98%) Microsoft Excel
2 3 (5.66%) Microsoft Office
2 3 (5.66%) Microsoft PowerPoint
3 2 (3.77%) SPSS
Business Applications
1 7 (13.21%) Dynamics NAV
2 5 (9.43%) Dynamics CRM
3 1 (1.89%) Oracle Applications
3 1 (1.89%) Sage 200
Cloud Services
1 5 (9.43%) Amazon AWS
2 2 (3.77%) Google Analytics
3 1 (1.89%) AWS Lambda
3 1 (1.89%) Cloud Computing
3 1 (1.89%) Google Cloud Platform
3 1 (1.89%) iPaaS
Communications & Networking
1 1 (1.89%) Network Security
1 1 (1.89%) SMS
1 1 (1.89%) WebEx
Database & Business Intelligence
1 17 (32.08%) SQL Server Reporting Services
2 16 (30.19%) SQL Server
3 15 (28.30%) Hadoop
4 14 (26.42%) Data Warehouse
5 12 (22.64%) Big Data
5 12 (22.64%) SQL Server Integration Services
6 9 (16.98%) Apache Hive
6 9 (16.98%) Impala
7 8 (15.09%) SQL Server 2012
8 6 (11.32%) Crystal Reports
8 6 (11.32%) Power BI
9 5 (9.43%) Amazon DynamoDB
9 5 (9.43%) Data Mining
9 5 (9.43%) HBase
9 5 (9.43%) NoSQL
9 5 (9.43%) Spark SQL
10 4 (7.55%) Enterprise Data Warehouse
10 4 (7.55%) SQL Server Analysis Services
11 3 (5.66%) QlikView
12 2 (3.77%) MongoDB
Development Applications
1 6 (11.32%) Talend Open Studio
2 2 (3.77%) JIRA
2 2 (3.77%) Team Foundation Server
General
1 13 (24.53%) Finance
2 7 (13.21%) Banking
3 6 (11.32%) Legal
4 4 (7.55%) Investment Banking
4 4 (7.55%) Marketing
5 3 (5.66%) Law
6 1 (1.89%) Corporate Banking
6 1 (1.89%) Financial Institution
6 1 (1.89%) French Language
6 1 (1.89%) Pharmaceutical
6 1 (1.89%) Retail
Job Titles
1 22 (41.51%) Analyst
2 14 (26.42%) SQL Analyst
3 13 (24.53%) Developer
4 10 (18.87%) Business Intelligence Analyst
5 6 (11.32%) Analytics Developer
5 6 (11.32%) Business Developer
5 6 (11.32%) Business Intelligence Developer
5 6 (11.32%) Data Engineer
6 5 (9.43%) SQL Data Analyst
7 4 (7.55%) Analyst Developer
7 4 (7.55%) SQL Developer
7 4 (7.55%) Test Analyst
7 4 (7.55%) Test Data Analyst
8 3 (5.66%) Data Analyst
8 3 (5.66%) Excel Analyst
8 3 (5.66%) Report Analyst
8 3 (5.66%) SQL BI Developer
8 3 (5.66%) SQL Reporting Analyst
8 3 (5.66%) SSRS Analyst
8 3 (5.66%) SSRS Developer
Libraries, Frameworks & Software Standards
1 10 (18.87%) Kafka
2 2 (3.77%) .NET
3 1 (1.89%) .NET Framework
3 1 (1.89%) AngularJS
3 1 (1.89%) ASP.NET
3 1 (1.89%) D3.js
3 1 (1.89%) Middleware
3 1 (1.89%) RabbitMQ
3 1 (1.89%) Spark Streaming
3 1 (1.89%) Web Services
3 1 (1.89%) XML
3 1 (1.89%) XSD
3 1 (1.89%) XSLT
Miscellaneous
1 7 (13.21%) Computer Science
1 7 (13.21%) Management Information System
2 6 (11.32%) Analytical Skills
3 1 (1.89%) Contactless
3 1 (1.89%) Data Structures
3 1 (1.89%) FMCG
3 1 (1.89%) Mobile App
3 1 (1.89%) PMI
3 1 (1.89%) Social Media
3 1 (1.89%) User Experience
Operating Systems
1 6 (11.32%) Linux
1 6 (11.32%) Unix
2 1 (1.89%) AIX
2 1 (1.89%) Windows
Processes & Methodologies
1 33 (62.26%) Business Intelligence
2 19 (35.85%) Data Analytics
2 19 (35.85%) ETL
3 10 (18.87%) Risk Management
4 9 (16.98%) Big Data Analytics
5 8 (15.09%) Agile Software Development
5 8 (15.09%) Data Analysis
5 8 (15.09%) Data Management
6 7 (13.21%) CRM
6 7 (13.21%) Mathematics
7 6 (11.32%) Business Analytics
8 5 (9.43%) Data Architecture
8 5 (9.43%) MapReduce
8 5 (9.43%) Service Delivery
8 5 (9.43%) Stakeholder Management
8 5 (9.43%) Statistics
9 4 (7.55%) Logistic Regression
9 4 (7.55%) Machine Learning
9 4 (7.55%) Neural Network
9 4 (7.55%) Wealth Management
Programming Languages
1 41 (77.36%) SQL
2 11 (20.75%) T-SQL
3 7 (13.21%) Python
4 6 (11.32%) R
4 6 (11.32%) VBA
5 4 (7.55%) Shell Script
6 3 (5.66%) Java
7 1 (1.89%) C
7 1 (1.89%) C#
7 1 (1.89%) C++
7 1 (1.89%) Perl
7 1 (1.89%) PHP
7 1 (1.89%) PL/SQL
7 1 (1.89%) VB
Qualifications
1 9 (16.98%) Degree
2 2 (3.77%) Computer Science Degree
3 1 (1.89%) ACCA
3 1 (1.89%) APMG
3 1 (1.89%) CIMA
3 1 (1.89%) CISM
3 1 (1.89%) CISSP
3 1 (1.89%) Numerate Degree
3 1 (1.89%) PMI Certification
3 1 (1.89%) PMP
Quality Assurance & Compliance
1 3 (5.66%) Sarbanes-Oxley
2 1 (1.89%) Data Quality
2 1 (1.89%) PCI DSS
2 1 (1.89%) PMBOK
System Software
1 5 (9.43%) HDFS
2 1 (1.89%) Apache Flume
Vendors
1 14 (26.42%) Microsoft
2 8 (15.09%) Tableau
3 6 (11.32%) Cloudera
3 6 (11.32%) Talend
4 5 (9.43%) Alteryx
5 3 (5.66%) Google
6 1 (1.89%) CA Agile Central
6 1 (1.89%) Cognos
6 1 (1.89%) Hortonworks
6 1 (1.89%) IBM
6 1 (1.89%) Informatica
6 1 (1.89%) Oracle
6 1 (1.89%) Sage
6 1 (1.89%) Vertica
Cheshire
Churchill Frank
Salary: £55000 - £60000 per annum
Posted: 2 days ago
Knutsford, Cheshire
Cognizant
Salary: Unspecified Competitve
Posted: 2 days ago
Warrington, Cheshire
Evolution Recruitment Solutions
Salary: 35,000 - 45,000
Posted: 5 days ago
Chester, Cheshire
Asset Resourcing Ltd
Salary: £30000 - £45000 per annum + Benefits
Posted: 4 days ago
Cheshire
ECOM
Salary: £20000 - £30000 per annum + Salary Based on Experience
Posted: 3 days ago
Knutsford, Cheshire
Barclays
Posted: 4 days ago
Crewe
Bluetown Online LTD
Salary: excellent benefits
Posted: 11 days ago
Chester
Applause IT Ltd
Salary: £35000 - £45000 per annum + Benefits
Posted: 12 days ago
Knutsford, Cheshire
Barclays
Posted: 4 days ago
Alderley Edge, Cheshire
Reed Business Information Ltd
Salary: From £30,000 to £40,000 per annum £30k - £40k + 29 days holiday + bene
Posted: 12 days ago