The table below looks at the statistics for Data Analytics skills in IT jobs advertised for the North West region. Included is a guide to the salaries offered in IT jobs that have cited Data Analytics over the 3 months to 2 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
2 May 2016
Same period 2015 Same period 2014
Data Analytics
Rank 192 249 240
Rank change year-on-year
+57 -9
Permanent jobs citing Data Analytics 46 9 23
As % of all permanent IT jobs located in the North West 0.81% 0.14% 0.32%
As % of the Processes & Methodologies category 0.94% 0.16% 0.38%
Number of salaries quoted 43 9 19
Median salary £47,500 £47,500 £41,500
Median salary % change year-on-year
- +14.45%
90% offered a salary of more than £30,045 £35,900 £24,414
10% offered a salary of more than £65,000 £113,000 £48,200
UK excluding London median salary £51,980 £45,000 £46,000
% change year-on-year
+15.51% -2.17%
Data Analytics
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the North West region.

Processes & Methodologies Category
North West
Permanent IT job ads with a match in the
Processes & Methodologies category
4912 5748 6113
As % of all permanent IT jobs located in the North West 86.71% 87.44% 85.60%
Number of salaries quoted 4140 4573 4925
Median salary £42,500 £40,000 £39,000
Median salary % change year-on-year
+6.25% +2.56%
90% offered a salary of more than £27,500 £27,500 £26,500
10% offered a salary of more than £60,000 £55,300 £57,500
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Analytics
Jobs Demand Trend in the North West

The demand trend of job ads across the North West region citing Data Analytics as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Analytics Jobs Demand Trend in the North West

Data Analytics
Salary Trend in the North West

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Analytics across the North West region.

Data Analytics Salary Trend in the North West

Data Analytics
Salary Histogram in the North West

This chart provides a salary histogram for IT jobs citing Data Analytics across the North West region over the 3 months to 2 May 2016.

Data Analytics Salary Histogram in the North West

Data Analytics
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analytics within the North West region over the 3 months to 2 May 2016. 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
(Click see detailed
statistics and trends)
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
Manchester +28 27 £60,000 +26.31% 8
Lancashire - 8 £31,250 - 3
Cheshire +31 7 £30,223 -72.52% 3
Merseyside +11 2 £70,000 +122.22% 1
Data Analytics
England

Data Analytics
Top 30 Related IT Skills in the North West

For the 6 months to 2 May 2016, IT jobs citing Data 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 North West region with a requirement for Data Analytics.

1 98 (100.00%) Analytics
2 43 (43.88%) Agile Software Development
3 41 (41.84%) SQL Server
4 26 (26.53%) Finance
5 25 (25.51%) SQL
6 23 (23.47%) Machine Learning
7 22 (22.45%) Software Engineering
8 21 (21.43%) Analytical Skills
9 20 (20.41%) Mentoring
9 20 (20.41%) TDD
9 20 (20.41%) MVC
9 20 (20.41%) Python
10 19 (19.39%) Business Intelligence
11 18 (18.37%) Microsoft
11 18 (18.37%) Internet
11 18 (18.37%) OO
11 18 (18.37%) SOA
11 18 (18.37%) C#
11 18 (18.37%) .NET
11 18 (18.37%) Scrum
11 18 (18.37%) NUnit
11 18 (18.37%) Coaching
11 18 (18.37%) Git (software)
11 18 (18.37%) Microsoft Azure
11 18 (18.37%) WCF
11 18 (18.37%) WPF
11 18 (18.37%) Continuous Integration
12 16 (16.33%) MS Excel
13 15 (15.31%) Management Information System
14 14 (14.29%) SC Cleared

Data Analytics
Top Related IT Skills in the North West 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 4 (4.08%) SAS
2 2 (2.04%) Apache
3 1 (1.02%) Apache Spark
3 1 (1.02%) SharePoint
Applications
1 16 (16.33%) MS Excel
2 11 (11.22%) SPSS
Cloud Services
1 18 (18.37%) Microsoft Azure
2 2 (2.04%) SaaS
3 1 (1.02%) Google Analytics
Communications & Networking
1 18 (18.37%) Internet
2 4 (4.08%) Broadband
Database & Business Intelligence
1 41 (41.84%) SQL Server
2 14 (14.29%) Power BI
3 13 (13.27%) Microsoft Power View
3 13 (13.27%) Pentaho
3 13 (13.27%) PowerPivot
4 9 (9.18%) Data Warehouse
5 7 (7.14%) Big Data
5 7 (7.14%) IBM BigInsights
6 5 (5.10%) SQL Server 2008
6 5 (5.10%) SQL Server 2012
7 4 (4.08%) NoSQL
8 3 (3.06%) Data Mart
8 3 (3.06%) GIS
9 2 (2.04%) Data Mining
9 2 (2.04%) MySQL
9 2 (2.04%) Oracle Database
9 2 (2.04%) SQL Server Reporting Services
10 1 (1.02%) BusinessObjects
10 1 (1.02%) OLAP
10 1 (1.02%) Text Mining
Development Applications
1 18 (18.37%) Git (software)
1 18 (18.37%) NUnit
2 3 (3.06%) Selenium
3 1 (1.02%) Team Foundation Server
General
1 26 (26.53%) Finance
2 11 (11.22%) Retail
3 8 (8.16%) Banking
4 5 (5.10%) Telecoms
5 4 (4.08%) Back Office
5 4 (4.08%) Corporate Banking
5 4 (4.08%) Front Office
6 2 (2.04%) Legal
7 1 (1.02%) Advertising
7 1 (1.02%) Games
Job Titles
1 22 (22.45%) Analyst
2 18 (18.37%) Software Manager
3 16 (16.33%) Developer
4 12 (12.24%) Business Intelligence Analyst
5 9 (9.18%) Data Scientist
6 8 (8.16%) SQL Analyst
6 8 (8.16%) SQL Developer
7 7 (7.14%) Administrator
7 7 (7.14%) Business Intelligence Developer
7 7 (7.14%) Junior
7 7 (7.14%) Systems Administrator
8 6 (6.12%) Analyst Developer
8 6 (6.12%) Junior Data Scientist
8 6 (6.12%) Test Analyst
9 4 (4.08%) Auditor
9 4 (4.08%) Database Developer
9 4 (4.08%) IT Auditor
9 4 (4.08%) Senior Auditor
9 4 (4.08%) SQL Database Developer
9 4 (4.08%) SQL Server Analyst
Libraries, Frameworks & Software Standards
1 18 (18.37%) .NET
1 18 (18.37%) WCF
1 18 (18.37%) WPF
2 2 (2.04%) Akka
2 2 (2.04%) CSS
2 2 (2.04%) HTML
2 2 (2.04%) jQuery
2 2 (2.04%) JSON
2 2 (2.04%) LAMP
2 2 (2.04%) Play Framework
2 2 (2.04%) RESTful
2 2 (2.04%) Symfony
2 2 (2.04%) Web Services
3 1 (1.02%) Natural Language Processing
3 1 (1.02%) NumPy
Miscellaneous
1 21 (21.43%) Analytical Skills
2 15 (15.31%) Management Information System
3 14 (14.29%) Visualisation
4 9 (9.18%) Statistics
5 8 (8.16%) Algorithms
5 8 (8.16%) Mathematics
5 8 (8.16%) Physics
6 6 (6.12%) Social Media
7 5 (5.10%) EPoS
8 3 (3.06%) Credit Risk
8 3 (3.06%) FMCG
9 2 (2.04%) Computer Science
10 1 (1.02%) Clustering
10 1 (1.02%) Driving Licence
10 1 (1.02%) User Experience
Operating Systems
1 9 (9.18%) Linux
2 7 (7.14%) Unix
Processes & Methodologies
1 98 (100.00%) Analytics
2 43 (43.88%) Agile Software Development
3 23 (23.47%) Machine Learning
4 22 (22.45%) Software Engineering
5 20 (20.41%) Mentoring
5 20 (20.41%) MVC
5 20 (20.41%) TDD
6 19 (19.39%) Business Intelligence
7 18 (18.37%) Coaching
7 18 (18.37%) Continuous Integration
7 18 (18.37%) OO
7 18 (18.37%) Scrum
7 18 (18.37%) SOA
8 14 (14.29%) Data Engineering
9 13 (13.27%) Dashboard Development
10 11 (11.22%) Data Visualisation
11 10 (10.20%) Data Modelling
11 10 (10.20%) ETL
12 9 (9.18%) Data Analysis
13 8 (8.16%) Risk Assessment
Programming Languages
1 25 (25.51%) SQL
2 20 (20.41%) Python
3 18 (18.37%) C#
4 12 (12.24%) VBA
5 9 (9.18%) R
6 7 (7.14%) Bash Shell
6 7 (7.14%) Perl
7 4 (4.08%) Java
7 4 (4.08%) Scala
8 2 (2.04%) PHP
8 2 (2.04%) PL/SQL
9 1 (1.02%) C
Qualifications
1 14 (14.29%) Degree
1 14 (14.29%) SC Cleared
1 14 (14.29%) Security Cleared
2 6 (6.12%) ISEB
2 6 (6.12%) ISTQB
2 6 (6.12%) ISTQB Foundation Certification
3 2 (2.04%) CISA
3 2 (2.04%) CISM
3 2 (2.04%) CISSP
3 2 (2.04%) PhD
4 1 (1.02%) ITIL Certification
4 1 (1.02%) PRINCE2 Certification
4 1 (1.02%) QiCA
Quality Assurance & Compliance
1 1 (1.02%) ISO/IEC 27001
System Software
1 7 (7.14%) GPFS
Systems Management
1 7 (7.14%) Tivoli
1 7 (7.14%) Tivoli Storage Manager
2 1 (1.02%) HP Quality Center
Vendors
1 18 (18.37%) Microsoft
2 7 (7.14%) IBM
2 7 (7.14%) Intel
3 5 (5.10%) Oracle
4 2 (2.04%) Tableau
5 1 (1.02%) Avaya
5 1 (1.02%) Cognos
5 1 (1.02%) Google
5 1 (1.02%) Mapinfo
5 1 (1.02%) SAP
5 1 (1.02%) Sun
5 1 (1.02%) Verint
Alderley Edge, Cheshire
McGregor Boyall
Salary: £28000.00 - £34000.00 per annum
Posted: 2 days ago
Chester, Cheshire
Oscar
Salary: £35000 - £55000 per annum + share options
Posted: 3 days ago
Manchester
TDA Group
Salary: £60000 - £70000 per annum + Bonus + On-call + 30 Days
Posted: 3 days ago
Chorley, Lancashire
Verticality Ltd
Salary: to £35k DOE
Posted: 5 days ago
Manchester, Lancashire
ANSON MCCADE
Salary: £45K-£70k plus attractive benefits, 30 days holiday and extensive care
Posted: 5 days ago
Manchester, Lancashire
ANSON MCCADE
Salary: £100,000 - £150,000
Posted: 5 days ago
Manchester
Churchill Frank International
Salary: £40000 - £50000 per annum + PACKAGE Negotiable
Posted: 13 days ago
Stockport
Bluetown Online LTD
Posted: 18 days ago
Manchester
Adria Solutions Ltd
Salary: £50000 - £70000 per annum + Excellent Benefits
Posted: 24 days ago
Manchester, Lancashire
EY
Salary: Competitive
Posted: 26 days ago