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 30 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Jun 2016
Same period 2015 Same period 2014
Data Analytics
Rank 189 240 246
Rank change year-on-year
+51 +6
Permanent jobs citing Data Analytics 43 15 18
As % of all permanent IT jobs located in the North West 0.77% 0.23% 0.25%
As % of the Processes & Methodologies category 0.89% 0.26% 0.30%
Number of salaries quoted 42 13 18
Median salary £42,500 £47,500 £41,500
Median salary % change year-on-year
-10.52% +14.45%
90% offered a salary of more than £30,000 £28,300 £30,650
10% offered a salary of more than £77,000 £110,000 £54,300
UK excluding London median salary £52,500 £45,000 £43,000
% change year-on-year
+16.66% +4.65%
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
4850 5686 6028
As % of all permanent IT jobs located in the North West 86.76% 88.47% 85.39%
Number of salaries quoted 4095 4615 4799
Median salary £42,500 £40,000 £40,000
Median salary % change year-on-year
+6.25% -
90% offered a salary of more than £28,000 £27,500 £27,000
10% offered a salary of more than £62,500 £57,000 £60,000
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 30 June 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 30 June 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 +26 24 £51,000 +20.00% 10
Lancashire - 9 £30,000 - 1
Merseyside +7 4 £70,000 +122.22% 1
Cheshire +41 3 £31,000 -71.81% 2
Data Analytics
England

Data Analytics
Top 30 Related IT Skills in the North West

For the 6 months to 30 June 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 93 (100.00%) Analytics
2 48 (51.61%) SQL Server
3 34 (36.56%) SQL
4 32 (34.41%) Business Intelligence
5 26 (27.96%) Agile Software Development
6 25 (26.88%) Software Engineering
7 24 (25.81%) Mentoring
8 23 (24.73%) Machine Learning
8 23 (24.73%) Microsoft
8 23 (24.73%) MS Excel
9 22 (23.66%) Analytical Skills
10 20 (21.51%) Power BI
10 20 (21.51%) TDD
10 20 (21.51%) MVC
11 19 (20.43%) .NET
11 19 (20.43%) C#
12 18 (19.35%) OO
12 18 (19.35%) Internet
12 18 (19.35%) SOA
12 18 (19.35%) Scrum
12 18 (19.35%) NUnit
12 18 (19.35%) Coaching
12 18 (19.35%) WCF
12 18 (19.35%) WPF
12 18 (19.35%) Continuous Integration
12 18 (19.35%) Git (software)
12 18 (19.35%) Microsoft Azure
13 17 (18.28%) Pentaho
13 17 (18.28%) Visualisation
13 17 (18.28%) VBA

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 6 (6.45%) SAS
2 3 (3.23%) Apache
3 1 (1.08%) Apache Spark
Applications
1 23 (24.73%) MS Excel
2 10 (10.75%) SPSS
Business Applications
1 3 (3.23%) Adobe Campaign
2 2 (2.15%) SAP Oil and Gas
Cloud Services
1 18 (19.35%) Microsoft Azure
2 4 (4.30%) Google Analytics
3 2 (2.15%) Amazon AWS
3 2 (2.15%) SaaS
4 1 (1.08%) Amazon EC2
Communications & Networking
1 18 (19.35%) Internet
2 4 (4.30%) Broadband
Database & Business Intelligence
1 48 (51.61%) SQL Server
2 20 (21.51%) Power BI
3 17 (18.28%) Pentaho
4 16 (17.20%) Microsoft Power View
4 16 (17.20%) PowerPivot
5 11 (11.83%) Big Data
6 9 (9.68%) NoSQL
6 9 (9.68%) SQL Server 2008
7 8 (8.60%) Data Warehouse
7 8 (8.60%) SQL Server 2012
8 7 (7.53%) IBM BigInsights
8 7 (7.53%) SQL Server Integration Services
9 6 (6.45%) QlikView
9 6 (6.45%) SQL Server Reporting Services
10 4 (4.30%) DataStage
10 4 (4.30%) MongoDB
10 4 (4.30%) SQL Server Analysis Services
11 3 (3.23%) Spotfire
11 3 (3.23%) SQL Server 2014
11 3 (3.23%) SQL Server 2016
Development Applications
1 18 (19.35%) Git (software)
1 18 (19.35%) NUnit
2 1 (1.08%) Talend Open Studio
General
1 13 (13.98%) Finance
2 6 (6.45%) Retail
2 6 (6.45%) Telecoms
3 4 (4.30%) Back Office
3 4 (4.30%) Front Office
4 3 (3.23%) Banking
4 3 (3.23%) Manufacturing
4 3 (3.23%) Marketing
5 2 (2.15%) Electronics
6 1 (1.08%) Advertising
6 1 (1.08%) Games
Job Titles
1 29 (31.18%) Developer
2 20 (21.51%) Analyst
3 18 (19.35%) Software Manager
4 16 (17.20%) Business Intelligence Developer
4 16 (17.20%) SQL Developer
5 15 (16.13%) Business Intelligence Analyst
6 12 (12.90%) Analyst Developer
7 10 (10.75%) SQL Analyst
8 7 (7.53%) Administrator
8 7 (7.53%) SQL BI Developer
8 7 (7.53%) Systems Administrator
9 6 (6.45%) Analytics Consultant
9 6 (6.45%) Consultant
9 6 (6.45%) Data Analytics Consultant
9 6 (6.45%) Data Consultant
10 5 (5.38%) Analytics Developer
10 5 (5.38%) Database Developer
10 5 (5.38%) Software Engineer
10 5 (5.38%) SQL Database Developer
11 4 (4.30%) Data Analyst
Libraries, Frameworks & Software Standards
1 19 (20.43%) .NET
2 18 (19.35%) WCF
2 18 (19.35%) WPF
3 3 (3.23%) CSS
3 3 (3.23%) HTML
3 3 (3.23%) jQuery
3 3 (3.23%) MDX
3 3 (3.23%) Web Services
4 2 (2.15%) Akka
4 2 (2.15%) JSON
4 2 (2.15%) LAMP
4 2 (2.15%) Play Framework
4 2 (2.15%) RESTful
4 2 (2.15%) Symfony
5 1 (1.08%) ASP.NET
5 1 (1.08%) ASP.NET Web Forms
5 1 (1.08%) Kafka
5 1 (1.08%) Natural Language Processing
5 1 (1.08%) NumPy
Miscellaneous
1 22 (23.66%) Analytical Skills
2 17 (18.28%) Visualisation
3 16 (17.20%) Management Information System
4 6 (6.45%) Social Media
5 3 (3.23%) Algorithms
5 3 (3.23%) Credit Risk
5 3 (3.23%) FMCG
5 3 (3.23%) Mathematics
6 2 (2.15%) Computer Science
7 1 (1.08%) Clustering
7 1 (1.08%) Driving Licence
7 1 (1.08%) Ontologies
7 1 (1.08%) Physics
7 1 (1.08%) Statistics
7 1 (1.08%) User Experience
Operating Systems
1 9 (9.68%) Linux
2 7 (7.53%) Unix
Processes & Methodologies
1 93 (100.00%) Analytics
2 32 (34.41%) Business Intelligence
3 26 (27.96%) Agile Software Development
4 25 (26.88%) Software Engineering
5 24 (25.81%) Mentoring
6 23 (24.73%) Machine Learning
7 20 (21.51%) MVC
7 20 (21.51%) TDD
8 18 (19.35%) Coaching
8 18 (19.35%) Continuous Integration
8 18 (19.35%) OO
8 18 (19.35%) Scrum
8 18 (19.35%) SOA
9 16 (17.20%) Dashboard Development
10 13 (13.98%) Data Visualisation
11 12 (12.90%) Data Analysis
11 12 (12.90%) Data Modelling
12 11 (11.83%) ETL
13 8 (8.60%) E-Commerce
13 8 (8.60%) Internal Audit
Programming Languages
1 34 (36.56%) SQL
2 19 (20.43%) C#
3 17 (18.28%) VBA
4 13 (13.98%) Python
5 8 (8.60%) Bash Shell
5 8 (8.60%) Perl
6 7 (7.53%) Java
7 4 (4.30%) Scala
8 3 (3.23%) Data Analysis Expressions (DAX)
8 3 (3.23%) PL/SQL
8 3 (3.23%) T-SQL
9 2 (2.15%) C++
9 2 (2.15%) PHP
9 2 (2.15%) R
10 1 (1.08%) C
10 1 (1.08%) JavaScript
10 1 (1.08%) Ruby
10 1 (1.08%) Shell Script
Qualifications
1 9 (9.68%) Degree
2 7 (7.53%) SC Cleared
2 7 (7.53%) Security Cleared
3 2 (2.15%) PhD
4 1 (1.08%) CISA
4 1 (1.08%) CISM
4 1 (1.08%) CISSP
4 1 (1.08%) QiCA
Quality Assurance & Compliance
1 1 (1.08%) Data Quality
System Software
1 7 (7.53%) GPFS
2 1 (1.08%) HDFS
Systems Management
1 7 (7.53%) Tivoli
1 7 (7.53%) Tivoli Storage Manager
Vendors
1 23 (24.73%) Microsoft
2 9 (9.68%) Oracle
3 7 (7.53%) IBM
3 7 (7.53%) Intel
4 4 (4.30%) Ab Initio
4 4 (4.30%) Google
4 4 (4.30%) Informatica
4 4 (4.30%) SAP
4 4 (4.30%) Tableau
5 3 (3.23%) MicroStrategy
6 1 (1.08%) Hortonworks
6 1 (1.08%) Sun
6 1 (1.08%) Talend
6 1 (1.08%) Teradata
Preston, Lancashire
HAYS INFORMATION TECHNOLOGY
Salary: £35000.00 - £37000.00 per annum + fantastic benefits & pension
Posted: 15 hours ago
Manchester, Lancashire
Raytheon
Posted: 14 hours ago
Altrincham, Cheshire
Harvey Nash plc
Salary: £45000 - £50000 per annum + Attractive Bonus and Benefits Package
Posted: 3 days ago
Liverpool, Merseyside
Search Consultancy
Salary: Benefits
Posted: 2 days ago
Manchester, Lancashire
Energon People
Salary: £60000.00 - £80000.00 per annum + benefits + bonus
Posted: 3 days ago
Salford, Lancashire
Raytheon
Posted: 2 days ago
Salford, Lancashire
Raytheon
Posted: 2 days ago
Crewe
OCC Computer Personnel
Salary: £25k - 32k per year + Benefits
Posted: 3 days ago
Manchester
Hays Specialist Recruitment Ltd
Salary: £20000.00 - £23000.00 per annum + Benefits
Posted: 8 days ago
Manchester, Lancashire
EY
Salary: Competitive
Posted: 8 days ago
Manchester, Lancashire
EY
Salary: Competitive
Posted: 8 days ago
Runcorn
Applause IT Ltd
Salary: £20000 - £26000 per annum + bens
Posted: 12 days ago
Manchester
People Source Consulting
Salary: £47000 - £55000 per annum + bonus + benefits
Posted: 8 days ago
Manchester, Lancashire
HMRC
Salary: Competitive
Posted: 17 days ago