The table below looks at the statistics for Data Analytics skills in IT jobs advertised for the Manchester region. Included is a guide to the salaries offered in IT jobs that have cited Data Analytics over the 3 months to 9 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
9 Dec 2016
Same period 2015 Same period 2014
Data Analytics
Rank 128 154 179
Rank change year-on-year
+26 +25
Permanent jobs citing Data Analytics 66 24 23
As % of all permanent IT jobs located in Manchester 1.77% 0.68% 0.54%
As % of the Processes & Methodologies category 1.97% 0.76% 0.63%
Number of salaries quoted 58 13 19
Median salary £50,000 £47,903 £47,500
Median salary % change year-on-year
+4.37% +0.84%
90% offered a salary of more than £30,000 £24,100 £40,000
10% offered a salary of more than £57,000 £52,137 £86,000
UK excluding London median salary £50,000 £51,459 £47,500
% change year-on-year
-2.83% +8.33%
Data Analytics
North West

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

Processes & Methodologies Category
Manchester
Permanent IT job ads with a match in the
Processes & Methodologies category
3343 3166 3652
As % of all permanent IT jobs located in Manchester 89.50% 89.74% 86.13%
Number of salaries quoted 2941 2579 3116
Median salary £45,000 £42,500 £40,000
Median salary % change year-on-year
+5.88% +6.25%
90% offered a salary of more than £30,000 £29,500 £27,500
10% offered a salary of more than £60,000 £60,000 £60,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Analytics
Jobs Demand Trend in Manchester

The demand trend of job ads across the Manchester 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 Manchester

Data Analytics
Salary Trend in Manchester

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

Data Analytics Salary Trend in Manchester

Data Analytics
Salary Histogram in Manchester

This chart provides a salary histogram for IT jobs citing Data Analytics across the Manchester region over the 3 months to 9 December 2016.

Data Analytics Salary Histogram in Manchester

Data Analytics
Job Locations in Manchester

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analytics within the Manchester region over the 3 months to 9 December 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
Stockport - 2 £40,000 -
Data Analytics
North West

Data Analytics
Top 30 Related IT Skills in Manchester

For the 6 months to 9 December 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 Manchester region with a requirement for Data Analytics.

1 96 (100.00%) Analytics
2 44 (45.83%) Big Data
3 43 (44.79%) Python
4 41 (42.71%) Degree
5 38 (39.58%) Oracle
6 36 (37.50%) Hadoop
7 33 (34.38%) SAS
8 31 (32.29%) Business Intelligence
8 31 (32.29%) Visualisation
9 30 (31.25%) Relational Database
9 30 (31.25%) Java
10 29 (30.21%) Apache Spark
11 28 (29.17%) RDBMS
11 28 (29.17%) Information Security
11 28 (29.17%) Agile Software Development
12 27 (28.13%) SQL
13 26 (27.08%) MySQL
13 26 (27.08%) MongoDB
14 25 (26.04%) C#
15 24 (25.00%) C
15 24 (25.00%) JavaScript
15 24 (25.00%) Apache Hive
15 24 (25.00%) Apache Pig
16 23 (23.96%) DevOps
16 23 (23.96%) Elasticsearch
16 23 (23.96%) Apache Camel
16 23 (23.96%) SDLC
16 23 (23.96%) VMware Infrastructure
16 23 (23.96%) Hyper-V
16 23 (23.96%) Hibernate

Data Analytics
Top Related IT Skills in Manchester 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 33 (34.38%) SAS
2 29 (30.21%) Apache Spark
3 24 (25.00%) Apache Pig
4 23 (23.96%) Elasticsearch
5 3 (3.13%) Apache
Applications
1 11 (11.46%) Stata
2 10 (10.42%) SPSS
3 6 (6.25%) MS Excel
4 3 (3.13%) S-PLUS
5 1 (1.04%) Spreadsheet
Business Applications
1 8 (8.33%) Adobe Campaign
2 1 (1.04%) Oracle EBS
2 1 (1.04%) SAP Oil and Gas
Cloud Services
1 7 (7.29%) Amazon AWS
2 3 (3.13%) Amazon EMR
2 3 (3.13%) Cloud Computing
2 3 (3.13%) Google Analytics
3 1 (1.04%) SaaS
Communications & Networking
1 1 (1.04%) Skype
Database & Business Intelligence
1 44 (45.83%) Big Data
2 36 (37.50%) Hadoop
3 30 (31.25%) Relational Database
4 28 (29.17%) RDBMS
5 26 (27.08%) MongoDB
5 26 (27.08%) MySQL
6 24 (25.00%) Apache Hive
7 14 (14.58%) QlikView
8 13 (13.54%) SQL Server
9 12 (12.50%) Spotfire
10 11 (11.46%) Data Mining
11 9 (9.38%) SQL Server Integration Services
11 9 (9.38%) SQL Server Reporting Services
12 8 (8.33%) DataStage
13 7 (7.29%) NoSQL
13 7 (7.29%) SQL Server Analysis Services
14 5 (5.21%) Data Warehouse
15 4 (4.17%) Oracle Database
16 3 (3.13%) Amazon Redshift
17 2 (2.08%) SQL Server 2012
Development Applications
1 1 (1.04%) Visual Studio
General
1 20 (20.83%) Military
2 12 (12.50%) Finance
3 8 (8.33%) Marketing
4 6 (6.25%) Banking
4 6 (6.25%) Retail
5 3 (3.13%) Legal
6 1 (1.04%) Back Office
6 1 (1.04%) Electronics
6 1 (1.04%) Manufacturing
6 1 (1.04%) Telecoms
Job Titles
1 18 (18.75%) Software Engineer
2 17 (17.71%) Consultant
3 13 (13.54%) Analytics Consultant
3 13 (13.54%) Data Analytics Consultant
3 13 (13.54%) Data Consultant
4 12 (12.50%) Data Scientist
5 11 (11.46%) Analyst
6 9 (9.38%) Business Intelligence Consultant
6 9 (9.38%) Developer
7 8 (8.33%) Business Consultant
7 8 (8.33%) Senior Consultant
8 7 (7.29%) Architect
8 7 (7.29%) Lead Architect
8 7 (7.29%) Lead Software Architect
8 7 (7.29%) Software Architect
9 6 (6.25%) Lead Software Engineer
10 5 (5.21%) Mobile Product Manager
10 5 (5.21%) Product Manager
10 5 (5.21%) Software Developer
10 5 (5.21%) Web Manager
Libraries, Frameworks & Software Standards
1 23 (23.96%) Apache Camel
1 23 (23.96%) Hibernate
1 23 (23.96%) Java EE
1 23 (23.96%) Spring
2 22 (22.92%) AngularJS
2 22 (22.92%) CSS
2 22 (22.92%) HTML
2 22 (22.92%) jQuery
2 22 (22.92%) Middleware
2 22 (22.92%) Node.js
3 21 (21.88%) CSS3
3 21 (21.88%) HTML5
4 8 (8.33%) LAMP
5 4 (4.17%) .NET
5 4 (4.17%) Natural Language Processing
5 4 (4.17%) Web Services
6 2 (2.08%) MDX
6 2 (2.08%) XML
7 1 (1.04%) ASP.NET
7 1 (1.04%) PhoneGap
Miscellaneous
1 31 (32.29%) Visualisation
2 22 (22.92%) Computer Science
3 15 (15.63%) Analytical Skills
3 15 (15.63%) PKI
3 15 (15.63%) Statistics
4 14 (14.58%) Mathematics
5 8 (8.33%) Neural Network
6 6 (6.25%) Credit Risk
7 4 (4.17%) Algorithms
7 4 (4.17%) Data Extraction
8 3 (3.13%) Physics
9 1 (1.04%) Cybercrime
9 1 (1.04%) Economics
Operating Systems
1 8 (8.33%) Linux
2 5 (5.21%) Android
2 5 (5.21%) Apple iOS
2 5 (5.21%) Windows
Processes & Methodologies
1 96 (100.00%) Analytics
2 31 (32.29%) Business Intelligence
3 28 (29.17%) Agile Software Development
3 28 (29.17%) Information Security
4 23 (23.96%) DevOps
4 23 (23.96%) Scrum
4 23 (23.96%) SDLC
4 23 (23.96%) Software Engineering
5 22 (22.92%) Time Management
6 15 (15.63%) Machine Learning
7 13 (13.54%) Open Source
8 12 (12.50%) Big Data Analytics
9 11 (11.46%) Statistical Modelling
10 10 (10.42%) Cluster Analysis
11 9 (9.38%) Continuous Improvement
11 9 (9.38%) Data Analysis
11 9 (9.38%) Mentoring
12 8 (8.33%) Bayesian Methods
12 8 (8.33%) Data Modelling
12 8 (8.33%) Web Development
Programming Languages
1 43 (44.79%) Python
2 30 (31.25%) Java
3 27 (28.13%) SQL
4 25 (26.04%) C#
5 24 (25.00%) C
5 24 (25.00%) JavaScript
6 18 (18.75%) Perl
6 18 (18.75%) R
7 17 (17.71%) Ruby
8 7 (7.29%) Scala
8 7 (7.29%) T-SQL
9 4 (4.17%) MATLAB
10 3 (3.13%) C++
10 3 (3.13%) Clojure
10 3 (3.13%) Haskell
11 2 (2.08%) Data Analysis Expressions (DAX)
11 2 (2.08%) VBA
12 1 (1.04%) PHP
12 1 (1.04%) PowerShell
Qualifications
1 41 (42.71%) Degree
2 21 (21.88%) DV Cleared
2 21 (21.88%) Security Cleared
3 6 (6.25%) PhD
4 1 (1.04%) CISA
4 1 (1.04%) CISM
4 1 (1.04%) CISSP
Quality Assurance & Compliance
1 2 (2.08%) IAS 39
2 1 (1.04%) ISO/IEC 27001
System Software
1 23 (23.96%) Hyper-V
1 23 (23.96%) VMware Infrastructure
Vendors
1 38 (39.58%) Oracle
2 23 (23.96%) VMware
3 11 (11.46%) Informatica
4 10 (10.42%) Ab Initio
4 10 (10.42%) Tableau
5 8 (8.33%) MicroStrategy
6 4 (4.17%) Microsoft
7 3 (3.13%) Google
8 2 (2.08%) Cognos
8 2 (2.08%) Hyperion
9 1 (1.04%) Pegasus
9 1 (1.04%) SAP
9 1 (1.04%) Splunk
9 1 (1.04%) Xamarin
Manchester, Lancashire
Oliver James Associates
Salary: £37500 - £42500 per annum + PMI, pension, bonus, benefits
Posted: 7 hours ago
Manchester, Lancashire
Oscar
Salary: £60000 per annum
Posted: 14 hours ago
Manchester, Lancashire
Cathcart Associates Ltd
Salary: £25000 - £35000 per annum + Flexible Working & Stock Options
Posted: Yesterday
Manchester, Lancashire
Michael Page International
Salary: £30000 - £40000 per annum + benefits
Posted: 2 days ago
Manchester, Lancashire
Candour Solutions
Salary: Excellent + Benefits
Posted: 3 days ago
Greater Manchester
ANSON MCCADE
Salary: £45,000 - £85,000 + 6.5k Car Cash Allowance + Benefits
Posted: 4 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Full Benefits package, Bonus
Posted: 8 days ago
Manchester
Cathcart Associates
Salary: £30000 - £40000 per annum + flexible working
Posted: 15 days ago
Manchester
People Source Consulting
Salary: £47000 - £55000 per annum + bonus + benefits
Posted: 14 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Unspecified competitive plus benefits
Posted: 15 days ago
Salford, Lancashire
Raytheon Systems Ltd
Posted: 18 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Full Benefits package, Bonus
Posted: 18 days ago