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 23 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Jan 2017
Same period 2016 Same period 2015
Data Analytics
North West / Manchester
Rank 125 144 167
Rank change year-on-year
+19 +23
Permanent jobs citing Data Analytics 76 35 25
As % of all permanent IT jobs located in Manchester 2.07% 1.10% 0.64%
As % of the Processes & Methodologies category 2.29% 1.21% 0.74%
Number of salaries quoted 62 21 15
Median salary £40,000 £51,459 £44,000
Median salary % change year-on-year
-22.26% +16.95%
90% offered a salary of more than £30,000 £45,000 £36,600
10% offered a salary of more than £57,000 £65,000 £68,000
UK excluding London median salary £45,000 £51,459 £47,500
% change year-on-year
-12.55% +8.33%

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
3317 2881 3377
As % of all permanent IT jobs located in Manchester 90.41% 90.14% 85.95%
Number of salaries quoted 2871 2369 2910
Median salary £45,000 £43,000 £40,000
Median salary % change year-on-year
+4.65% +7.50%
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £60,000 £60,000 £62,500
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 23 January 2017.

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 23 January 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
Altrincham - 4 £45,000 - 1
Salford - 2 £33,874 -
Stockport +8 1 £37,500 -
Data Analytics
North West

Data Analytics
Top 30 Related IT Skills in Manchester

For the 6 months to 23 January 2017, 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.

1 120 (100.00%) Analytics
2 58 (48.33%) Big Data
3 55 (45.83%) Oracle
4 53 (44.17%) Python
5 51 (42.50%) Degree
6 50 (41.67%) Hadoop
7 46 (38.33%) Agile Software Development
8 45 (37.50%) Relational Database
9 44 (36.67%) Java
9 44 (36.67%) Visualisation
10 42 (35.00%) Apache Spark
11 41 (34.17%) RDBMS
12 40 (33.33%) Scrum
13 39 (32.50%) VMware
13 39 (32.50%) MySQL
13 39 (32.50%) VMware Infrastructure
13 39 (32.50%) DevOps
14 38 (31.67%) MongoDB
14 38 (31.67%) JavaScript
14 38 (31.67%) C#
14 38 (31.67%) Information Security
15 37 (30.83%) SAS
15 37 (30.83%) Apache Hive
15 37 (30.83%) Apache Pig
15 37 (30.83%) Time Management
16 36 (30.00%) Business Intelligence
16 36 (30.00%) C
17 35 (29.17%) SQL
17 35 (29.17%) Hibernate
17 35 (29.17%) Java EE

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 42 (35.00%) Apache Spark
2 37 (30.83%) Apache Pig
2 37 (30.83%) SAS
3 35 (29.17%) Elasticsearch
4 4 (3.33%) JBoss
4 4 (3.33%) WebLogic
4 4 (3.33%) WebSphere
5 3 (2.50%) Apache
6 1 (0.83%) IIS
Applications
1 14 (11.67%) Stata
2 11 (9.17%) SPSS
3 8 (6.67%) MS Excel
4 4 (3.33%) S-PLUS
5 1 (0.83%) Spreadsheet
Business Applications
1 9 (7.50%) Adobe Campaign
2 1 (0.83%) Dynamics NAV
2 1 (0.83%) Oracle EBS
Cloud Services
1 6 (5.00%) Amazon AWS
2 3 (2.50%) Amazon EMR
3 2 (1.67%) Google Analytics
4 1 (0.83%) Cloud Computing
4 1 (0.83%) SaaS
Communications & Networking
1 5 (4.17%) Firewall
2 1 (0.83%) Internet
2 1 (0.83%) LAN
2 1 (0.83%) Skype
2 1 (0.83%) TCP/IP
2 1 (0.83%) VoIP
2 1 (0.83%) VPN
2 1 (0.83%) WAN
Database & Business Intelligence
1 58 (48.33%) Big Data
2 50 (41.67%) Hadoop
3 45 (37.50%) Relational Database
4 41 (34.17%) RDBMS
5 39 (32.50%) MySQL
6 38 (31.67%) MongoDB
7 37 (30.83%) Apache Hive
8 18 (15.00%) SQL Server
9 16 (13.33%) QlikView
10 14 (11.67%) Data Mining
11 13 (10.83%) Spotfire
11 13 (10.83%) SQL Server Integration Services
11 13 (10.83%) SQL Server Reporting Services
12 9 (7.50%) DataStage
13 8 (6.67%) NoSQL
14 7 (5.83%) SQL Server Analysis Services
15 5 (4.17%) Power BI
16 4 (3.33%) Data Warehouse
16 4 (3.33%) Oracle Database
17 3 (2.50%) Amazon Redshift
Development Applications
1 4 (3.33%) Bitbucket
1 4 (3.33%) Jenkins
General
1 28 (23.33%) Military
2 11 (9.17%) Finance
3 10 (8.33%) Marketing
4 8 (6.67%) Retail
5 6 (5.00%) Banking
6 3 (2.50%) Legal
7 1 (0.83%) Back Office
Job Titles
1 22 (18.33%) Software Engineer
2 18 (15.00%) Consultant
3 17 (14.17%) Analyst
3 17 (14.17%) Developer
4 15 (12.50%) Data Scientist
5 14 (11.67%) Analytics Consultant
5 14 (11.67%) Data Analytics Consultant
5 14 (11.67%) Data Consultant
6 11 (9.17%) Software Developer
7 10 (8.33%) Architect
7 10 (8.33%) Java Developer
7 10 (8.33%) Java Software Developer
7 10 (8.33%) Software Architect
8 9 (7.50%) Business Intelligence Consultant
8 9 (7.50%) Lead Architect
8 9 (7.50%) Lead Software Architect
8 9 (7.50%) Senior Consultant
9 8 (6.67%) Business Consultant
10 7 (5.83%) Lead Software Engineer
11 5 (4.17%) Web Manager
Libraries, Frameworks & Software Standards
1 35 (29.17%) Apache Camel
1 35 (29.17%) Hibernate
1 35 (29.17%) Java EE
1 35 (29.17%) Spring
2 34 (28.33%) AngularJS
2 34 (28.33%) CSS
2 34 (28.33%) HTML
2 34 (28.33%) jQuery
2 34 (28.33%) Middleware
3 33 (27.50%) Node.js
4 31 (25.83%) CSS3
4 31 (25.83%) HTML5
5 13 (10.83%) LAMP
6 5 (4.17%) Natural Language Processing
6 5 (4.17%) Web Services
7 3 (2.50%) .NET
8 2 (1.67%) ASP.NET
8 2 (1.67%) Ionic Framework
8 2 (1.67%) PhoneGap
9 1 (0.83%) React
Miscellaneous
1 44 (36.67%) Visualisation
2 27 (22.50%) Computer Science
3 23 (19.17%) PKI
4 18 (15.00%) Analytical Skills
4 18 (15.00%) Statistics
5 15 (12.50%) Mathematics
6 10 (8.33%) Neural Network
7 6 (5.00%) Credit Risk
8 4 (3.33%) Data Extraction
9 3 (2.50%) Algorithms
9 3 (2.50%) Management Information System
9 3 (2.50%) Physics
10 1 (0.83%) Artificial Intelligence
10 1 (0.83%) Cyber Attack
10 1 (0.83%) Cyber Defence
10 1 (0.83%) Cybercrime
10 1 (0.83%) Data Integration
10 1 (0.83%) Economics
10 1 (0.83%) N-Tier
10 1 (0.83%) Security Operations Centre
Operating Systems
1 18 (15.00%) Linux
2 10 (8.33%) Windows
3 5 (4.17%) Android
3 5 (4.17%) Apple iOS
3 5 (4.17%) Unix
Processes & Methodologies
1 120 (100.00%) Analytics
2 46 (38.33%) Agile Software Development
3 40 (33.33%) Scrum
4 39 (32.50%) DevOps
5 38 (31.67%) Information Security
6 37 (30.83%) Time Management
7 36 (30.00%) Business Intelligence
8 35 (29.17%) SDLC
9 31 (25.83%) Software Engineering
10 18 (15.00%) Big Data Analytics
10 18 (15.00%) Machine Learning
11 16 (13.33%) Open Source
12 14 (11.67%) Continuous Improvement
13 13 (10.83%) Cluster Analysis
13 13 (10.83%) Statistical Modelling
14 11 (9.17%) Data Analysis
14 11 (9.17%) Data Modelling
15 10 (8.33%) Bayesian Methods
15 10 (8.33%) Information Exploitation
15 10 (8.33%) Stochastic Modelling
Programming Languages
1 53 (44.17%) Python
2 44 (36.67%) Java
3 38 (31.67%) C#
3 38 (31.67%) JavaScript
4 36 (30.00%) C
5 35 (29.17%) SQL
6 27 (22.50%) Perl
7 26 (21.67%) Ruby
8 21 (17.50%) R
9 9 (7.50%) T-SQL
10 5 (4.17%) MATLAB
10 5 (4.17%) Scala
11 3 (2.50%) Clojure
11 3 (2.50%) Haskell
11 3 (2.50%) VBA
12 2 (1.67%) C++
13 1 (0.83%) Data Analysis Expressions (DAX)
13 1 (0.83%) PHP
13 1 (0.83%) PL/SQL
Qualifications
1 51 (42.50%) Degree
2 29 (24.17%) DV Cleared
2 29 (24.17%) Security Cleared
3 7 (5.83%) PhD
4 1 (0.83%) CISA
4 1 (0.83%) CISM
4 1 (0.83%) CISSP
Quality Assurance & Compliance
1 2 (1.67%) Data Quality
1 2 (1.67%) IAS 39
2 1 (0.83%) ISO/IEC 27001
System Software
1 39 (32.50%) VMware Infrastructure
2 35 (29.17%) Hyper-V
3 4 (3.33%) Docker
Systems Management
1 4 (3.33%) Opscode Chef
1 4 (3.33%) Packer
2 1 (0.83%) Nessus
2 1 (0.83%) Nexpose
2 1 (0.83%) Nmap
2 1 (0.83%) QRadar
Vendors
1 55 (45.83%) Oracle
2 39 (32.50%) VMware
3 12 (10.00%) Informatica
4 11 (9.17%) Ab Initio
5 10 (8.33%) Tableau
6 9 (7.50%) MicroStrategy
7 4 (3.33%) Aquila
7 4 (3.33%) Red Hat
8 3 (2.50%) Cognos
8 3 (2.50%) Microsoft
8 3 (2.50%) Splunk
9 2 (1.67%) Google
9 2 (1.67%) Hyperion
9 2 (1.67%) Xamarin
10 1 (0.83%) Apple
10 1 (0.83%) Intel
10 1 (0.83%) Intel Security
10 1 (0.83%) NetWitness
10 1 (0.83%) Pegasus
10 1 (0.83%) Qualys
Manchester, Lancashire
Oliver James Associates
Salary: £37500 - £42500 per annum + PMI, pension, bonus, benefits
Posted: 5 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Full Benefits package, Bonus
Posted: 9 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Posted: 10 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Competitive Base Salary with pension, bonus and other
Posted: 11 days ago
Manchester
Cathcart Associates
Salary: £25000 - £40000 per annum + flexible working
Posted: 19 days ago
Altrincham, Cheshire
Aquila Heywood
Posted: 19 days ago