The following table provides summary statistics for permanent job vacancies advertised in Manchester with a requirement for Data Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analytics over the 3 months to 24 June 2017 with a comparison to the same period in the previous 2 years.

Data Analytics
North West / Manchester
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 129 160 174
Rank change year-on-year +31 +14  
Permanent jobs citing Data Analytics 77 21 9
As % of all permanent IT jobs advertised in Manchester 1.86% 0.60% 0.27%
As % of the Processes & Methodologies category 2.05% 0.67% 0.30%
Number of salaries quoted 67 21 7
Median salary £50,000 £51,000 £42,500
Median salary % change year-on-year -1.96% +20.00%  
90% offered a salary of more than £30,000 £40,000 £25,100
10% offered a salary of more than £60,000 £82,500 £72,500
UK excluding London median salary £47,000 £54,000 £45,000
% change year-on-year -12.96% +20.00%  

Data 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 Manchester with a requirement for process and methodology skills.

Process & Methodology Skills
Manchester
Permanent job vacancies with a requirement for process and methodology skills 3762 3148 3023
As % of all permanent IT job vacancies advertised in Manchester 91.00% 90.23% 90.27%
Number of salaries quoted 3216 2700 2522
Median salary £45,000 £45,000 £40,000
Median salary % change year-on-year - +12.50%  
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £65,000 £61,500 £62,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Analytics
Job Vacancy Trend in Manchester

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

Job vacancy trend for Data Analytics 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 in Manchester.

Salary trend for Data Analytics in Manchester

Data Analytics
Salary Histogram in Manchester

The salary distribution of IT jobs citing Data Analytics in Manchester over the 3 months to 24 June 2017.

Salary histogram for Data Analytics 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 24 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
Bolton - 6 £50,000 -
Stockport - 2 £37,500 - 1
Oldham - 1 £24,000 -
Data Analytics
North West

For the 6 months to 24 June 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.

1 128 (100.00%) Analytics
2 52 (40.63%) Agile Software Development
3 51 (39.84%) SQL
4 49 (38.28%) Big Data
5 47 (36.72%) Java
6 45 (35.16%) Python
6 45 (35.16%) Hadoop
7 44 (34.38%) JavaScript
7 44 (34.38%) Relational Database
8 39 (30.47%) HTML
9 37 (28.91%) Business Intelligence
9 37 (28.91%) DevOps
10 36 (28.13%) MongoDB
11 35 (27.34%) Apache Hive
11 35 (27.34%) CSS
12 34 (26.56%) Degree
13 33 (25.78%) Software Engineering
13 33 (25.78%) Scrum
14 32 (25.00%) Linux
14 32 (25.00%) Apache Spark
15 31 (24.22%) Oracle
16 28 (21.88%) Spring
17 25 (19.53%) MySQL
17 25 (19.53%) HTML5
18 24 (18.75%) C#
18 24 (18.75%) RDBMS
18 24 (18.75%) VMware
18 24 (18.75%) Information Security
18 24 (18.75%) Visualisation
18 24 (18.75%) VMware Infrastructure

Data Analytics
Co-occurring 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 32 (25.00%) Apache Spark
2 22 (17.19%) Apache Pig
2 22 (17.19%) SAS
3 19 (14.84%) Elasticsearch
4 6 (4.69%) Confluence
4 6 (4.69%) OpenStack
5 5 (3.91%) JBoss
5 5 (3.91%) WebLogic
5 5 (3.91%) WebSphere
6 1 (0.78%) Apache
6 1 (0.78%) IIS
Applications
1 10 (7.81%) SPSS
2 6 (4.69%) Microsoft Excel
3 3 (2.34%) S-PLUS
3 3 (2.34%) Stata
4 1 (0.78%) Spreadsheet
4 1 (0.78%) Weka
Business Applications
1 6 (4.69%) Adobe Campaign
2 5 (3.91%) SAP Oil and Gas
3 2 (1.56%) Dynamics NAV
4 1 (0.78%) Dynamics CRM
4 1 (0.78%) SAP ERP
Cloud Services
1 10 (7.81%) Amazon AWS
1 10 (7.81%) GitHub
2 8 (6.25%) Microsoft Azure
2 8 (6.25%) SaaS
3 1 (0.78%) Adobe Analytics
3 1 (0.78%) Google Analytics
Communications & Networking
1 10 (7.81%) HTTP
2 9 (7.03%) Firewall
3 4 (3.13%) LAN
3 4 (3.13%) WAN
4 2 (1.56%) BGP
4 2 (1.56%) Internet
4 2 (1.56%) MPLS
4 2 (1.56%) Network Security
4 2 (1.56%) OSPF
4 2 (1.56%) TCP/IP
4 2 (1.56%) VoIP
4 2 (1.56%) VPN
4 2 (1.56%) Wireless
Database & Business Intelligence
1 49 (38.28%) Big Data
2 45 (35.16%) Hadoop
3 44 (34.38%) Relational Database
4 36 (28.13%) MongoDB
5 35 (27.34%) Apache Hive
6 25 (19.53%) MySQL
7 24 (18.75%) RDBMS
8 16 (12.50%) NoSQL
9 15 (11.72%) CouchDB
10 14 (10.94%) Data Mining
10 14 (10.94%) SQL Server
11 11 (8.59%) QlikView
12 8 (6.25%) Apache Accumulo
12 8 (6.25%) Spotfire
12 8 (6.25%) SQL Server Reporting Services
13 7 (5.47%) Apache Cassandra
13 7 (5.47%) Data Warehouse
13 7 (5.47%) SQL Server Integration Services
14 6 (4.69%) DataStage
14 6 (4.69%) PostgreSQL
Development Applications
1 12 (9.38%) Git (software)
2 11 (8.59%) Bitbucket
2 11 (8.59%) Jenkins
3 9 (7.03%) Maven
4 8 (6.25%) Eclipse
5 6 (4.69%) JIRA
5 6 (4.69%) Sonatype Nexus
5 6 (4.69%) Vagrant
6 1 (0.78%) JUnit
General
1 15 (11.72%) Finance
2 11 (8.59%) Military
3 10 (7.81%) Marketing
4 7 (5.47%) Legal
5 6 (4.69%) Games
6 5 (3.91%) Electronics
6 5 (3.91%) Manufacturing
6 5 (3.91%) Telecoms
7 4 (3.13%) Banking
8 2 (1.56%) Retail
9 1 (0.78%) Local Government
Job Titles
1 48 (37.50%) Developer
2 26 (20.31%) Software Developer
3 22 (17.19%) Data Scientist
4 17 (13.28%) Analyst
4 17 (13.28%) Software Engineer
5 16 (12.50%) Java Developer
5 16 (12.50%) Java Software Developer
6 15 (11.72%) Lead Developer
7 13 (10.16%) Lead Software Developer
8 9 (7.03%) Analytics Consultant
8 9 (7.03%) Consultant
9 8 (6.25%) Data Analytics Consultant
9 8 (6.25%) Data Consultant
9 8 (6.25%) Java Engineer
9 8 (6.25%) Java Software Engineer
9 8 (6.25%) SQL Developer
10 7 (5.47%) PHP Developer
10 7 (5.47%) Senior Consultant
10 7 (5.47%) Senior Data Analytics Consultant
11 6 (4.69%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 39 (30.47%) HTML
2 35 (27.34%) CSS
3 28 (21.88%) Spring
4 25 (19.53%) HTML5
5 22 (17.19%) jQuery
6 21 (16.41%) CSS3
7 20 (15.63%) AngularJS
7 20 (15.63%) Apache Camel
7 20 (15.63%) Hibernate
7 20 (15.63%) Node.js
8 19 (14.84%) Java EE
8 19 (14.84%) Middleware
9 15 (11.72%) .NET
9 15 (11.72%) ASP.NET
10 11 (8.59%) REST
11 10 (7.81%) Backbone.js
11 10 (7.81%) Elastic Stack
12 8 (6.25%) Apache Jena
12 8 (6.25%) Spring Boot
12 8 (6.25%) Spring Cloud
Miscellaneous
1 23 (17.97%) Analytical Skills
2 18 (14.06%) Computer Science
3 15 (11.72%) PKI
3 15 (11.72%) User Experience
4 12 (9.38%) Management Information System
5 11 (8.59%) Algorithms
6 4 (3.13%) Data Structures
7 3 (2.34%) Mobile App
7 3 (2.34%) Online Banking
8 2 (1.56%) Cyber Attack
8 2 (1.56%) Data Protection Act
8 2 (1.56%) Driving Licence
8 2 (1.56%) Security Operations Centre
8 2 (1.56%) Smart Energy
8 2 (1.56%) Smart Meter
8 2 (1.56%) Social Media
9 1 (0.78%) Greenfield Project
9 1 (0.78%) iPad
9 1 (0.78%) iSeries
9 1 (0.78%) Linux Command Line
Operating Systems
1 32 (25.00%) Linux
2 8 (6.25%) Unix
2 8 (6.25%) Windows
3 4 (3.13%) Android
3 4 (3.13%) Apple iOS
4 1 (0.78%) AIX
4 1 (0.78%) HPUX
4 1 (0.78%) Windows Server
4 1 (0.78%) Windows Server 2008
4 1 (0.78%) Windows Server 2012
Processes & Methodologies
1 128 (100.00%) Analytics
2 52 (40.63%) Agile Software Development
3 37 (28.91%) Business Intelligence
3 37 (28.91%) DevOps
4 33 (25.78%) Scrum
4 33 (25.78%) Software Engineering
5 24 (18.75%) Information Security
5 24 (18.75%) Visualisation
6 23 (17.97%) TDD
7 22 (17.19%) Mathematics
7 22 (17.19%) Open Source
8 21 (16.41%) Microservices
8 21 (16.41%) Time Management
9 20 (15.63%) Machine Learning
10 19 (14.84%) SDLC
11 18 (14.06%) Big Data Analytics
12 16 (12.50%) Continuous Integration
12 16 (12.50%) Statistics
13 13 (10.16%) Data Management
14 12 (9.38%) Artificial Intelligence
Programming Languages
1 51 (39.84%) SQL
2 47 (36.72%) Java
3 45 (35.16%) Python
4 44 (34.38%) JavaScript
5 24 (18.75%) C#
6 23 (17.97%) C
7 20 (15.63%) R
7 20 (15.63%) Ruby
8 17 (13.28%) Perl
9 15 (11.72%) MATLAB
10 10 (7.81%) C++
11 8 (6.25%) PHP
12 6 (4.69%) Scala
13 4 (3.13%) Apple Swift
13 4 (3.13%) Objective-C
13 4 (3.13%) T-SQL
14 2 (1.56%) TypeScript
15 1 (0.78%) PL/SQL
15 1 (0.78%) VBA
Qualifications
1 34 (26.56%) Degree
2 16 (12.50%) Numerate Degree
3 15 (11.72%) Security Cleared
4 13 (10.16%) PhD
5 12 (9.38%) DV Cleared
6 7 (5.47%) Computer Science Degree
7 3 (2.34%) CISA
8 2 (1.56%) CCNP
8 2 (1.56%) Cisco Certification
8 2 (1.56%) ISO 27001 Lead Auditor
8 2 (1.56%) JNCIP
9 1 (0.78%) ACCA
9 1 (0.78%) CIPFA
9 1 (0.78%) CISM
9 1 (0.78%) QiCA
Quality Assurance & Compliance
1 7 (5.47%) QA
2 6 (4.69%) Data Quality
3 4 (3.13%) ISO/IEC 27001
4 2 (1.56%) GDPR
4 2 (1.56%) ISO/IEC 27005
4 2 (1.56%) PCI DSS
5 1 (0.78%) Sarbanes-Oxley
System Software
1 24 (18.75%) VMware Infrastructure
2 19 (14.84%) Hyper-V
3 11 (8.59%) Docker
4 4 (3.13%) Active Directory
Systems Management
1 11 (8.59%) Opscode Chef
2 6 (4.69%) Puppet
3 5 (3.91%) Packer
4 2 (1.56%) Nessus
4 2 (1.56%) Nexpose
4 2 (1.56%) Nmap
4 2 (1.56%) QRadar
Vendors
1 31 (24.22%) Oracle
2 24 (18.75%) VMware
3 8 (6.25%) Microsoft
3 8 (6.25%) Red Hat
3 8 (6.25%) SAP
4 7 (5.47%) Informatica
5 6 (4.69%) Ab Initio
5 6 (4.69%) MicroStrategy
5 6 (4.69%) Splunk
5 6 (4.69%) Xamarin
6 5 (3.91%) Aquila
7 4 (3.13%) Rackspace
7 4 (3.13%) Tableau
8 2 (1.56%) Apple
8 2 (1.56%) ArcSight
8 2 (1.56%) Cisco
8 2 (1.56%) Cloudera
8 2 (1.56%) McAfee
8 2 (1.56%) NetWitness
8 2 (1.56%) Progress
Manchester, Lancashire
HAYS INFORMATION TECHNOLOGY
Salary: £15500.00 per annum + Benefits
Posted: 5 days ago
Manchester, Lancashire
ReThink Recruitment
Posted: 2 days ago
Manchester, Lancashire
Lorien Resourcing
Salary: £60000 - £72000 per annum
Posted: 4 days ago
Manchester, Lancashire
ReThink Recruitment
Posted: 5 days ago
Manchester, Lancashire
Evolution Recruitment Solutions
Salary: 45,000 - 60,000 + Bens
Posted: 5 days ago
Manchester
Computer Futures
Salary: £70000 per annum + competitive
Posted: 18 days ago
Stockport
Computer Futures
Salary: competitive
Posted: 17 days ago
Manchester
Cathcart Associates
Salary: £27000 - £42000 per annum
Posted: 18 days ago
Manchester
Freshfields Bruckhaus Deringer
Salary: Highly Competitive Plus Benefits
Posted: 10 days ago