Period
to 17 January 2018

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in Manchester. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 17 January 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
North West > Manchester
6 months to
17 Jan 2018
Same period 2017 Same period 2016
Rank 28 41 25
Rank change year-on-year +13 -16 +2
Permanent jobs citing Analytical Skills 662 469 562
As % of all permanent IT jobs advertised in Manchester 8.91% 6.30% 8.10%
As % of the Miscellaneous category 22.50% 14.98% 22.28%
Number of salaries quoted 481 381 475
Manchester median annual salary £45,000 £40,000 £39,500
Median salary % change year-on-year +12.50% +1.27% +12.86%
10th Percentile £26,750 £26,250 £21,675
90th Percentile £72,500 £65,000 £61,500
North West median annual salary £45,000 £40,000 £38,500
% change year-on-year +12.50% +3.90% +2.67%

Analytical Skills is in the Generic IT Skills category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Manchester with a requirement for generic IT skills.

All Generic IT Skills
Manchester
Permanent vacancies with a requirement for generic IT skills 2,942 3,131 2,522
As % of all permanent IT jobs advertised in Manchester 39.61% 42.07% 36.37%
Number of salaries quoted 2,378 2,710 1,994
Manchester median annual salary £45,000 £42,500 £41,000
Median salary % change year-on-year +5.88% +3.66% +9.33%
10th Percentile £26,250 £26,250 £24,000
90th Percentile £67,500 £63,875 £62,500
North West median annual salary £43,000 £40,000 £40,000
% change year-on-year +7.50% - +2.56%

Analytical Skills
Job Vacancy Trend in Manchester

Job postings citing Analytical Skills as a percentage of all IT jobs advertised in Manchester.

Job vacancy trend for Analytical Skills in Manchester

Analytical Skills
Salary Trend in Manchester

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Analytical Skills in Manchester.

Salary trend for Analytical Skills in Manchester

Analytical Skills
Salary Histogram in Manchester

The salary distribution of IT jobs citing Analytical Skills in Manchester over the 6 months to 17 January 2018.

Salary histogram for Analytical Skills in Manchester

Analytical Skills
Job Locations in Manchester

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytical Skills within the Manchester region over the 6 months to 17 January 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Rochdale +17 22 £31,009 -17.31% 7
Wigan +14 17 £37,500 +7.14% 1
Stockport -22 14 £51,250 +13.89% 7
Altrincham +2 13 £41,000 +17.14% 1
Salford -3 8 £37,500 +29.31% 1
Bolton +3 4 £32,500 -7.14% 7
Cheadle -12 4 £28,000 -17.65% 7
Bury +11 2 £40,000 +15.94% 1
Sale +8 1 £28,000 -8.20%
Oldham +6 1 - - 1
Heywood - 1 £19,500 -
Analytical Skills
North West

For the 6 months to 17 January 2018, IT jobs citing Analytical Skills 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 Analytical Skills.

1 193 (29.15%) Finance
2 179 (27.04%) Degree
3 172 (25.98%) SQL
4 143 (21.60%) Agile Software Development
5 141 (21.30%) SAP
6 132 (19.94%) Retail
7 122 (18.43%) Microsoft
8 113 (17.07%) .NET
9 110 (16.62%) Business Intelligence
10 109 (16.47%) SQL Server
11 106 (16.01%) C#
12 100 (15.11%) JavaScript
13 87 (13.14%) Analytics
14 85 (12.84%) Project Management
15 84 (12.69%) Manufacturing
16 75 (11.33%) Java
17 72 (10.88%) HTML
18 71 (10.73%) MVC
19 69 (10.42%) Python
20 68 (10.27%) SQL Server Reporting Services
21 66 (9.97%) QA
21 66 (9.97%) CSS
22 63 (9.52%) Windows
23 62 (9.37%) AngularJS
24 61 (9.21%) Management Information System
25 59 (8.91%) SQL Server Integration Services
26 56 (8.46%) Software Engineering
27 55 (8.31%) Marketing
27 55 (8.31%) Stakeholder Management
28 53 (8.01%) jQuery

Analytical Skills
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 42 (6.34%) SAS
2 17 (2.57%) Apache Spark
3 8 (1.21%) BizTalk Server
3 8 (1.21%) Confluence
4 6 (0.91%) SharePoint
5 5 (0.76%) CMS
5 5 (0.76%) JBoss
5 5 (0.76%) Oracle Application Server
6 4 (0.60%) Drupal
7 3 (0.45%) Oracle Workflow
8 2 (0.30%) Apache
8 2 (0.30%) Elasticsearch
8 2 (0.30%) NetWeaver
8 2 (0.30%) nginx
8 2 (0.30%) Sitecore CMS
9 1 (0.15%) Apache Pig
9 1 (0.15%) Cloud Foundry
9 1 (0.15%) Liferay
9 1 (0.15%) Oracle SOA Suite
9 1 (0.15%) WordPress
Applications
1 50 (7.55%) Microsoft Excel
2 35 (5.29%) Microsoft Office
3 12 (1.81%) Microsoft PowerPoint
4 10 (1.51%) Microsoft Project
5 7 (1.06%) MS Visio
5 7 (1.06%) SOLIDWORKS
6 5 (0.76%) Spreadsheet
7 4 (0.60%) SPSS
8 2 (0.30%) Acrobat
Business Applications
1 16 (2.42%) SAP MM
2 14 (2.11%) Magento
3 12 (1.81%) SAP SD
4 11 (1.66%) Dynamics CRM
5 9 (1.36%) Dynamics NAV
6 8 (1.21%) SAP SCM
6 8 (1.21%) SAP VC
7 6 (0.91%) SAP BPC
8 5 (0.76%) Dynamics AX
9 4 (0.60%) NetSuite
9 4 (0.60%) SAP CO
9 4 (0.60%) SAP FI
9 4 (0.60%) SAP HCM
9 4 (0.60%) SAP Retail
9 4 (0.60%) SAP S/4HANA
9 4 (0.60%) Unit4 Business World
10 3 (0.45%) SAP FI/CO
10 3 (0.45%) SAP Hybris
10 3 (0.45%) Shopify
11 2 (0.30%) SAP QM
Cloud Services
1 35 (5.29%) Microsoft Azure
2 19 (2.87%) Amazon AWS
3 11 (1.66%) Google Analytics
4 10 (1.51%) Dynamics 365
5 8 (1.21%) AdWords
6 6 (0.91%) iPaaS
7 5 (0.76%) SaaS
8 4 (0.60%) Amazon S3
8 4 (0.60%) Google Cloud Platform
8 4 (0.60%) SuccessFactors
9 3 (0.45%) Cloud Computing
9 3 (0.45%) IaaS
9 3 (0.45%) Office 365
10 2 (0.30%) GitHub
10 2 (0.30%) OneDrive
11 1 (0.15%) Bluemix
11 1 (0.15%) Google Tag Manager
11 1 (0.15%) PaaS
11 1 (0.15%) Responsys
11 1 (0.15%) Silverpop
Communications & Networking
1 34 (5.14%) Internet
2 10 (1.51%) FTP
2 10 (1.51%) TCP/IP
3 9 (1.36%) ADSL
3 9 (1.36%) PSTN
4 8 (1.21%) Broadband
4 8 (1.21%) SAN
4 8 (1.21%) WinSCP
5 7 (1.06%) Bluetooth
6 5 (0.76%) WAN
7 4 (0.60%) Network Security
7 4 (0.60%) SSL
8 3 (0.45%) VoIP
9 2 (0.30%) Firewall
9 2 (0.30%) NetScaler
10 1 (0.15%) NAS
10 1 (0.15%) RFID
10 1 (0.15%) Skype
10 1 (0.15%) VoWiFi
10 1 (0.15%) Wi-Fi
Database & Business Intelligence
1 109 (16.47%) SQL Server
2 68 (10.27%) SQL Server Reporting Services
3 59 (8.91%) SQL Server Integration Services
4 48 (7.25%) Data Warehouse
5 45 (6.80%) Big Data
6 40 (6.04%) MySQL
7 37 (5.59%) SQL Server Analysis Services
8 26 (3.93%) Power BI
9 25 (3.78%) Hadoop
10 19 (2.87%) Base SAS
10 19 (2.87%) SAS Data Integration Studio
10 19 (2.87%) SAS Enterprise Guide
11 17 (2.57%) SAS Visual Analytics
11 17 (2.57%) SQL Server 2008
12 13 (1.96%) Relational Database
13 11 (1.66%) MongoDB
14 10 (1.51%) Crystal Reports
14 10 (1.51%) Microsoft Analysis Services
14 10 (1.51%) PowerPivot
15 8 (1.21%) Data Mining
Development Applications
1 43 (6.50%) Git (software)
2 24 (3.63%) JIRA
3 19 (2.87%) eCATT
3 19 (2.87%) LSMW
4 17 (2.57%) ProC
4 17 (2.57%) Visual Studio
5 13 (1.96%) Subversion
6 12 (1.81%) Selenium
7 10 (1.51%) Team Foundation Server
8 9 (1.36%) Cucumber
8 9 (1.36%) TeamCity
9 7 (1.06%) SQL Server Management Studio (SSMS)
10 6 (0.91%) GitLab
10 6 (0.91%) PyCharm
11 5 (0.76%) JUnit
11 5 (0.76%) NUnit
11 5 (0.76%) Zephyr
12 4 (0.60%) gulp
12 4 (0.60%) Toad
13 3 (0.45%) Babel
General
1 193 (29.15%) Finance
2 132 (19.94%) Retail
3 84 (12.69%) Manufacturing
4 55 (8.31%) Marketing
5 46 (6.95%) Telecoms
6 43 (6.50%) Publishing
7 38 (5.74%) Electronics
8 37 (5.59%) Billing
9 27 (4.08%) Automotive
9 27 (4.08%) Banking
10 18 (2.72%) Legal
11 17 (2.57%) Advertising
11 17 (2.57%) Games
12 10 (1.51%) German Language
13 5 (0.76%) General Ledger
14 4 (0.60%) Brand Awareness
15 3 (0.45%) Back Office
15 3 (0.45%) Financial Institution
15 3 (0.45%) Law
16 1 (0.15%) Pharmaceutical
Job Titles
1 136 (20.54%) Analyst
2 131 (19.79%) Consultant
3 113 (17.07%) Developer
4 63 (9.52%) SAP Consultant
5 53 (8.01%) Architect
6 41 (6.19%) Business Analyst
7 40 (6.04%) Software Engineer
8 30 (4.53%) Senior Consultant
9 27 (4.08%) Graduate
10 25 (3.78%) Data Analyst
11 22 (3.32%) Technical Architect
12 20 (3.02%) Business Consultant
12 20 (3.02%) Support Consultant
13 19 (2.87%) Graduate Analyst
13 19 (2.87%) Senior Developer
14 17 (2.57%) Front End Developer (Client-Side Developer)
14 17 (2.57%) Programme Analyst
15 16 (2.42%) SAP Architect
15 16 (2.42%) SQL Analyst
16 15 (2.27%) IT Manager
Libraries, Frameworks & Software Standards
1 113 (17.07%) .NET
2 72 (10.88%) HTML
3 66 (9.97%) CSS
4 62 (9.37%) AngularJS
5 53 (8.01%) jQuery
6 49 (7.40%) React
7 44 (6.65%) ASP.NET
8 41 (6.19%) Web Services
9 38 (5.74%) HTML5
10 33 (4.98%) .NET Framework
11 26 (3.93%) ASP.NET MVC
12 22 (3.32%) Entity Framework
13 21 (3.17%) CSS3
13 21 (3.17%) EDI
13 21 (3.17%) Ember.js
14 19 (2.87%) Backbone.js
14 19 (2.87%) IDoc
15 17 (2.57%) Node.js
16 16 (2.42%) Twitter Bootstrap
17 14 (2.11%) Ajax
Miscellaneous
1 61 (9.21%) Management Information System
2 47 (7.10%) Computer Science
3 34 (5.14%) User Experience
4 23 (3.47%) Mobile App
5 19 (2.87%) LIMS
6 14 (2.11%) Algorithms
7 13 (1.96%) Enterprise Software
8 12 (1.81%) iPad
9 10 (1.51%) Digital Media
10 8 (1.21%) Clustering
10 8 (1.21%) EPoS
10 8 (1.21%) Linux Command Line
11 7 (1.06%) Greenfield Project
12 6 (0.91%) 3D Graphics
12 6 (0.91%) Augmented Reality
12 6 (0.91%) Embedded Systems
12 6 (0.91%) Hybrid Cloud
12 6 (0.91%) Social Media
13 5 (0.76%) Chip and PIN
14 4 (0.60%) NHS
Operating Systems
1 63 (9.52%) Windows
2 47 (7.10%) Linux
3 16 (2.42%) Android
4 12 (1.81%) Windows Server 2012
5 11 (1.66%) Windows Server
6 9 (1.36%) Apple iOS
7 7 (1.06%) Debian
8 6 (0.91%) Windows Server 2008
9 5 (0.76%) Unix
9 5 (0.76%) Windows 7
10 4 (0.60%) Windows Server 2003
11 2 (0.30%) Windows 10
12 1 (0.15%) AIX
12 1 (0.15%) VMS
Processes & Methodologies
1 143 (21.60%) Agile Software Development
2 110 (16.62%) Business Intelligence
3 87 (13.14%) Analytics
4 85 (12.84%) Project Management
5 71 (10.73%) MVC
6 56 (8.46%) Software Engineering
7 55 (8.31%) Stakeholder Management
8 52 (7.85%) Data Analysis
8 52 (7.85%) Machine Learning
9 51 (7.70%) Continuous Improvement
9 51 (7.70%) SDLC
10 50 (7.55%) DevOps
10 50 (7.55%) People Management
11 43 (6.50%) E-Commerce
11 43 (6.50%) Logistics
11 43 (6.50%) Mentoring
11 43 (6.50%) Test Automation
12 42 (6.34%) Integration Testing
13 41 (6.19%) Digital Marketing
14 40 (6.04%) Scrum
Programming Languages
1 172 (25.98%) SQL
2 106 (16.01%) C#
3 100 (15.11%) JavaScript
4 75 (11.33%) Java
5 69 (10.42%) Python
6 42 (6.34%) C++
7 41 (6.19%) C
8 32 (4.83%) PHP
8 32 (4.83%) T-SQL
9 26 (3.93%) ABAP
10 25 (3.78%) R
10 25 (3.78%) VB.NET
11 23 (3.47%) VBA
12 17 (2.57%) PROC SQL
12 17 (2.57%) SAS Macro
13 8 (1.21%) Go
13 8 (1.21%) Objective-C
14 7 (1.06%) Embedded C
15 6 (0.91%) MATLAB
15 6 (0.91%) VB
Qualifications
1 179 (27.04%) Degree
2 32 (4.83%) Security Cleared
3 19 (2.87%) DV Cleared
4 13 (1.96%) ISTQB
5 8 (1.21%) ISEB
5 8 (1.21%) Master's Degree
5 8 (1.21%) SAP Certification
6 7 (1.06%) Computer Science Degree
7 6 (0.91%) CISSP
7 6 (0.91%) Postgraduate
8 5 (0.76%) CISM
8 5 (0.76%) Numerate Degree
8 5 (0.76%) SAS Certification
8 5 (0.76%) SC Cleared
9 4 (0.60%) ISTQB Foundation Certification
9 4 (0.60%) PMP
9 4 (0.60%) PRINCE2 Practitioner
10 3 (0.45%) APMG
10 3 (0.45%) HND
10 3 (0.45%) Sun Certification
Quality Assurance & Compliance
1 66 (9.97%) QA
2 14 (2.11%) Data Quality
3 10 (1.51%) ISO/IEC 27001
4 9 (1.36%) GDPR
5 8 (1.21%) SLA
6 7 (1.06%) ISO 13485
7 6 (0.91%) ISO 22301
7 6 (0.91%) PMO
8 5 (0.76%) GCP
9 2 (0.30%) ISO 14001
9 2 (0.30%) ISO 9001
9 2 (0.30%) Sarbanes-Oxley
10 1 (0.15%) PCI DSS
System Software
1 15 (2.27%) Docker
2 11 (1.66%) Active Directory
3 7 (1.06%) VMware Infrastructure
4 4 (0.60%) HDFS
5 3 (0.45%) Apache Flume
6 2 (0.30%) Microsoft App-V
6 2 (0.30%) Varnish
6 2 (0.30%) VMware ESXi
6 2 (0.30%) XenApp
6 2 (0.30%) XenDesktop
6 2 (0.30%) XenServer
Systems Management
1 15 (2.27%) Kubernetes
2 12 (1.81%) Ansible
3 8 (1.21%) Opscode Chef
3 8 (1.21%) Puppet
4 6 (0.91%) Microsoft Clustering
5 5 (0.76%) SCCM
6 4 (0.60%) Kibana
7 3 (0.45%) EMC NetWorker
8 2 (0.30%) HAProxy
8 2 (0.30%) HP Quality Center
8 2 (0.30%) XenMobile
9 1 (0.15%) Capistrano
Vendors
1 141 (21.30%) SAP
2 122 (18.43%) Microsoft
3 37 (5.59%) Oracle
4 27 (4.08%) Atlassian
5 19 (2.87%) Google
6 17 (2.57%) Tableau
7 10 (1.51%) Sitecore
8 9 (1.36%) VMware
9 8 (1.21%) Hitwise
9 8 (1.21%) Xamarin
10 7 (1.06%) Cognos
11 6 (0.91%) Cloudera
11 6 (0.91%) SolarWinds
12 5 (0.76%) DoubleClick
12 5 (0.76%) IBM
12 5 (0.76%) Informatica
12 5 (0.76%) Salesforce.com
12 5 (0.76%) Teradata
13 4 (0.60%) Ariba
13 4 (0.60%) OpenText