Period
to 25 June 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 25 June 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
North West > Manchester
6 months to
25 Jun 2018
Same period 2017 Same period 2016
Rank 37 32 25
Rank change year-on-year -5 -7 -1
Permanent jobs citing Analytical Skills 550 648 545
As % of all permanent IT jobs advertised in Manchester 7.70% 8.02% 7.98%
As % of the Miscellaneous category 20.75% 18.04% 18.72%
Number of salaries quoted 420 522 470
Manchester median annual salary £46,750 £40,000 £40,000
Median salary % change year-on-year +16.88% - +4.17%
10th Percentile £27,500 £24,000 £21,950
90th Percentile £72,500 £67,500 £62,500
North West median annual salary £42,500 £40,000 £37,500
% change year-on-year +6.25% +6.67% -3.85%

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 2,650 3,592 2,912
As % of all permanent IT jobs advertised in Manchester 37.10% 44.46% 42.65%
Number of salaries quoted 2,121 3,039 2,492
Manchester median annual salary £42,500 £42,500 £42,500
10th Percentile £25,000 £25,450 £23,775
90th Percentile £68,750 £65,000 £62,500
North West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - -

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 25 June 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 25 June 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
Stockport +3 36 £47,500 +26.67% 4
Salford +8 20 £37,747 +34.81% 4
Bolton +2 17 £40,000 +14.29% 4
Rochdale -5 6 £30,000 -16.67%
Altrincham -6 6 £36,750 +40.00% 2
Wigan +3 4 £37,500 -21.05%
Cheadle +2 4 £40,000 -33.33% 2
Oldham +9 3 - - 1
Bury -8 1 £55,000 +22.22%
Ashton-under-Lyne - 1 £35,000 -
Analytical Skills
North West

For the 6 months to 25 June 2018, IT jobs citing Analytical Skills also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Manchester region with a requirement for Analytical Skills.

1 196 (35.64%) Problem-Solving
2 180 (32.73%) Finance
3 174 (31.64%) Agile Software Development
4 131 (23.82%) SQL
5 114 (20.73%) C#
6 107 (19.45%) Retail
7 104 (18.91%) .NET
8 103 (18.73%) Degree
9 88 (16.00%) Microsoft
9 88 (16.00%) Manufacturing
10 87 (15.82%) JavaScript
10 87 (15.82%) SAP
11 86 (15.64%) Business Intelligence
12 85 (15.45%) Java
13 75 (13.64%) Analytics
14 73 (13.27%) Project Management
14 73 (13.27%) Marketing
15 69 (12.55%) Self-Motivation
16 67 (12.18%) HTML
17 64 (11.64%) SQL Server
18 61 (11.09%) Software Engineering
19 59 (10.73%) Telecoms
19 59 (10.73%) Scrum
20 58 (10.55%) Programme Management
20 58 (10.55%) Digital Marketing
20 58 (10.55%) SDLC
21 55 (10.00%) MVC
22 54 (9.82%) Stakeholder Management
23 53 (9.64%) CSS
23 53 (9.64%) Python

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 26 (4.73%) SAS
2 23 (4.18%) Apache Spark
3 8 (1.45%) Confluence
4 6 (1.09%) JBoss
5 5 (0.91%) CMS
5 5 (0.91%) Elasticsearch
6 4 (0.73%) Alfresco
6 4 (0.73%) NetWeaver
7 3 (0.55%) BizTalk Server
7 3 (0.55%) SharePoint
7 3 (0.55%) WordPress
8 2 (0.36%) Drupal
8 2 (0.36%) Oracle Application Server
8 2 (0.36%) Oracle Workflow
8 2 (0.36%) Sitecore CMS
9 1 (0.18%) Apache
9 1 (0.18%) Cloud Foundry
9 1 (0.18%) ColdFusion
9 1 (0.18%) IIS
9 1 (0.18%) Tomcat
Applications
1 33 (6.00%) Microsoft Excel
2 31 (5.64%) Microsoft Office
3 13 (2.36%) Microsoft PowerPoint
4 12 (2.18%) Microsoft Project
5 5 (0.91%) Spreadsheet
6 4 (0.73%) SOLIDWORKS
7 2 (0.36%) Adobe Creative Suite
7 2 (0.36%) InDesign
7 2 (0.36%) SPSS
8 1 (0.18%) MS Visio
Business Applications
1 34 (6.18%) Dynamics NAV
2 14 (2.55%) Dynamics CRM
3 8 (1.45%) Dynamics AX
4 5 (0.91%) Oracle Assets
4 5 (0.91%) Oracle Payables
4 5 (0.91%) Oracle Receivables
5 4 (0.73%) HFM
5 4 (0.73%) Oracle EBS
5 4 (0.73%) Oracle EBS R12
5 4 (0.73%) Oracle General Ledger
5 4 (0.73%) SAP CO
5 4 (0.73%) SAP FI
5 4 (0.73%) SAP FI/CO
5 4 (0.73%) SAP FSCM
5 4 (0.73%) SAP QM
6 3 (0.55%) Magento
6 3 (0.55%) Oracle ERP
7 2 (0.36%) CaseMap
7 2 (0.36%) NetSuite
7 2 (0.36%) SAP InfiniteInsight
Cloud Services
1 27 (4.91%) SaaS
2 23 (4.18%) Microsoft Azure
3 21 (3.82%) Amazon AWS
4 18 (3.27%) Google Cloud Platform
5 9 (1.64%) Amazon S3
5 9 (1.64%) Dynamics 365
6 8 (1.45%) Cloud Computing
6 8 (1.45%) Google Analytics
7 6 (1.09%) GitHub
7 6 (1.09%) IaaS
8 4 (0.73%) Amazon EC2
9 2 (0.36%) BlazeMeter
9 2 (0.36%) BrowserStack
9 2 (0.36%) Office 365
9 2 (0.36%) PaaS
10 1 (0.18%) Google App Engine
10 1 (0.18%) npm
10 1 (0.18%) Salesforce Sales Cloud
10 1 (0.18%) Serverless
10 1 (0.18%) SuccessFactors
Communications & Networking
1 26 (4.73%) Internet
2 11 (2.00%) Broadband
3 7 (1.27%) LAN
4 6 (1.09%) Firewall
5 5 (0.91%) Network Security
5 5 (0.91%) WAN
6 4 (0.73%) Bluetooth
6 4 (0.73%) TCP/IP
6 4 (0.73%) Wireless
7 3 (0.55%) Intrusion Detection
7 3 (0.55%) RFID
7 3 (0.55%) SAN
8 2 (0.36%) AMQP
8 2 (0.36%) NetScaler
8 2 (0.36%) VPN
8 2 (0.36%) Wi-Fi
9 1 (0.18%) BGP
9 1 (0.18%) Cisco IOS
9 1 (0.18%) MPLS
9 1 (0.18%) OSPF
Database & Business Intelligence
1 64 (11.64%) SQL Server
2 43 (7.82%) Big Data
3 35 (6.36%) Relational Database
4 24 (4.36%) Hadoop
5 23 (4.18%) MySQL
6 16 (2.91%) SQL Server Reporting Services
7 14 (2.55%) RDBMS
8 12 (2.18%) Data Mining
8 12 (2.18%) SQL Server Integration Services
9 11 (2.00%) Data Warehouse
9 11 (2.00%) SQL Server Analysis Services
10 10 (1.82%) Base SAS
10 10 (1.82%) MongoDB
10 10 (1.82%) Power BI
10 10 (1.82%) SAS Data Integration Studio
10 10 (1.82%) SAS Enterprise Guide
10 10 (1.82%) SAS Visual Analytics
11 9 (1.64%) Oracle Database
12 8 (1.45%) NoSQL
12 8 (1.45%) QlikView
Development Applications
1 30 (5.45%) JIRA
2 22 (4.00%) Git (software)
3 17 (3.09%) Visual Studio
4 11 (2.00%) eCATT
4 11 (2.00%) LSMW
5 10 (1.82%) JUnit
5 10 (1.82%) ProC
6 8 (1.45%) Selenium
6 8 (1.45%) SpecFlow
6 8 (1.45%) Subversion
6 8 (1.45%) TeamCity
7 5 (0.91%) Cucumber
7 5 (0.91%) Gradle
7 5 (0.91%) Maven
7 5 (0.91%) Mercurial
7 5 (0.91%) Spock
8 4 (0.73%) GitLab
8 4 (0.73%) TestNG
9 3 (0.55%) Jenkins
9 3 (0.55%) PyCharm
General
1 180 (32.73%) Finance
2 107 (19.45%) Retail
3 88 (16.00%) Manufacturing
4 73 (13.27%) Marketing
5 59 (10.73%) Telecoms
6 50 (9.09%) Electronics
7 41 (7.45%) Publishing
8 29 (5.27%) Banking
9 22 (4.00%) Advertising
10 12 (2.18%) Back Office
10 12 (2.18%) Billing
11 11 (2.00%) Legal
12 8 (1.45%) Automotive
12 8 (1.45%) General Ledger
13 7 (1.27%) Games
14 6 (1.09%) Law
14 6 (1.09%) Pharmaceutical
15 3 (0.55%) Financial Institution
16 2 (0.36%) International Banking
17 1 (0.18%) Retail Banking
Job Titles
1 119 (21.64%) Developer
2 114 (20.73%) Analyst
3 65 (11.82%) Consultant
4 42 (7.64%) Architect
5 38 (6.91%) Business Analyst
6 25 (4.55%) .NET Developer
6 25 (4.55%) Software Engineer
7 24 (4.36%) Software Manager
8 22 (4.00%) Project Manager
9 21 (3.82%) SAP Consultant
10 20 (3.64%) Test Analyst
11 19 (3.45%) C# .NET Developer
11 19 (3.45%) C# Developer
11 19 (3.45%) Engineering Manager
11 19 (3.45%) Front End Developer (Client-Side Developer)
11 19 (3.45%) Solutions Architect
12 18 (3.27%) Dynamics NAV Consultant
12 18 (3.27%) Software Developer
12 18 (3.27%) Software Engineering Manager
13 17 (3.09%) Graduate
Libraries, Frameworks & Software Standards
1 104 (18.91%) .NET
2 67 (12.18%) HTML
3 53 (9.64%) AngularJS
3 53 (9.64%) CSS
4 49 (8.91%) ASP.NET
5 40 (7.27%) Web Services
6 32 (5.82%) React
7 30 (5.45%) HTML5
8 28 (5.09%) jQuery
9 27 (4.91%) .NET Framework
10 23 (4.18%) ASP.NET MVC
11 15 (2.73%) Entity Framework
12 14 (2.55%) CSS3
12 14 (2.55%) REST
13 13 (2.36%) ASP.NET Web API
14 12 (2.18%) cXML
14 12 (2.18%) SAML
15 11 (2.00%) EDI
15 11 (2.00%) RESTful
15 11 (2.00%) SOAP
Miscellaneous
1 69 (12.55%) Self-Motivation
2 50 (9.09%) User Experience
3 42 (7.64%) Computer Science
4 32 (5.82%) Management Information System
5 23 (4.18%) Enterprise Software
6 21 (3.82%) Data Structures
7 16 (2.91%) LIMS
7 16 (2.91%) Virtual Team
8 14 (2.55%) Mobile App
9 10 (1.82%) Algorithms
9 10 (1.82%) Greenfield Project
10 9 (1.64%) Life Science
11 6 (1.09%) Data Centre
12 5 (0.91%) Analytical Mindset
12 5 (0.91%) Client/Server
13 4 (0.73%) Blog
13 4 (0.73%) Clustering
13 4 (0.73%) Linux Command Line
13 4 (0.73%) Security Operations Centre
14 3 (0.55%) Data Protection Act
Operating Systems
1 32 (5.82%) Linux
2 25 (4.55%) Windows
3 9 (1.64%) Android
4 8 (1.45%) Windows Server
5 7 (1.27%) Unix
6 6 (1.09%) Apple iOS
6 6 (1.09%) Debian
6 6 (1.09%) Windows Server 2012
7 4 (0.73%) Embedded Linux
8 2 (0.36%) Windows 7
8 2 (0.36%) Windows Server 2008
8 2 (0.36%) Windows XP
9 1 (0.18%) Red Hat Enterprise Linux
9 1 (0.18%) Ubuntu
9 1 (0.18%) Windows 10
Processes & Methodologies
1 196 (35.64%) Problem-Solving
2 174 (31.64%) Agile Software Development
3 86 (15.64%) Business Intelligence
4 75 (13.64%) Analytics
5 73 (13.27%) Project Management
6 61 (11.09%) Software Engineering
7 59 (10.73%) Scrum
8 58 (10.55%) Digital Marketing
8 58 (10.55%) Programme Management
8 58 (10.55%) SDLC
9 55 (10.00%) MVC
10 54 (9.82%) Stakeholder Management
11 51 (9.27%) Mentoring
12 48 (8.73%) Continuous Integration
13 46 (8.36%) Business Analysis
14 44 (8.00%) Analytical Thinking
14 44 (8.00%) Continuous Improvement
15 42 (7.64%) DevOps
15 42 (7.64%) E-Commerce
16 40 (7.27%) Machine Learning
Programming Languages
1 131 (23.82%) SQL
2 114 (20.73%) C#
3 87 (15.82%) JavaScript
4 85 (15.45%) Java
5 53 (9.64%) Python
6 41 (7.45%) C
7 38 (6.91%) C++
8 29 (5.27%) PHP
9 17 (3.09%) T-SQL
10 15 (2.73%) ABAP
11 14 (2.55%) R
12 10 (1.82%) Go
12 10 (1.82%) PROC SQL
12 10 (1.82%) SAS Macro
12 10 (1.82%) VB.NET
13 9 (1.64%) Scala
14 6 (1.09%) TypeScript
15 5 (0.91%) Objective-C
15 5 (0.91%) VBA
16 4 (0.73%) Embedded C
Qualifications
1 103 (18.73%) Degree
2 20 (3.64%) Security Cleared
3 12 (2.18%) PMP
4 9 (1.64%) APMG
5 7 (1.27%) SC Cleared
6 6 (1.09%) Computer Science Degree
6 6 (1.09%) ISEB
6 6 (1.09%) TOGAF Certification
7 5 (0.91%) BC Cleared
7 5 (0.91%) HND
7 5 (0.91%) Numerate Degree
8 4 (0.73%) DBS Check
8 4 (0.73%) ISTQB
9 3 (0.55%) CCNP
9 3 (0.55%) Cisco Certification
9 3 (0.55%) CISSP
9 3 (0.55%) ITIL Certification
9 3 (0.55%) PMI Certification
10 2 (0.36%) CISA
11 1 (0.18%) CISM
Quality Assurance & Compliance
1 50 (9.09%) QA
2 14 (2.55%) SLA
3 12 (2.18%) Data Quality
3 12 (2.18%) ISO/IEC 27001
4 11 (2.00%) GCP
5 8 (1.45%) PMO
6 7 (1.27%) ISO 9001
7 4 (0.73%) GAAP
7 4 (0.73%) GDPR
7 4 (0.73%) ISO 13485
8 3 (0.55%) ISO 22301
9 2 (0.36%) PCI DSS
10 1 (0.18%) COBIT
10 1 (0.18%) GPG13
System Software
1 31 (5.64%) Docker
2 3 (0.55%) Firmware
3 2 (0.36%) Active Directory
3 2 (0.36%) Hyper-V
4 1 (0.18%) HDFS
4 1 (0.18%) Virtual Servers
4 1 (0.18%) XenServer
Systems Management
1 32 (5.82%) Kubernetes
2 20 (3.64%) Ansible
3 12 (2.18%) Single Sign-On
4 4 (0.73%) Microsoft Clustering
4 4 (0.73%) Opscode Chef
4 4 (0.73%) Puppet
5 3 (0.55%) Kibana
5 3 (0.55%) logstash
6 2 (0.36%) Nessus
6 2 (0.36%) Nexpose
6 2 (0.36%) Nmap
6 2 (0.36%) QRadar
7 1 (0.18%) EMC NetWorker
7 1 (0.18%) FlexNet
7 1 (0.18%) Nagios
7 1 (0.18%) SCCM
7 1 (0.18%) Systems Management Server (SMS)
7 1 (0.18%) Terraform
7 1 (0.18%) ZABBIX
Vendors
1 88 (16.00%) Microsoft
2 87 (15.82%) SAP
3 29 (5.27%) Google
4 25 (4.55%) Oracle
5 16 (2.91%) Tableau
6 14 (2.55%) Capita
7 8 (1.45%) WorldPay
8 6 (1.09%) Adobe
8 6 (1.09%) Atlassian
8 6 (1.09%) Cisco
8 6 (1.09%) Sitecore
9 5 (0.91%) Citrix
9 5 (0.91%) New Relic
9 5 (0.91%) Salesforce.com
9 5 (0.91%) Xamarin
10 4 (0.73%) Hyperion
10 4 (0.73%) VMware
10 4 (0.73%) Zend
11 3 (0.55%) Blue Prism
12 2 (0.36%) NetWitness