Period
to 22 May 2018

The following table provides summary statistics for permanent job vacancies advertised in Manchester with a requirement for Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytics over the 6 months to 22 May 2018 with a comparison to the same period in the previous 2 years.

Analytics
North West > Manchester
6 months to
22 May 2018
Same period 2017 Same period 2016
Rank 63 66 68
Rank change year-on-year +3 +2 +33
Permanent jobs citing Analytics 343 348 250
As % of all permanent IT jobs advertised in Manchester 4.85% 4.50% 3.73%
As % of the Processes & Methodologies category 5.28% 4.85% 4.09%
Number of salaries quoted 266 278 194
Manchester median annual salary £49,250 £40,750 £45,000
Median salary % change year-on-year +20.86% -9.44% +16.13%
10th Percentile £28,750 £27,500 £24,825
90th Percentile £78,750 £65,000 £67,500
North West median annual salary £47,500 £40,000 £42,500
% change year-on-year +18.75% -5.88% +6.25%

Analytics is in the Processes and Methodologies 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 process or methodology skills.

All Process and Methodology Skills
Manchester
Permanent vacancies with a requirement for process or methodology skills 6,502 7,172 6,119
As % of all permanent IT jobs advertised in Manchester 91.93% 92.82% 91.26%
Number of salaries quoted 5,389 6,090 5,104
Manchester median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £27,500 £26,250 £25,000
90th Percentile £67,500 £64,750 £65,000
North West median annual salary £45,000 £40,000 £40,000
% change year-on-year +12.50% - -

Analytics
Job Vacancy Trend in Manchester

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

Job vacancy trend for Analytics in Manchester

Analytics
Salary Trend in Manchester

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

Salary trend for Analytics in Manchester

Analytics
Salary Histogram in Manchester

The salary distribution of IT jobs citing Analytics in Manchester over the 6 months to 22 May 2018.

Salary histogram for Analytics in Manchester

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 Analytics within the Manchester region over the 6 months to 22 May 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 +1 10 £32,500 -31.58% 2
Cheadle +5 9 £35,000 -41.67% 2
Salford -2 5 £46,388 +47.26% 1
Wigan +10 3 £23,000 -22.03%
Analytics
North West

For the 6 months to 22 May 2018, IT jobs citing Analytics 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 Analytics.

1 137 (39.94%) SQL
2 113 (32.94%) Business Intelligence
3 93 (27.11%) Data Analytics
4 87 (25.36%) Analytical Skills
5 77 (22.45%) Finance
6 75 (21.87%) Big Data
7 70 (20.41%) Agile Software Development
8 59 (17.20%) Python
9 57 (16.62%) SAS
10 54 (15.74%) Data Science
11 53 (15.45%) Google
12 51 (14.87%) Marketing
12 51 (14.87%) SQL Server
13 48 (13.99%) Machine Learning
14 46 (13.41%) Mentoring
15 45 (13.12%) Java
15 45 (13.12%) Stakeholder Management
16 41 (11.95%) Mathematics
16 41 (11.95%) Google Analytics
17 39 (11.37%) Degree
18 38 (11.08%) Amazon AWS
19 37 (10.79%) Visualisation
19 37 (10.79%) Problem-Solving
20 35 (10.20%) Scala
21 34 (9.91%) SQL Server Reporting Services
22 32 (9.33%) Retail
22 32 (9.33%) Microsoft
23 31 (9.04%) Data Warehouse
24 30 (8.75%) Banking
24 30 (8.75%) Data Quality

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 57 (16.62%) SAS
2 27 (7.87%) Apache Spark
3 4 (1.17%) Apache Pig
3 4 (1.17%) Confluence
3 4 (1.17%) Elasticsearch
4 3 (0.87%) CMS
5 2 (0.58%) MS Exchange
5 2 (0.58%) SharePoint
6 1 (0.29%) Apache
6 1 (0.29%) Apache Airflow
6 1 (0.29%) BizTalk Server
6 1 (0.29%) Exchange Server 2013
6 1 (0.29%) IIS
6 1 (0.29%) Skype for Business
6 1 (0.29%) WordPress
Applications
1 26 (7.58%) Microsoft Excel
2 14 (4.08%) Microsoft Office
3 4 (1.17%) Adobe Creative Suite
4 2 (0.58%) Microsoft PowerPoint
4 2 (0.58%) Photoshop
5 1 (0.29%) Adobe Illustrator
5 1 (0.29%) Chatbot
5 1 (0.29%) Simulink
5 1 (0.29%) SPSS
Business Applications
1 4 (1.17%) Sage 200
2 3 (0.87%) Adobe Campaign
3 1 (0.29%) Dynamics CRM
3 1 (0.29%) NetSuite
3 1 (0.29%) SAP HCM
3 1 (0.29%) Workday HCM
Cloud Services
1 41 (11.95%) Google Analytics
2 38 (11.08%) Amazon AWS
3 20 (5.83%) Microsoft Azure
4 16 (4.66%) SaaS
5 14 (4.08%) Google Cloud Platform
6 9 (2.62%) Amazon S3
7 7 (2.04%) AdWords
8 4 (1.17%) Office 365
9 3 (0.87%) Adobe Analytics
9 3 (0.87%) Google Tag Manager
10 1 (0.29%) Adobe Creative Cloud
10 1 (0.29%) GitHub
10 1 (0.29%) IaaS
10 1 (0.29%) npm
10 1 (0.29%) PaaS
10 1 (0.29%) Serverless
10 1 (0.29%) SuccessFactors
10 1 (0.29%) Trello
Communications & Networking
1 7 (2.04%) Firewall
1 7 (2.04%) Internet
2 4 (1.17%) Asterisk PBX
2 4 (1.17%) VoIP
3 3 (0.87%) Cisco ASA
3 3 (0.87%) Cisco Firepower
3 3 (0.87%) Cisco ISE
4 2 (0.58%) DNS
4 2 (0.58%) HTTP
4 2 (0.58%) LAN
4 2 (0.58%) VPN
4 2 (0.58%) WAN
5 1 (0.29%) BGP
5 1 (0.29%) EIGRP
5 1 (0.29%) MPLS
5 1 (0.29%) OSPF
5 1 (0.29%) PPTP
5 1 (0.29%) SSL
5 1 (0.29%) TCP/IP
5 1 (0.29%) VRRP
Database & Business Intelligence
1 75 (21.87%) Big Data
2 51 (14.87%) SQL Server
3 34 (9.91%) SQL Server Reporting Services
4 31 (9.04%) Data Warehouse
5 28 (8.16%) MongoDB
6 27 (7.87%) SQL Server Integration Services
7 25 (7.29%) Hadoop
8 22 (6.41%) SAS Data Integration Studio
8 22 (6.41%) SAS Visual Analytics
8 22 (6.41%) SQL Server Analysis Services
9 20 (5.83%) Base SAS
10 18 (5.25%) SAS Enterprise Guide
11 17 (4.96%) MySQL
11 17 (4.96%) Power BI
12 16 (4.66%) Relational Database
13 15 (4.37%) Oracle BI EE
13 15 (4.37%) QlikView
14 14 (4.08%) Data Mining
15 12 (3.50%) PostgreSQL
16 9 (2.62%) Qlik Sense
Development Applications
1 16 (4.66%) ProC
2 13 (3.79%) Git (software)
3 7 (2.04%) Jenkins
4 5 (1.46%) JIRA
5 4 (1.17%) GitLab
5 4 (1.17%) NUnit
6 3 (0.87%) Cucumber
6 3 (0.87%) SQL Server Management Studio (SSMS)
7 2 (0.58%) Selenium
7 2 (0.58%) SpecFlow
8 1 (0.29%) Grunt
8 1 (0.29%) gulp
8 1 (0.29%) PostCSS
8 1 (0.29%) TeamCity
8 1 (0.29%) Visual Studio
8 1 (0.29%) Visual Studio Team System
8 1 (0.29%) webpack
General
1 77 (22.45%) Finance
2 51 (14.87%) Marketing
3 32 (9.33%) Retail
4 30 (8.75%) Banking
5 19 (5.54%) Manufacturing
6 16 (4.66%) Electronics
6 16 (4.66%) Telecoms
7 11 (3.21%) Advertising
8 5 (1.46%) Legal
9 3 (0.87%) Automotive
9 3 (0.87%) Publishing
10 2 (0.58%) Games
10 2 (0.58%) International Banking
10 2 (0.58%) Investment Banking
10 2 (0.58%) Law
10 2 (0.58%) Multimedia
11 1 (0.29%) Billing
Job Titles
1 67 (19.53%) Developer
2 56 (16.33%) Analyst
3 42 (12.24%) Architect
4 27 (7.87%) Data Scientist
5 24 (7.00%) Consultant
6 18 (5.25%) Data Architect
7 17 (4.96%) Insight Analyst
8 15 (4.37%) Business Architect
8 15 (4.37%) Business Intelligence Architect
8 15 (4.37%) Product Manager
9 14 (4.08%) Business Intelligence Developer
9 14 (4.08%) Business Intelligence Lead
9 14 (4.08%) SAS Consultant
10 13 (3.79%) Lead Architect
10 13 (3.79%) SQL Analyst
11 12 (3.50%) Analytics Manager
12 11 (3.21%) Business Intelligence Analyst
12 11 (3.21%) Full Stack Developer
12 11 (3.21%) Junior
12 11 (3.21%) Senior Consultant
Libraries, Frameworks & Software Standards
1 25 (7.29%) HTML
2 22 (6.41%) CSS
3 18 (5.25%) .NET
4 13 (3.79%) AngularJS
4 13 (3.79%) RabbitMQ
5 11 (3.21%) Web Services
6 10 (2.92%) ASP.NET
6 10 (2.92%) Natural Language Processing
6 10 (2.92%) Node.js
6 10 (2.92%) RESTful
7 9 (2.62%) Kafka
8 8 (2.33%) ASP.NET MVC
8 8 (2.33%) Middleware
8 8 (2.33%) React
8 8 (2.33%) Twitter Bootstrap
9 6 (1.75%) jQuery
10 5 (1.46%) ASP.NET Web API
10 5 (1.46%) LAMP
10 5 (1.46%) TensorFlow
10 5 (1.46%) WCF
Miscellaneous
1 87 (25.36%) Analytical Skills
2 19 (5.54%) Computer Science
3 17 (4.96%) User Experience
4 13 (3.79%) Algorithms
5 11 (3.21%) Taxonomies
6 8 (2.33%) Self-Motivation
7 7 (2.04%) Social Media
8 6 (1.75%) Management Information System
9 5 (1.46%) Enterprise Software
9 5 (1.46%) Mainframe
9 5 (1.46%) Virtual Team
10 4 (1.17%) Cyberattack
10 4 (1.17%) Greenfield Project
10 4 (1.17%) Public Cloud
10 4 (1.17%) Security Operations Centre
11 3 (0.87%) Mobile App
12 2 (0.58%) Data Structures
12 2 (0.58%) Digital Media
12 2 (0.58%) Fintech
12 2 (0.58%) Video\Live Streaming
Operating Systems
1 18 (5.25%) Linux
2 17 (4.96%) Windows
3 15 (4.37%) Unix
4 2 (0.58%) Windows Server
5 1 (0.29%) Apple iOS
5 1 (0.29%) Kali Linux
5 1 (0.29%) Ubuntu
5 1 (0.29%) Windows 10
Processes & Methodologies
1 113 (32.94%) Business Intelligence
2 93 (27.11%) Data Analytics
3 70 (20.41%) Agile Software Development
4 54 (15.74%) Data Science
5 48 (13.99%) Machine Learning
6 46 (13.41%) Mentoring
7 45 (13.12%) Stakeholder Management
8 41 (11.95%) Mathematics
9 37 (10.79%) Problem-Solving
9 37 (10.79%) Visualisation
10 29 (8.45%) Data Strategy
11 28 (8.16%) Decision-Making
11 28 (8.16%) E-Commerce
11 28 (8.16%) Software Engineering
12 27 (7.87%) Digital Marketing
13 26 (7.58%) Data Integration
14 25 (7.29%) ETL
15 23 (6.71%) Data Analysis
15 23 (6.71%) People Management
16 22 (6.41%) Visual Analytics
Programming Languages
1 137 (39.94%) SQL
2 59 (17.20%) Python
3 45 (13.12%) Java
4 35 (10.20%) Scala
5 28 (8.16%) R
6 26 (7.58%) JavaScript
7 24 (7.00%) C#
8 22 (6.41%) T-SQL
9 16 (4.66%) PROC SQL
9 16 (4.66%) SAS Macro
10 15 (4.37%) PHP
11 12 (3.50%) C++
12 9 (2.62%) C
13 6 (1.75%) VBA
14 4 (1.17%) Go
14 4 (1.17%) MATLAB
14 4 (1.17%) Ruby
14 4 (1.17%) Shell Script
15 1 (0.29%) Apple Swift
15 1 (0.29%) PowerShell
Qualifications
1 39 (11.37%) Degree
2 13 (3.79%) PhD
3 8 (2.33%) Numerate Degree
4 5 (1.46%) Computer Science Degree
4 5 (1.46%) Microsoft Certification
5 4 (1.17%) CCIE
5 4 (1.17%) CCNP
5 4 (1.17%) Cisco Certification
5 4 (1.17%) CISSP
5 4 (1.17%) Master's Degree
5 4 (1.17%) MCSE
5 4 (1.17%) PRINCE2 Certification
5 4 (1.17%) Security Cleared
6 3 (0.87%) CISA
6 3 (0.87%) CISM
6 3 (0.87%) MCITP
7 2 (0.58%) CRISC
7 2 (0.58%) SAS Certification
8 1 (0.29%) DV Cleared
8 1 (0.29%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 30 (8.75%) Data Quality
2 20 (5.83%) QA
3 5 (1.46%) SLA
4 4 (1.17%) GCP
5 3 (0.87%) GDPR
5 3 (0.87%) ISO/IEC 27001
6 1 (0.29%) COBIT
6 1 (0.29%) GPG13
6 1 (0.29%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
6 1 (0.29%) PMO
System Software
1 16 (4.66%) Docker
2 7 (2.04%) Active Directory
3 4 (1.17%) VMware Infrastructure
4 3 (0.87%) Hyper-V
4 3 (0.87%) Virtual Servers
5 2 (0.58%) HDFS
6 1 (0.29%) XenApp
6 1 (0.29%) XenDesktop
Systems Management
1 8 (2.33%) Kubernetes
2 7 (2.04%) Ansible
3 5 (1.46%) Opscode Chef
4 4 (1.17%) Marathon
4 4 (1.17%) Mesos
4 4 (1.17%) Nessus
4 4 (1.17%) rkt
5 3 (0.87%) Nexpose
5 3 (0.87%) Nmap
5 3 (0.87%) Puppet
5 3 (0.87%) QRadar
6 1 (0.29%) CSIRT
6 1 (0.29%) EMC NetWorker
6 1 (0.29%) FortiGate
6 1 (0.29%) Kibana
Vendors
1 53 (15.45%) Google
2 32 (9.33%) Microsoft
3 26 (7.58%) Oracle
4 23 (6.71%) Informatica
4 23 (6.71%) Tableau
5 22 (6.41%) SAP
6 17 (4.96%) IBM
7 10 (2.92%) Adobe
8 8 (2.33%) Facebook
8 8 (2.33%) Splunk
8 8 (2.33%) Twitter
8 8 (2.33%) WorldPay
9 7 (2.04%) Ab Initio
9 7 (2.04%) Teradata
10 6 (1.75%) Cognos
11 4 (1.17%) Cisco
11 4 (1.17%) Cognizant
11 4 (1.17%) Sage
11 4 (1.17%) VMware
12 3 (0.87%) Okta