Period
to 17 February 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 17 February 2018 with a comparison to the same period in the previous 2 years.

Analytics
North West > Manchester
6 months to
17 Feb 2018
Same period 2017 Same period 2016
Rank 56 63 77
Rank change year-on-year +7 +14 +12
Permanent jobs citing Analytics 382 355 241
As % of all permanent IT jobs advertised in Manchester 5.22% 4.67% 3.45%
As % of the Processes & Methodologies category 5.65% 5.10% 3.80%
Number of salaries quoted 310 291 187
Manchester median annual salary £47,000 £40,000 £41,500
Median salary % change year-on-year +17.50% -3.61% +10.67%
10th Percentile £27,500 £27,500 £22,500
90th Percentile £87,500 £65,000 £67,500
North West median annual salary £45,000 £40,000 £40,000
% change year-on-year +12.50% - -

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 6,761 6,964 6,349
As % of all permanent IT jobs advertised in Manchester 92.36% 91.64% 90.95%
Number of salaries quoted 5,605 5,967 5,219
Manchester median annual salary £45,000 £42,500 £42,000
Median salary % change year-on-year +5.88% +1.19% +9.09%
10th Percentile £27,500 £26,250 £25,000
90th Percentile £67,500 £63,750 £63,000
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 17 February 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 17 February 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 +5 10 £55,000 +37.50%
Cheadle -2 10 £35,000 +2.94% 2
Bolton +16 6 £25,000 -16.67% 2
Wigan - 6 £23,000 -
Salford -5 4 £53,750 +55.24% 3
Oldham +25 2 £21,000 -22.22%
Altrincham -8 2 £30,000 -33.33%
Rochdale +10 1 £32,018 -16.84% 1
Analytics
North West

For the 6 months to 17 February 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.

1 138 (36.13%) SQL
2 122 (31.94%) Business Intelligence
3 93 (24.35%) Finance
4 88 (23.04%) Analytical Skills
5 86 (22.51%) Data Analytics
6 78 (20.42%) Agile Software Development
6 78 (20.42%) SAS
7 68 (17.80%) SQL Server
8 67 (17.54%) Python
8 67 (17.54%) Big Data
9 65 (17.02%) Google
9 65 (17.02%) Marketing
10 58 (15.18%) Microsoft
11 56 (14.66%) Degree
12 51 (13.35%) Banking
13 49 (12.83%) Oracle
14 47 (12.30%) Machine Learning
15 46 (12.04%) Google Analytics
16 45 (11.78%) Data Management
16 45 (11.78%) Stakeholder Management
17 44 (11.52%) Mentoring
18 43 (11.26%) Data Science
18 43 (11.26%) Java
19 42 (10.99%) JavaScript
19 42 (10.99%) Visualisation
20 41 (10.73%) Base SAS
20 41 (10.73%) CSS
21 40 (10.47%) Data Warehouse
22 39 (10.21%) HTML
23 38 (9.95%) Retail

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 78 (20.42%) SAS
2 28 (7.33%) Apache Spark
3 14 (3.66%) Elasticsearch
4 12 (3.14%) Apache Pig
5 8 (2.09%) SharePoint
6 3 (0.79%) CMS
7 2 (0.52%) Confluence
7 2 (0.52%) OpenROAD
8 1 (0.26%) Apache Airflow
8 1 (0.26%) BizTalk Server
8 1 (0.26%) Documentum
8 1 (0.26%) FileNet
8 1 (0.26%) IIS
8 1 (0.26%) MS Exchange
8 1 (0.26%) Tornado
8 1 (0.26%) WordPress
Applications
1 23 (6.02%) Microsoft Excel
2 20 (5.24%) Microsoft Office
3 6 (1.57%) Microsoft PowerPoint
4 5 (1.31%) SPSS
5 4 (1.05%) Adobe Creative Suite
6 3 (0.79%) Chatbot
7 2 (0.52%) Photoshop
8 1 (0.26%) Adobe Illustrator
8 1 (0.26%) GNU Octave
8 1 (0.26%) InVision
8 1 (0.26%) Microsoft Project
8 1 (0.26%) S-PLUS
8 1 (0.26%) Stata
Business Applications
1 3 (0.79%) Dynamics CRM
1 3 (0.79%) NetSuite
2 2 (0.52%) Cognos Business Intelligence
2 2 (0.52%) Epicor Tropos
2 2 (0.52%) Sage 200
2 2 (0.52%) SAP MM
2 2 (0.52%) SAP PM
2 2 (0.52%) SAP S/4HANA
3 1 (0.26%) Adobe Campaign
3 1 (0.26%) Cognos Planning
3 1 (0.26%) Cognos TM1
3 1 (0.26%) Fredhopper
3 1 (0.26%) Magento
3 1 (0.26%) SAP HCM
3 1 (0.26%) Workday HCM
Cloud Services
1 46 (12.04%) Google Analytics
2 34 (8.90%) Amazon AWS
3 30 (7.85%) Microsoft Azure
4 16 (4.19%) SaaS
5 15 (3.93%) Google Cloud Platform
6 11 (2.88%) AdWords
7 5 (1.31%) Adobe Analytics
8 4 (1.05%) Google Tag Manager
8 4 (1.05%) Office 365
8 4 (1.05%) Serverless
9 3 (0.79%) Amazon S3
9 3 (0.79%) Amazon SQS
9 3 (0.79%) AWS Lambda
10 2 (0.52%) Amazon EC2
10 2 (0.52%) Amazon Kinesis
10 2 (0.52%) GitHub
10 2 (0.52%) IaaS
10 2 (0.52%) PaaS
11 1 (0.26%) SuccessFactors
11 1 (0.26%) Trello
Communications & Networking
1 5 (1.31%) SSL
2 4 (1.05%) Internet
3 3 (0.79%) Asterisk PBX
3 3 (0.79%) Firewall
3 3 (0.79%) SAN
3 3 (0.79%) Skype
4 1 (0.26%) BGP
4 1 (0.26%) EIGRP
4 1 (0.26%) HSRP
4 1 (0.26%) Intranet
4 1 (0.26%) IPsec
4 1 (0.26%) LAN
4 1 (0.26%) MPLS
4 1 (0.26%) NAS
4 1 (0.26%) OSPF
4 1 (0.26%) PPTP
4 1 (0.26%) VLAN
4 1 (0.26%) VRRP
4 1 (0.26%) Wi-Fi
4 1 (0.26%) Wireless
Database & Business Intelligence
1 68 (17.80%) SQL Server
2 67 (17.54%) Big Data
3 41 (10.73%) Base SAS
4 40 (10.47%) Data Warehouse
5 38 (9.95%) SQL Server Integration Services
6 36 (9.42%) Hadoop
7 32 (8.38%) MongoDB
7 32 (8.38%) SAS Data Integration Studio
7 32 (8.38%) SQL Server Reporting Services
8 28 (7.33%) MySQL
9 27 (7.07%) SAS Enterprise Guide
9 27 (7.07%) SAS Visual Analytics
10 26 (6.81%) Relational Database
11 21 (5.50%) SQL Server Analysis Services
12 20 (5.24%) Power BI
13 17 (4.45%) Oracle BI EE
13 17 (4.45%) RDBMS
14 14 (3.66%) Apache Hive
14 14 (3.66%) QlikView
15 13 (3.40%) PostgreSQL
Development Applications
1 24 (6.28%) ProC
2 21 (5.50%) Git (software)
3 8 (2.09%) Jenkins
4 6 (1.57%) NUnit
4 6 (1.57%) SQL Server Management Studio (SSMS)
5 5 (1.31%) GitLab
6 4 (1.05%) JIRA
6 4 (1.05%) Selenium
6 4 (1.05%) webpack
7 3 (0.79%) SpecFlow
7 3 (0.79%) Visual Studio
8 2 (0.52%) Cucumber
8 2 (0.52%) git-flow
8 2 (0.52%) GoCD
8 2 (0.52%) Grunt
8 2 (0.52%) gulp
8 2 (0.52%) Subversion
9 1 (0.26%) SoapUI
9 1 (0.26%) Travis CI
9 1 (0.26%) Visual Studio Team System
General
1 93 (24.35%) Finance
2 65 (17.02%) Marketing
3 51 (13.35%) Banking
4 38 (9.95%) Retail
5 18 (4.71%) Manufacturing
6 17 (4.45%) Telecoms
7 16 (4.19%) Electronics
8 15 (3.93%) Advertising
9 10 (2.62%) International Banking
10 9 (2.36%) Legal
11 4 (1.05%) Brand Awareness
11 4 (1.05%) Games
11 4 (1.05%) Law
12 3 (0.79%) Military
12 3 (0.79%) Publishing
13 2 (0.52%) Automotive
13 2 (0.52%) Back Office
13 2 (0.52%) Investment Banking
13 2 (0.52%) Multimedia
Job Titles
1 73 (19.11%) Analyst
2 62 (16.23%) Developer
3 36 (9.42%) Architect
4 33 (8.64%) Consultant
5 19 (4.97%) SAS Consultant
6 18 (4.71%) Data Scientist
7 17 (4.45%) Business Architect
7 17 (4.45%) Business Intelligence Architect
7 17 (4.45%) Software Engineer
8 16 (4.19%) Business Intelligence Analyst
8 16 (4.19%) Junior
9 15 (3.93%) Product Manager
9 15 (3.93%) SQL Developer
10 14 (3.66%) Analytics Manager
10 14 (3.66%) Business Intelligence Lead
10 14 (3.66%) Senior Analyst
11 13 (3.40%) Business Intelligence Developer
11 13 (3.40%) Lead Architect
12 12 (3.14%) Data Analyst
12 12 (3.14%) Senior Consultant
Libraries, Frameworks & Software Standards
1 41 (10.73%) CSS
2 39 (10.21%) HTML
3 27 (7.07%) .NET
4 26 (6.81%) AngularJS
5 23 (6.02%) Node.js
6 18 (4.71%) jQuery
6 18 (4.71%) Web Services
7 17 (4.45%) ASP.NET
8 16 (4.19%) CSS3
8 16 (4.19%) RabbitMQ
9 15 (3.93%) HTML5
9 15 (3.93%) Spring
10 14 (3.66%) React
11 13 (3.40%) LAMP
12 11 (2.88%) Hibernate
12 11 (2.88%) Middleware
13 10 (2.62%) Apache Camel
13 10 (2.62%) ASP.NET MVC
13 10 (2.62%) Java EE
14 9 (2.36%) Twitter Bootstrap
Miscellaneous
1 88 (23.04%) Analytical Skills
2 27 (7.07%) User Experience
3 19 (4.97%) Computer Science
4 16 (4.19%) Social Media
5 13 (3.40%) Algorithms
6 11 (2.88%) Credit Risk
7 10 (2.62%) Data Structures
7 10 (2.62%) Digital Media
7 10 (2.62%) Greenfield Project
7 10 (2.62%) PKI
8 9 (2.36%) Management Information System
9 6 (1.57%) Mobile App
9 6 (1.57%) Public Cloud
10 5 (1.31%) Taxonomies
11 3 (0.79%) Data Centre
12 2 (0.52%) Enterprise Software
12 2 (0.52%) Mainframe
12 2 (0.52%) Virtual Team
13 1 (0.26%) FMCG
13 1 (0.26%) PMI
Operating Systems
1 25 (6.54%) Linux
2 12 (3.14%) Unix
2 12 (3.14%) Windows
3 5 (1.31%) Android
4 3 (0.79%) Apple iOS
5 2 (0.52%) CentOS
5 2 (0.52%) Data ONTAP
6 1 (0.26%) Kali Linux
6 1 (0.26%) Windows Server
Processes & Methodologies
1 122 (31.94%) Business Intelligence
2 86 (22.51%) Data Analytics
3 78 (20.42%) Agile Software Development
4 47 (12.30%) Machine Learning
5 45 (11.78%) Data Management
5 45 (11.78%) Stakeholder Management
6 44 (11.52%) Mentoring
7 43 (11.26%) Data Science
8 42 (10.99%) Visualisation
9 37 (9.69%) Mathematics
10 35 (9.16%) ETL
11 33 (8.64%) DevOps
11 33 (8.64%) E-Commerce
12 31 (8.12%) Digital Marketing
13 30 (7.85%) Software Engineering
14 28 (7.33%) People Management
15 27 (7.07%) Data Analysis
15 27 (7.07%) Data Strategy
15 27 (7.07%) Visual Analytics
16 26 (6.81%) Data Integration
Programming Languages
1 138 (36.13%) SQL
2 67 (17.54%) Python
3 43 (11.26%) Java
4 42 (10.99%) JavaScript
5 34 (8.90%) C#
6 28 (7.33%) R
7 24 (6.28%) C++
7 24 (6.28%) PROC SQL
7 24 (6.28%) SAS Macro
8 20 (5.24%) T-SQL
9 15 (3.93%) PHP
9 15 (3.93%) Scala
10 14 (3.66%) C
11 13 (3.40%) Ruby
12 10 (2.62%) Perl
13 6 (1.57%) Go
13 6 (1.57%) MATLAB
13 6 (1.57%) Shell Script
14 5 (1.31%) VBA
15 3 (0.79%) TypeScript
Qualifications
1 56 (14.66%) Degree
2 16 (4.19%) PhD
3 14 (3.66%) Numerate Degree
4 13 (3.40%) Security Cleared
5 11 (2.88%) Computer Science Degree
6 10 (2.62%) DV Cleared
7 6 (1.57%) SAS Certification
8 5 (1.31%) Master's Degree
9 4 (1.05%) CISM
9 4 (1.05%) CISSP
10 3 (0.79%) CISA
10 3 (0.79%) CRISC
11 2 (0.52%) MCITP
11 2 (0.52%) MCSE
11 2 (0.52%) Microsoft Certification
12 1 (0.26%) Cisco Certification
12 1 (0.26%) ISTQB
12 1 (0.26%) ITIL Certification
12 1 (0.26%) MCSA
12 1 (0.26%) PMI Certification
Quality Assurance & Compliance
1 29 (7.59%) Data Quality
2 23 (6.02%) QA
3 4 (1.05%) GDPR
3 4 (1.05%) ISO/IEC 27001
4 3 (0.79%) SLA
5 1 (0.26%) COBIT
5 1 (0.26%) GCP
5 1 (0.26%) GPG13
5 1 (0.26%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
System Software
1 13 (3.40%) VMware Infrastructure
2 11 (2.88%) Docker
2 11 (2.88%) Hyper-V
3 4 (1.05%) Active Directory
4 1 (0.26%) HDFS
4 1 (0.26%) XenApp
4 1 (0.26%) XenDesktop
Systems Management
1 8 (2.09%) Kubernetes
2 7 (1.83%) Ansible
3 6 (1.57%) Mesos
4 5 (1.31%) Marathon
4 5 (1.31%) rkt
5 3 (0.79%) EMC NetWorker
5 3 (0.79%) Opscode Chef
5 3 (0.79%) Puppet
6 1 (0.26%) CSIRT
6 1 (0.26%) FortiGate
6 1 (0.26%) Nessus
6 1 (0.26%) Oozie
Vendors
1 65 (17.02%) Google
2 58 (15.18%) Microsoft
3 49 (12.83%) Oracle
4 31 (8.12%) SAP
5 26 (6.81%) Informatica
6 24 (6.28%) Tableau
7 21 (5.50%) IBM
8 15 (3.93%) VMware
9 12 (3.14%) Teradata
9 12 (3.14%) Twitter
10 11 (2.88%) Cognos
11 10 (2.62%) Facebook
12 9 (2.36%) Adobe
12 9 (2.36%) Hitwise
13 5 (1.31%) Ab Initio
13 5 (1.31%) Capita
14 4 (1.05%) comScore
14 4 (1.05%) DoubleClick
14 4 (1.05%) Sage
15 3 (0.79%) Cloudera