Period
to 14 December 2019

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 14 December 2019 with a comparison to the same period in the previous 2 years.

Analytics
North West > Manchester
6 months to
14 Dec 2019
Same period 2018 Same period 2017
Rank 55 59 49
Rank change year-on-year +4 -10 +13
Permanent jobs citing Analytics 293 361 470
As % of all permanent IT jobs advertised in Manchester 4.82% 5.05% 5.99%
As % of the Processes & Methodologies category 5.11% 5.54% 6.46%
Number of salaries quoted 253 306 403
Manchester median annual salary £45,000 £47,500 £48,000
Median salary % change year-on-year -5.26% -1.04% +20.00%
10th Percentile £30,000 £31,250 £28,000
90th Percentile £72,312 £72,312 £76,250
North West median annual salary £45,184 £48,500 £45,000
% change year-on-year -6.84% +7.78% +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 5,739 6,522 7,273
As % of all permanent IT jobs advertised in Manchester 94.50% 91.23% 92.72%
Number of salaries quoted 4,579 5,379 5,988
Manchester median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +5.88%
10th Percentile £28,907 £27,000 £26,750
90th Percentile £70,000 £71,250 £66,250
North West median annual salary £45,000 £45,000 £43,000
% change year-on-year - +4.65% +7.50%

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 14 December 2019.

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 14 December 2019. 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 13 £34,000 -28.42% 3
Bolton -3 6 £24,000 -56.36% 3
Salford -5 5 £27,500 -35.29%
Rochdale - 4 £31,044 - 2
Wigan +22 3 £19,000 - 1
Bury - 3 £42,500 - 1
Cheadle -10 1 £55,000 +37.50% 2
Analytics
North West

For the 6 months to 14 December 2019, 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.

1 109 (37.20%) SQL
2 95 (32.42%) Business Intelligence
3 84 (28.67%) Agile Software Development
4 81 (27.65%) User Experience
5 60 (20.48%) Data Analytics
5 60 (20.48%) Power BI
5 60 (20.48%) Power Platform
6 52 (17.75%) Customer Engagement
6 52 (17.75%) Sprint Planning
7 51 (17.41%) Analytical Skills
7 51 (17.41%) Change Management
8 50 (17.06%) Big Data
9 49 (16.72%) Coaching
9 49 (16.72%) BPR
9 49 (16.72%) Workflow
10 48 (16.38%) Systems Analysis
10 48 (16.38%) Python
10 48 (16.38%) MoSCoW
11 46 (15.70%) SQL Server
12 43 (14.68%) Line Management
13 42 (14.33%) Data Warehouse
14 41 (13.99%) Microsoft
14 41 (13.99%) Business Analysis
14 41 (13.99%) Mentoring
14 41 (13.99%) Machine Learning
14 41 (13.99%) Workshop Facilitation
15 40 (13.65%) Customer-Centricity
15 40 (13.65%) Wireframes
16 39 (13.31%) Workflow Analysis
16 39 (13.31%) Use Case

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 19 (6.48%) Apache Spark
2 10 (3.41%) Elasticsearch
2 10 (3.41%) SAS
3 5 (1.71%) Apache
3 5 (1.71%) CMS
3 5 (1.71%) Jupyter
4 1 (0.34%) OpenStack
4 1 (0.34%) Umbraco
4 1 (0.34%) WebSphere
4 1 (0.34%) WordPress
Applications
1 33 (11.26%) Microsoft Excel
2 12 (4.10%) Microsoft PowerPoint
3 9 (3.07%) InVision
3 9 (3.07%) Sketch
4 5 (1.71%) MS Visio
5 2 (0.68%) Microsoft Office
5 2 (0.68%) Spreadsheet
5 2 (0.68%) Stata
Business Applications
1 5 (1.71%) Adobe Campaign
1 5 (1.71%) Sparx Enterprise Architect
2 2 (0.68%) Dynamics NAV
3 1 (0.34%) Magento
3 1 (0.34%) SAP S/4HANA
3 1 (0.34%) Unica
3 1 (0.34%) WebTrends
3 1 (0.34%) Workday HCM
Cloud Services
1 60 (20.48%) Power Platform
2 35 (11.95%) Azure
3 31 (10.58%) AWS
4 13 (4.44%) SaaS
5 12 (4.10%) GCP
6 10 (3.41%) Google Analytics
7 9 (3.07%) Adobe Analytics
8 8 (2.73%) Cloud Computing
8 8 (2.73%) PaaS
9 4 (1.37%) Amazon Kinesis
9 4 (1.37%) Azure Data Factory
9 4 (1.37%) IaaS
10 3 (1.02%) Azure Active Directory
10 3 (1.02%) Office 365
11 2 (0.68%) Google Tag Manager
12 1 (0.34%) AdWords
12 1 (0.34%) Dynamics 365
Communications & Networking
1 7 (2.39%) Internet
2 6 (2.05%) Wi-Fi
3 4 (1.37%) Bluetooth
3 4 (1.37%) HTTP
3 4 (1.37%) NAS
3 4 (1.37%) SAN
3 4 (1.37%) SMS
3 4 (1.37%) SSL
4 3 (1.02%) DNS
5 2 (0.68%) ATM
5 2 (0.68%) DHCP
5 2 (0.68%) Firewall
5 2 (0.68%) SNMP
6 1 (0.34%) Intranet
6 1 (0.34%) VPN
6 1 (0.34%) VSAN
6 1 (0.34%) Wireless
Database & Business Intelligence
1 60 (20.48%) Power BI
2 50 (17.06%) Big Data
3 46 (15.70%) SQL Server
4 42 (14.33%) Data Warehouse
5 35 (11.95%) SQL Server Reporting Services
6 27 (9.22%) SQL Server Integration Services
7 25 (8.53%) SQL Server Analysis Services
8 16 (5.46%) Data Lake
8 16 (5.46%) Hadoop
9 14 (4.78%) NoSQL
9 14 (4.78%) Relational Database
10 13 (4.44%) Data Mining
10 13 (4.44%) MongoDB
11 12 (4.10%) Apache Hive
12 10 (3.41%) DB2
13 9 (3.07%) PostgreSQL
14 8 (2.73%) Impala
14 8 (2.73%) Sqoop
14 8 (2.73%) Star Schema
15 7 (2.39%) QlikView
Development Applications
1 12 (4.10%) Git (software)
2 4 (1.37%) CocoaPods
2 4 (1.37%) JIRA
3 2 (0.68%) Cucumber
3 2 (0.68%) IntelliJ
3 2 (0.68%) Jenkins
4 1 (0.34%) Axure RP
4 1 (0.34%) GitLab
4 1 (0.34%) NUnit
4 1 (0.34%) Visual Website Optimizer
General
1 34 (11.60%) Finance
2 30 (10.24%) Marketing
3 23 (7.85%) Public Sector
4 20 (6.83%) Retail
5 7 (2.39%) Legal
6 5 (1.71%) Law
7 4 (1.37%) Banking
7 4 (1.37%) Local Government
7 4 (1.37%) Police
7 4 (1.37%) Telecoms
8 2 (0.68%) Automotive
8 2 (0.68%) Electronics
9 1 (0.34%) Advertising
9 1 (0.34%) Fire and Rescue
9 1 (0.34%) Games
Job Titles
1 92 (31.40%) Analyst
2 53 (18.09%) Business Analyst
3 51 (17.41%) Developer
4 47 (16.04%) Digital Business Analyst
5 46 (15.70%) Digital Analyst
6 43 (14.68%) UX Analyst
7 35 (11.95%) Business Process Analyst
7 35 (11.95%) Process Analyst
8 23 (7.85%) Architect
9 21 (7.17%) Business Intelligence Developer
10 19 (6.48%) Data Analyst
11 11 (3.75%) Senior Analyst
12 10 (3.41%) Data Architect
12 10 (3.41%) Designer
12 10 (3.41%) Solutions Architect
13 9 (3.07%) Business Intelligence Analyst
13 9 (3.07%) Consultant
13 9 (3.07%) Data Scientist
13 9 (3.07%) Software Engineer
13 9 (3.07%) UX Designer
Libraries, Frameworks & Software Standards
1 12 (4.10%) CSS
1 12 (4.10%) HTML
2 9 (3.07%) .NET
3 7 (2.39%) AngularJS
4 6 (2.05%) JSON
4 6 (2.05%) LDAP
4 6 (2.05%) MDX
4 6 (2.05%) React
4 6 (2.05%) XML
5 5 (1.71%) MLlib
5 5 (1.71%) Natural Language Processing
6 4 (1.37%) CarPlay
6 4 (1.37%) Cocoa
6 4 (1.37%) Cocoa Touch
6 4 (1.37%) Core Animation
6 4 (1.37%) Core Data
6 4 (1.37%) Kafka
6 4 (1.37%) PySpark
6 4 (1.37%) RESTful
6 4 (1.37%) RxSwift
Miscellaneous
1 81 (27.65%) User Experience
2 51 (17.41%) Analytical Skills
3 14 (4.78%) Self-Motivation
4 8 (2.73%) Management Information System
5 7 (2.39%) Augmented Reality
5 7 (2.39%) Linux Command Line
6 5 (1.71%) PKI
7 4 (1.37%) Animation
7 4 (1.37%) Cloud Native
8 3 (1.02%) Algorithms
8 3 (1.02%) Mainframe
8 3 (1.02%) Smartcard
9 2 (0.68%) Blog
9 2 (0.68%) Clustering
9 2 (0.68%) Cybercrime
9 2 (0.68%) EPoS
9 2 (0.68%) Hybrid Cloud
9 2 (0.68%) NHS
9 2 (0.68%) Robotics
9 2 (0.68%) Social Media
Operating Systems
1 21 (7.17%) Linux
2 10 (3.41%) Windows
3 8 (2.73%) Unix
3 8 (2.73%) Windows Server
4 7 (2.39%) Red Hat Enterprise Linux
5 4 (1.37%) Apple iOS
5 4 (1.37%) watchOS
6 3 (1.02%) VME
6 3 (1.02%) Windows Server 2003
6 3 (1.02%) Windows Server 2008
6 3 (1.02%) Windows Server 2012
7 2 (0.68%) AIX
8 1 (0.34%) Debian
8 1 (0.34%) Solaris
Processes & Methodologies
1 95 (32.42%) Business Intelligence
2 84 (28.67%) Agile Software Development
3 60 (20.48%) Data Analytics
4 52 (17.75%) Customer Engagement
4 52 (17.75%) Sprint Planning
5 51 (17.41%) Change Management
6 49 (16.72%) BPR
6 49 (16.72%) Coaching
6 49 (16.72%) Workflow
7 48 (16.38%) MoSCoW
7 48 (16.38%) Systems Analysis
8 43 (14.68%) Line Management
9 41 (13.99%) Business Analysis
9 41 (13.99%) Machine Learning
9 41 (13.99%) Mentoring
9 41 (13.99%) Workshop Facilitation
10 40 (13.65%) Customer-Centricity
10 40 (13.65%) Wireframes
11 39 (13.31%) Use Case
11 39 (13.31%) Workflow Analysis
Programming Languages
1 109 (37.20%) SQL
2 48 (16.38%) Python
3 23 (7.85%) JavaScript
3 23 (7.85%) R
4 19 (6.48%) Java
5 12 (4.10%) C#
5 12 (4.10%) Data Analysis Expressions (DAX)
6 11 (3.75%) Scala
7 7 (2.39%) Perl
7 7 (2.39%) Ruby
7 7 (2.39%) TypeScript
8 6 (2.05%) T-SQL
8 6 (2.05%) VBA
9 5 (1.71%) MATLAB
9 5 (1.71%) PL/SQL
10 4 (1.37%) Apple Swift
10 4 (1.37%) Objective-C
11 3 (1.02%) C++
11 3 (1.02%) PHP
11 3 (1.02%) PowerShell
Qualifications
1 22 (7.51%) Degree
2 13 (4.44%) Security Cleared
3 3 (1.02%) DV Cleared
3 3 (1.02%) PhD
3 3 (1.02%) SC Cleared
4 2 (0.68%) Numerate Degree
5 1 (0.34%) MBA
5 1 (0.34%) SAP Certification
Quality Assurance & Compliance
1 19 (6.48%) QA
2 10 (3.41%) GDPR
3 4 (1.37%) Actionable Recommendations
4 3 (1.02%) Data Quality
5 1 (0.34%) PMO
5 1 (0.34%) SLA
System Software
1 7 (2.39%) Active Directory
2 5 (1.71%) VMware Infrastructure
3 2 (0.68%) Docker
4 1 (0.34%) GPFS
4 1 (0.34%) Hyper-V
4 1 (0.34%) IAG
4 1 (0.34%) Virtual Machines
4 1 (0.34%) VMware ESXi
Systems Management
1 9 (3.07%) Kibana
2 5 (1.71%) Ansible
3 4 (1.37%) Grafana
3 4 (1.37%) Puppet
4 3 (1.02%) Kubernetes
4 3 (1.02%) Single Sign-On
5 2 (0.68%) Nagios
5 2 (0.68%) Prometheus
5 2 (0.68%) Terraform
6 1 (0.34%) AirWatch
6 1 (0.34%) EMC NetWorker
6 1 (0.34%) StatsD
6 1 (0.34%) Tivoli Storage Manager
6 1 (0.34%) vMotion
6 1 (0.34%) ZABBIX
Vendors
1 41 (13.99%) Microsoft
2 19 (6.48%) Oracle
3 18 (6.14%) Google
4 15 (5.12%) Adobe
4 15 (5.12%) Tableau
5 12 (4.10%) IBM
6 11 (3.75%) Talend
7 10 (3.41%) Cognos
8 9 (3.07%) VMware
9 8 (2.73%) Informatica
10 7 (2.39%) Red Hat
10 7 (2.39%) Salesforce.com
11 6 (2.05%) Intapp
11 6 (2.05%) SnapLogic
12 5 (1.71%) Apple
12 5 (1.71%) CA
12 5 (1.71%) Cloudera
12 5 (1.71%) Databricks
12 5 (1.71%) Salesforce Marketing Cloud
12 5 (1.71%) Sparx