Period
to 21 July 2018

The following table provides summary statistics for permanent job vacancies advertised in Manchester with a requirement for Statistics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Statistics over the 6 months to 21 July 2018 with a comparison to the same period in the previous 2 years.

Statistics
North West > Manchester
6 months to
21 Jul 2018
Same period 2017 Same period 2016
Rank 187 218 192
Rank change year-on-year +31 -26 +1
Permanent jobs citing Statistics 89 80 62
As % of all permanent IT jobs advertised in Manchester 1.22% 0.97% 0.88%
As % of the Processes & Methodologies category 1.33% 1.05% 0.97%
Number of salaries quoted 73 64 45
Manchester median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -11.11%
10th Percentile £22,500 £22,825 £26,750
90th Percentile £70,000 £60,000 £47,500
North West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - -5.33%

Statistics 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 6,670 7,617 6,423
As % of all permanent IT jobs advertised in Manchester 91.10% 92.14% 90.91%
Number of salaries quoted 5,546 6,401 5,400
Manchester median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £26,500 £26,250 £25,750
90th Percentile £67,500 £65,000 £64,999
North West median annual salary £44,500 £41,000 £40,000
% change year-on-year +8.54% +2.50% -

Statistics
Job Vacancy Trend in Manchester

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

Job vacancy trend for Statistics in Manchester

Statistics
Salary Trend in Manchester

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

Salary trend for Statistics in Manchester

Statistics
Salary Histogram in Manchester

The salary distribution of IT jobs citing Statistics in Manchester over the 6 months to 21 July 2018.

Salary histogram for Statistics in Manchester

Statistics
Job Locations in Manchester

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Statistics within the Manchester region over the 6 months to 21 July 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
Wigan - 17 £45,000 -
Stockport +13 8 £17,000 -43.33%
Altrincham +4 5 £25,000 +16.28%
Rochdale - 3 £65,000 -
Oldham +20 2 - - 1
Sale - 2 £25,000 -
Statistics
North West

For the 6 months to 21 July 2018, IT jobs citing Statistics 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 Statistics.

1 54 (60.67%) SQL
2 40 (44.94%) SQL Server
2 40 (44.94%) ITIL
3 33 (37.08%) Service Management
4 29 (32.58%) T-SQL
5 26 (29.21%) Finance
6 25 (28.09%) Network+ Certification
6 25 (28.09%) Change Management
6 25 (28.09%) Knowledge Management
6 25 (28.09%) Cisco
6 25 (28.09%) Fortinet
6 25 (28.09%) Problem Management
7 24 (26.97%) SQL Server Reporting Services
7 24 (26.97%) Telecoms
8 23 (25.84%) Python
8 23 (25.84%) Machine Learning
8 23 (25.84%) Analytics
9 22 (24.72%) Data Science
10 21 (23.60%) R
10 21 (23.60%) Huawei
11 20 (22.47%) Windows
11 20 (22.47%) Microsoft
12 19 (21.35%) VBA
12 19 (21.35%) Incident Management
12 19 (21.35%) Mathematics
12 19 (21.35%) Data Analytics
13 18 (20.22%) .NET
14 17 (19.10%) IIS
14 17 (19.10%) Business Intelligence
15 16 (17.98%) SAP

Statistics
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 17 (19.10%) IIS
2 6 (6.74%) SAS
3 4 (4.49%) Apache Spark
4 3 (3.37%) SharePoint
4 3 (3.37%) SharePoint Server
5 2 (2.25%) Apache Pig
6 1 (1.12%) Jupyter
6 1 (1.12%) WordPress
Applications
1 2 (2.25%) Microsoft Excel
2 1 (1.12%) Simulink
Business Applications
1 14 (15.73%) Elite 3E
1 14 (15.73%) Workfront
2 1 (1.12%) Magento
Cloud Services
1 9 (10.11%) Amazon AWS
2 5 (5.62%) Microsoft Azure
3 3 (3.37%) Google Cloud Platform
4 2 (2.25%) Google Analytics
5 1 (1.12%) Amazon EC2
5 1 (1.12%) Amazon EMR
5 1 (1.12%) Amazon S3
5 1 (1.12%) Amazon SageMaker
5 1 (1.12%) AWS Lambda
5 1 (1.12%) Cloud Computing
5 1 (1.12%) Office 365
5 1 (1.12%) SaaS
5 1 (1.12%) Serverless
Communications & Networking
1 13 (14.61%) Firewall
2 11 (12.36%) SAN
3 2 (2.25%) LAN
3 2 (2.25%) WAN
3 2 (2.25%) WLAN
4 1 (1.12%) ADSL
4 1 (1.12%) Internet
Database & Business Intelligence
1 40 (44.94%) SQL Server
2 24 (26.97%) SQL Server Reporting Services
3 12 (13.48%) Data Warehouse
4 11 (12.36%) SQL Server Integration Services
5 7 (7.87%) Relational Database
6 6 (6.74%) SAS Data Integration Studio
6 6 (6.74%) SAS EBI
6 6 (6.74%) SAS Visual Analytics
6 6 (6.74%) Star Schema
7 5 (5.62%) Data Mining
7 5 (5.62%) OLAP
7 5 (5.62%) OLAP Cube
7 5 (5.62%) SQL Server Analysis Services
8 4 (4.49%) Big Data
8 4 (4.49%) Hadoop
9 2 (2.25%) Amazon Redshift
9 2 (2.25%) Apache Cassandra
9 2 (2.25%) Apache Hive
9 2 (2.25%) BigQuery
9 2 (2.25%) MySQL
Development Applications
1 14 (15.73%) JIRA
2 7 (7.87%) SQL Server Management Studio (SSMS)
3 4 (4.49%) Team Foundation Server
3 4 (4.49%) Visual Studio
4 1 (1.12%) CA Release Automation
4 1 (1.12%) Git (software)
4 1 (1.12%) Octopus Deploy
4 1 (1.12%) RStudio
General
1 26 (29.21%) Finance
2 24 (26.97%) Telecoms
3 8 (8.99%) Marketing
4 6 (6.74%) Banking
5 4 (4.49%) Electronics
6 2 (2.25%) Manufacturing
7 1 (1.12%) Retail
Job Titles
1 30 (33.71%) Analyst
2 26 (29.21%) Developer
3 25 (28.09%) Service Analyst
3 25 (28.09%) Service Desk Analyst
4 19 (21.35%) Data Scientist
5 14 (15.73%) Applications Developer
5 14 (15.73%) Applications Support
6 11 (12.36%) Server Analyst
7 8 (8.99%) 1st Line Service Desk Analyst
7 8 (8.99%) Senior Analyst
8 7 (7.87%) Telecoms Analyst
9 6 (6.74%) Consultant
9 6 (6.74%) SAS Consultant
9 6 (6.74%) Senior Service Desk Analyst
9 6 (6.74%) SQL Developer
10 5 (5.62%) Business Intelligence Developer
10 5 (5.62%) SQL Server Developer
10 5 (5.62%) SSIS Developer
10 5 (5.62%) SSRS Developer
11 4 (4.49%) Data Analyst
Libraries, Frameworks & Software Standards
1 18 (20.22%) .NET
2 14 (15.73%) .NET Framework
3 4 (4.49%) Natural Language Processing
3 4 (4.49%) TensorFlow
4 3 (3.37%) ASP.NET
4 3 (3.37%) CSS
4 3 (3.37%) HTML
4 3 (3.37%) Web Services
5 2 (2.25%) AngularJS
5 2 (2.25%) Kafka
5 2 (2.25%) Node.js
6 1 (1.12%) CakePHP
6 1 (1.12%) CodeIgniter
6 1 (1.12%) D3.js
6 1 (1.12%) Laravel
6 1 (1.12%) NumPy
6 1 (1.12%) Pandas
6 1 (1.12%) React
6 1 (1.12%) SciPy
6 1 (1.12%) Symfony
Miscellaneous
1 15 (16.85%) Management Information System
2 10 (11.24%) Computer Science
3 7 (7.87%) Algorithms
4 6 (6.74%) Mainframe
5 5 (5.62%) Analytical Skills
6 4 (4.49%) Self-Motivation
7 1 (1.12%) Animation
7 1 (1.12%) Graphic Design
7 1 (1.12%) Greenfield Project
7 1 (1.12%) Marketing Technology
7 1 (1.12%) Mobile App
7 1 (1.12%) Photography
7 1 (1.12%) Replication
7 1 (1.12%) Social Media
Operating Systems
1 20 (22.47%) Windows
2 14 (15.73%) Windows Server
3 6 (6.74%) Unix
4 5 (5.62%) Linux
5 1 (1.12%) CentOS
5 1 (1.12%) Debian
Processes & Methodologies
1 40 (44.94%) ITIL
2 33 (37.08%) Service Management
3 25 (28.09%) Change Management
3 25 (28.09%) Knowledge Management
3 25 (28.09%) Problem Management
4 23 (25.84%) Analytics
4 23 (25.84%) Machine Learning
5 22 (24.72%) Data Science
6 19 (21.35%) Data Analytics
6 19 (21.35%) Incident Management
6 19 (21.35%) Mathematics
7 17 (19.10%) Business Intelligence
8 14 (15.73%) Change Control
8 14 (15.73%) Configuration Management
8 14 (15.73%) CRM
8 14 (15.73%) Disaster Recovery
9 13 (14.61%) ETL
10 12 (13.48%) Visualisation
11 11 (12.36%) Performance Tuning
12 10 (11.24%) Data Visualisation
Programming Languages
1 54 (60.67%) SQL
2 29 (32.58%) T-SQL
3 23 (25.84%) Python
4 21 (23.60%) R
5 19 (21.35%) VBA
6 10 (11.24%) C++
7 9 (10.11%) C
8 6 (6.74%) JavaScript
8 6 (6.74%) MATLAB
9 5 (5.62%) PowerShell
10 4 (4.49%) Java
10 4 (4.49%) Scala
11 1 (1.12%) PHP
Qualifications
1 25 (28.09%) Network+ Certification
2 14 (15.73%) MCP
2 14 (15.73%) MCSA
2 14 (15.73%) MCSE
2 14 (15.73%) Microsoft Certification
3 13 (14.61%) Degree
4 12 (13.48%) PhD
5 10 (11.24%) CCNA
5 10 (11.24%) Cisco Certification
6 7 (7.87%) Master's Degree
7 6 (6.74%) Numerate Degree
8 1 (1.12%) Computer Science Degree
8 1 (1.12%) DBS Check
Quality Assurance & Compliance
1 2 (2.25%) GCP
2 1 (1.12%) Data Quality
2 1 (1.12%) PMO
2 1 (1.12%) SLA
System Software
1 14 (15.73%) Active Directory
2 11 (12.36%) Virtual Servers
2 11 (12.36%) VMware Infrastructure
3 1 (1.12%) HDFS
Systems Management
1 1 (1.12%) Oozie
1 1 (1.12%) SCCM
Vendors
1 25 (28.09%) Cisco
1 25 (28.09%) Fortinet
2 21 (23.60%) Huawei
3 20 (22.47%) Microsoft
4 16 (17.98%) SAP
5 14 (15.73%) Intapp
5 14 (15.73%) Oracle
5 14 (15.73%) Reuters
6 11 (12.36%) VMware
7 3 (3.37%) Google
8 2 (2.25%) Capita
9 1 (1.12%) Citrix
9 1 (1.12%) Splunk
9 1 (1.12%) Tableau
9 1 (1.12%) Zend