Period
to 23 January 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 23 January 2018 with a comparison to the same period in the previous 2 years.

Statistics
North West > Manchester
6 months to
23 Jan 2018
Same period 2017 Same period 2016
Rank 223 216 174
Rank change year-on-year -7 -42 +48
Permanent jobs citing Statistics 59 68 92
As % of all permanent IT jobs advertised in Manchester 0.79% 0.92% 1.32%
As % of the Processes & Methodologies category 0.86% 1.00% 1.45%
Number of salaries quoted 53 62 59
Manchester median annual salary £45,000 £41,500 £42,500
Median salary % change year-on-year +8.43% -2.35% -5.56%
10th Percentile £30,000 £26,250 £29,650
90th Percentile £83,000 £65,750 £51,250
North West median annual salary £45,000 £37,500 £40,000
% change year-on-year +20.00% -6.25% -5.88%

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 6,871 6,781 6,349
As % of all permanent IT jobs advertised in Manchester 91.88% 91.75% 90.97%
Number of salaries quoted 5,648 5,856 5,229
Manchester median annual salary £45,000 £42,500 £40,500
Median salary % change year-on-year +5.88% +4.94% +6.58%
10th Percentile £27,500 £26,250 £25,000
90th Percentile £67,500 £63,750 £61,250
North West median annual salary £45,000 £40,000 £40,000
% change year-on-year +12.50% - -

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 23 January 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 23 January 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
Altrincham - 3 £30,000 - 1
Bolton - 1 £32,500 -
Wigan - 1 £32,500 -
Statistics
North West

For the 6 months to 23 January 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 33 (55.93%) Mathematics
2 26 (44.07%) SQL
3 25 (42.37%) Python
3 25 (42.37%) Machine Learning
4 21 (35.59%) Analytics
5 19 (32.20%) PhD
6 18 (30.51%) R
7 15 (25.42%) SQL Server
7 15 (25.42%) Degree
8 14 (23.73%) Microsoft
9 13 (22.03%) Microsoft Excel
10 12 (20.34%) SAS
11 11 (18.64%) Business Intelligence
11 11 (18.64%) Hadoop
12 10 (16.95%) Apache Spark
12 10 (16.95%) T-SQL
12 10 (16.95%) Computer Science
12 10 (16.95%) Agile Software Development
13 9 (15.25%) ITIL
13 9 (15.25%) Data Mining
13 9 (15.25%) Algorithms
13 9 (15.25%) Big Data
14 8 (13.56%) Finance
14 8 (13.56%) Microsoft PowerPoint
15 7 (11.86%) Statistical Analysis
15 7 (11.86%) Service Delivery
15 7 (11.86%) SQL Server Reporting Services
15 7 (11.86%) SLA
15 7 (11.86%) Data Analytics
15 7 (11.86%) Data Visualisation

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 12 (20.34%) SAS
2 10 (16.95%) Apache Spark
3 3 (5.08%) WordPress
4 2 (3.39%) Apache Pig
5 1 (1.69%) IIS
Applications
1 13 (22.03%) Microsoft Excel
2 8 (13.56%) Microsoft PowerPoint
3 6 (10.17%) Microsoft Office
4 5 (8.47%) S-PLUS
4 5 (8.47%) Stata
5 2 (3.39%) SPSS
6 1 (1.69%) Chatbot
Business Applications
1 3 (5.08%) Magento
2 1 (1.69%) Elite 3E
2 1 (1.69%) Workfront
Cloud Services
1 5 (8.47%) Amazon AWS
2 4 (6.78%) Amazon S3
3 2 (3.39%) Microsoft Azure
4 1 (1.69%) Google Cloud Platform
4 1 (1.69%) OpenShift
Communications & Networking
1 3 (5.08%) Internet
1 3 (5.08%) NetScaler
1 3 (5.08%) Unified Communications
1 3 (5.08%) WAN
2 2 (3.39%) TCP/IP
3 1 (1.69%) LAN
Database & Business Intelligence
1 15 (25.42%) SQL Server
2 11 (18.64%) Hadoop
3 9 (15.25%) Big Data
3 9 (15.25%) Data Mining
4 7 (11.86%) SQL Server Reporting Services
5 6 (10.17%) OLAP
5 6 (10.17%) SQL Server Analysis Services
5 6 (10.17%) SQL Server Integration Services
6 5 (8.47%) Data Warehouse
7 4 (6.78%) MongoDB
7 4 (6.78%) NoSQL
7 4 (6.78%) OLAP Cube
7 4 (6.78%) Relational Database
8 3 (5.08%) Power BI
9 2 (3.39%) Apache Cassandra
9 2 (3.39%) Apache Hive
9 2 (3.39%) HBase
9 2 (3.39%) QlikView
9 2 (3.39%) SQL Server 2014
9 2 (3.39%) SQL Server 2016
Development Applications
1 4 (6.78%) SQL Server Management Studio (SSMS)
2 3 (5.08%) Git (software)
3 2 (3.39%) Facilita Forecast
3 2 (3.39%) JMeter
3 2 (3.39%) LoadRunner
3 2 (3.39%) Visual Studio Team System
4 1 (1.69%) JIRA
General
1 8 (13.56%) Finance
2 5 (8.47%) Marketing
3 1 (1.69%) Aerospace
3 1 (1.69%) Automotive
3 1 (1.69%) Banking
3 1 (1.69%) Law
3 1 (1.69%) Legal
3 1 (1.69%) Manufacturing
3 1 (1.69%) Telecoms
Job Titles
1 22 (37.29%) Data Scientist
2 10 (16.95%) Developer
3 6 (10.17%) Analyst
3 6 (10.17%) Business Intelligence Developer
3 6 (10.17%) SSIS Developer
3 6 (10.17%) SSRS Developer
4 4 (6.78%) Research Scientist
4 4 (6.78%) Service Manager
4 4 (6.78%) Service Support Manager
4 4 (6.78%) Support Manager
5 3 (5.08%) Cisco Engineer
5 3 (5.08%) Cisco Network Engineer
5 3 (5.08%) Digital Developer
5 3 (5.08%) Machine Learning Scientist
5 3 (5.08%) Network Engineer
5 3 (5.08%) PHP Developer
5 3 (5.08%) PHP Web Developer
5 3 (5.08%) Senior Data Scientist
5 3 (5.08%) Web Developer
6 2 (3.39%) Applications Support
Libraries, Frameworks & Software Standards
1 4 (6.78%) .NET
1 4 (6.78%) AngularJS
1 4 (6.78%) Natural Language Processing
2 3 (5.08%) CakePHP
2 3 (5.08%) CodeIgniter
2 3 (5.08%) jQuery
2 3 (5.08%) Laravel
2 3 (5.08%) Symfony
3 1 (1.69%) .NET Core
3 1 (1.69%) .NET Framework
3 1 (1.69%) TensorFlow
3 1 (1.69%) Web Services
Miscellaneous
1 10 (16.95%) Computer Science
2 9 (15.25%) Algorithms
3 7 (11.86%) Analytical Skills
3 7 (11.86%) Social Media
4 4 (6.78%) Greenfield Project
5 3 (5.08%) Animation
5 3 (5.08%) Graphic Design
5 3 (5.08%) Mobile App
5 3 (5.08%) Photography
6 2 (3.39%) N-Tier
6 2 (3.39%) Video Conferencing
7 1 (1.69%) Credit Risk
7 1 (1.69%) Data Centre
7 1 (1.69%) Management Information System
Operating Systems
1 4 (6.78%) Linux
1 4 (6.78%) Windows
1 4 (6.78%) Windows Server
2 3 (5.08%) CentOS
2 3 (5.08%) Debian
Processes & Methodologies
1 33 (55.93%) Mathematics
2 25 (42.37%) Machine Learning
3 21 (35.59%) Analytics
4 11 (18.64%) Business Intelligence
5 10 (16.95%) Agile Software Development
6 9 (15.25%) ITIL
7 7 (11.86%) Data Analytics
7 7 (11.86%) Data Visualisation
7 7 (11.86%) Service Delivery
7 7 (11.86%) Statistical Analysis
7 7 (11.86%) Visualisation
8 6 (10.17%) Cluster Analysis
8 6 (10.17%) Econometrics
8 6 (10.17%) Economics
9 5 (8.47%) Applied Mathematics
9 5 (8.47%) Bayesian Methods
9 5 (8.47%) Open Source
9 5 (8.47%) Predictive Analytics
9 5 (8.47%) Stakeholder Management
10 4 (6.78%) Time Series Analysis
Programming Languages
1 26 (44.07%) SQL
2 25 (42.37%) Python
3 18 (30.51%) R
4 10 (16.95%) T-SQL
5 6 (10.17%) C#
5 6 (10.17%) MATLAB
6 5 (8.47%) C++
6 5 (8.47%) Scala
6 5 (8.47%) VBA
7 4 (6.78%) JavaScript
7 4 (6.78%) PowerShell
8 3 (5.08%) Java
8 3 (5.08%) PHP
9 1 (1.69%) C
Qualifications
1 19 (32.20%) PhD
2 15 (25.42%) Degree
3 6 (10.17%) Master's Degree
4 5 (8.47%) Numerate Degree
5 3 (5.08%) CCIE
5 3 (5.08%) CCNP
5 3 (5.08%) Cisco Certification
5 3 (5.08%) MCP
5 3 (5.08%) MCSA
5 3 (5.08%) MCSE
5 3 (5.08%) Microsoft Certification
6 1 (1.69%) ITIL Certification
6 1 (1.69%) Security Cleared
Quality Assurance & Compliance
1 7 (11.86%) SLA
System Software
1 4 (6.78%) Active Directory
2 1 (1.69%) Docker
Systems Management
1 2 (3.39%) Cisco CUCM
2 1 (1.69%) Kubernetes
Vendors
1 14 (23.73%) Microsoft
2 4 (6.78%) Facebook
2 4 (6.78%) Tableau
2 4 (6.78%) Twitter
3 3 (5.08%) Cisco
3 3 (5.08%) F5
3 3 (5.08%) Juniper
3 3 (5.08%) Riverbed
3 3 (5.08%) Zend
4 2 (3.39%) MicroStrategy
4 2 (3.39%) Splunk
5 1 (1.69%) Apple
5 1 (1.69%) Google
5 1 (1.69%) Intapp
5 1 (1.69%) Oracle
5 1 (1.69%) Reuters
5 1 (1.69%) SAP