Period
to 22 October 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 22 October 2018 with a comparison to the same period in the previous 2 years.

Statistics
North West > Manchester
6 months to
22 Oct 2018
Same period 2017 Same period 2016
Rank 201 224 211
Rank change year-on-year +23 -13 -23
Permanent jobs citing Statistics 82 66 61
As % of all permanent IT jobs advertised in Manchester 1.13% 0.85% 0.83%
As % of the Processes & Methodologies category 1.24% 0.92% 0.90%
Number of salaries quoted 52 54 52
Manchester median annual salary £45,000 £46,250 £40,000
Median salary % change year-on-year -2.70% +15.63% -11.11%
10th Percentile £36,250 £27,500 £24,000
90th Percentile £70,000 £64,250 £61,750
North West median annual salary £42,000 £42,500 £40,000
% change year-on-year -1.18% +6.25% -11.11%

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 6,600 7,149 6,760
As % of all permanent IT jobs advertised in Manchester 90.58% 92.02% 92.37%
Number of salaries quoted 5,441 5,909 5,780
Manchester median annual salary £45,000 £43,000 £42,500
Median salary % change year-on-year +4.65% +1.18% +6.25%
10th Percentile £26,250 £26,250 £26,250
90th Percentile £70,000 £65,000 £63,750
North West median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% -

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 22 October 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 22 October 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 - 40 £45,000 -
Stockport +19 6 £17,000 -40.87%
Statistics
North West

For the 6 months to 22 October 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 39 (47.56%) SQL
2 35 (42.68%) ITIL
3 34 (41.46%) Cisco
3 34 (41.46%) Telecoms
4 31 (37.80%) Change Management
4 31 (37.80%) Network+ Certification
4 31 (37.80%) Service Management
4 31 (37.80%) Knowledge Management
4 31 (37.80%) Huawei
4 31 (37.80%) Incident Management
4 31 (37.80%) Fortinet
4 31 (37.80%) Problem Management
5 24 (29.27%) VMware
5 24 (29.27%) SQL Server
6 23 (28.05%) T-SQL
7 21 (25.61%) Firewall
7 21 (25.61%) SAN
7 21 (25.61%) Mathematics
7 21 (25.61%) VMware Infrastructure
7 21 (25.61%) Virtual Servers
8 20 (24.39%) Analytics
9 19 (23.17%) Python
10 18 (21.95%) Machine Learning
10 18 (21.95%) R
10 18 (21.95%) Data Science
11 16 (19.51%) SQL Server Reporting Services
11 16 (19.51%) Degree
11 16 (19.51%) SQL Server Integration Services
12 15 (18.29%) Business Intelligence
13 14 (17.07%) Data Analytics

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 3 (3.66%) Apache Spark
2 2 (2.44%) SAS
3 1 (1.22%) Apache Pig
3 1 (1.22%) Jupyter
Applications
1 7 (8.54%) Microsoft Excel
2 1 (1.22%) Microsoft PowerPoint
Business Applications
1 3 (3.66%) SAP S/4HANA
Cloud Services
1 5 (6.10%) Amazon AWS
2 3 (3.66%) Google Cloud Platform
3 2 (2.44%) Google Analytics
3 2 (2.44%) Google Tag Manager
3 2 (2.44%) Microsoft Azure
4 1 (1.22%) Amazon EC2
4 1 (1.22%) Amazon EMR
4 1 (1.22%) Amazon S3
4 1 (1.22%) Amazon SageMaker
4 1 (1.22%) AWS Lambda
4 1 (1.22%) Cloud Computing
4 1 (1.22%) Office 365
4 1 (1.22%) SaaS
4 1 (1.22%) Serverless
Communications & Networking
1 21 (25.61%) Firewall
1 21 (25.61%) SAN
2 6 (7.32%) ADSL
3 3 (3.66%) DHCP
3 3 (3.66%) DNS
3 3 (3.66%) Internet
3 3 (3.66%) TCP/IP
4 2 (2.44%) VoIP
Database & Business Intelligence
1 24 (29.27%) SQL Server
2 16 (19.51%) SQL Server Integration Services
2 16 (19.51%) SQL Server Reporting Services
3 7 (8.54%) Power BI
4 5 (6.10%) Data Mining
5 4 (4.88%) Hadoop
6 3 (3.66%) Data Warehouse
6 3 (3.66%) OLAP
6 3 (3.66%) Relational Database
6 3 (3.66%) SQL Server Analysis Services
7 2 (2.44%) Amazon Redshift
7 2 (2.44%) Big Data
7 2 (2.44%) BigQuery
7 2 (2.44%) Looker
7 2 (2.44%) MySQL
7 2 (2.44%) SAS Data Integration Studio
7 2 (2.44%) SAS EBI
7 2 (2.44%) SQL Server 2014
7 2 (2.44%) SQL Server 2016
7 2 (2.44%) Star Schema
Development Applications
1 6 (7.32%) SQL Server Management Studio (SSMS)
2 1 (1.22%) CA Release Automation
2 1 (1.22%) Octopus Deploy
2 1 (1.22%) RStudio
2 1 (1.22%) Team Foundation Server
General
1 34 (41.46%) Telecoms
2 7 (8.54%) Finance
3 6 (7.32%) Marketing
4 3 (3.66%) Banking
5 1 (1.22%) Billing
5 1 (1.22%) Electronics
5 1 (1.22%) Manufacturing
Job Titles
1 38 (46.34%) Analyst
2 31 (37.80%) Service Analyst
2 31 (37.80%) Service Desk Analyst
3 21 (25.61%) Server Analyst
4 17 (20.73%) Data Scientist
4 17 (20.73%) Developer
4 17 (20.73%) SQL Developer
5 13 (15.85%) SQL Server Developer
6 10 (12.20%) 1st Line Service Desk Analyst
7 6 (7.32%) 1st Line Support
7 6 (7.32%) 1st Line Support Analyst
7 6 (7.32%) Service Desk Support
7 6 (7.32%) Service Desk Support Analyst
7 6 (7.32%) Support Analyst
8 5 (6.10%) Senior Data Scientist
9 4 (4.88%) Data Analyst
9 4 (4.88%) Senior Analyst
9 4 (4.88%) SSIS Developer
9 4 (4.88%) Telecoms Analyst
9 4 (4.88%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 4 (4.88%) Natural Language Processing
1 4 (4.88%) TensorFlow
2 2 (2.44%) Node.js
2 2 (2.44%) Web Services
3 1 (1.22%) .NET
3 1 (1.22%) AngularJS
3 1 (1.22%) CSS
3 1 (1.22%) D3.js
3 1 (1.22%) HTML
3 1 (1.22%) jQuery
3 1 (1.22%) Kafka
3 1 (1.22%) Keras
3 1 (1.22%) MXNet
3 1 (1.22%) React
3 1 (1.22%) SAP Basis
3 1 (1.22%) Theano
Miscellaneous
1 9 (10.98%) Computer Science
2 8 (9.76%) Analytical Skills
3 4 (4.88%) Algorithms
4 3 (3.66%) Self-Motivation
5 2 (2.44%) Mainframe
6 1 (1.22%) Fintech
6 1 (1.22%) Greenfield Project
6 1 (1.22%) Marketing Technology
6 1 (1.22%) Replication
6 1 (1.22%) User Experience
Operating Systems
1 5 (6.10%) Windows
2 3 (3.66%) Windows Server
3 2 (2.44%) Linux
3 2 (2.44%) Unix
Processes & Methodologies
1 35 (42.68%) ITIL
2 31 (37.80%) Change Management
2 31 (37.80%) Incident Management
2 31 (37.80%) Knowledge Management
2 31 (37.80%) Problem Management
2 31 (37.80%) Service Management
3 21 (25.61%) Mathematics
4 20 (24.39%) Analytics
5 18 (21.95%) Data Science
5 18 (21.95%) Machine Learning
6 15 (18.29%) Business Intelligence
7 14 (17.07%) Data Analytics
7 14 (17.07%) Performance Tuning
8 9 (10.98%) Economics
8 9 (10.98%) Mathematical Modelling
8 9 (10.98%) Storage Management
8 9 (10.98%) Visualisation
9 8 (9.76%) Problem-Solving
10 7 (8.54%) Applied Mathematics
10 7 (8.54%) Data Visualisation
Programming Languages
1 39 (47.56%) SQL
2 23 (28.05%) T-SQL
3 19 (23.17%) Python
4 18 (21.95%) R
5 7 (8.54%) C
5 7 (8.54%) C++
6 5 (6.10%) Java
6 5 (6.10%) Scala
7 3 (3.66%) JavaScript
7 3 (3.66%) MATLAB
8 1 (1.22%) VBA
Qualifications
1 31 (37.80%) Network+ Certification
2 16 (19.51%) Degree
3 10 (12.20%) CCNA
3 10 (12.20%) Cisco Certification
4 9 (10.98%) PhD
5 6 (7.32%) Master's Degree
5 6 (7.32%) Numerate Degree
6 3 (3.66%) PRINCE2 Certification
7 1 (1.22%) Computer Science Degree
7 1 (1.22%) DBS Check
7 1 (1.22%) ISEB
7 1 (1.22%) ISTQB
Quality Assurance & Compliance
1 2 (2.44%) SLA
2 1 (1.22%) PMO
System Software
1 21 (25.61%) Virtual Servers
1 21 (25.61%) VMware Infrastructure
2 1 (1.22%) HDFS
Systems Management
1 1 (1.22%) Oozie
1 1 (1.22%) SCCM
Vendors
1 34 (41.46%) Cisco
2 31 (37.80%) Fortinet
2 31 (37.80%) Huawei
3 24 (29.27%) VMware
4 8 (9.76%) Microsoft
5 5 (6.10%) Google
6 4 (4.88%) SAP
6 4 (4.88%) Tableau
7 3 (3.66%) Nimble Storage
7 3 (3.66%) Veeam
8 1 (1.22%) Citrix