Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies with a requirement for Inmon Methodology skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Inmon Methodology over the 6 months to 19 November 2017 with a comparison to the same period in the previous 2 years.

Inmon Methodology
UK
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 1127 1115 1131
Rank change year-on-year -12 +16 +37
Permanent jobs citing Inmon Methodology 71 103 177
As % of all permanent IT jobs advertised in the UK 0.040% 0.055% 0.081%
As % of the Processes & Methodologies category 0.044% 0.061% 0.091%
Number of salaries quoted 44 98 127
UK median annual salary £55,000 £60,000 £50,000
Median salary % change year-on-year -8.33% +20.00% -16.67%
10th Percentile £43,000 £37,500 £34,800
90th Percentile £79,750 £76,625 £80,000
UK excluding London median annual salary £55,000 £45,000 £50,000
% change year-on-year +22.22% -10.00% -4.76%

Inmon Methodology 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 with a requirement for process or methodology skills.

All Process and Methodology Skills
UK
Permanent vacancies with a requirement for process or methodology skills 160296 168588 194039
As % of all permanent IT jobs advertised in the UK 89.92% 89.36% 88.77%
Number of salaries quoted 126459 140088 159820
UK median annual salary £50,000 £49,476 £47,500
Median salary % change year-on-year +1.06% +4.16% +5.56%
10th Percentile £28,750 £28,000 £27,500
90th Percentile £80,000 £78,750 £77,500
UK excluding London median annual salary £44,000 £42,500 £42,500
% change year-on-year +3.53% - +6.25%

Inmon Methodology
Job Vacancy Trend

Job postings citing Inmon Methodology as a percentage of all IT jobs advertised.

Job vacancy trend for Inmon Methodology in the UK

Inmon Methodology
Salary Trend

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

Salary trend for Inmon Methodology in the UK

Inmon Methodology
Salary Histogram

The salary distribution of IT jobs citing Inmon Methodology over the 6 months to 19 November 2017.

Salary histogram for Inmon Methodology in the UK

Inmon Methodology
Top 11 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Inmon Methodology within the UK over the 6 months to 19 November 2017. 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
England +8 70 £55,000 -8.33% 2
London -9 39 £52,500 -19.23% 1
UK excluding London +18 28 £55,000 +22.22% 1
East of England +30 18 £55,000 -14.40%
South East +54 3 £55,000 -33.33%
Midlands +30 3 £55,000 +22.22%
Yorkshire +3 3 £50,000 +17.65% 1
North of England -25 3 £50,000 +17.65% 1
West Midlands +11 2 £50,750 +12.78%
East Midlands - 1 £55,000 -
Scotland - 1 £55,000 -

For the 6 months to 19 November 2017, IT jobs citing Inmon Methodology also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for Inmon Methodology.

1 67 (94.37%) Kimball Methodology
2 58 (81.69%) Data Warehouse
3 51 (71.83%) Business Intelligence
4 50 (70.42%) SQL
5 48 (67.61%) Data Modelling
6 41 (57.75%) SQL Server
6 41 (57.75%) SQL Server Integration Services
7 40 (56.34%) ETL
8 36 (50.70%) SQL Server Analysis Services
9 32 (45.07%) T-SQL
10 31 (43.66%) Power BI
11 30 (42.25%) Analytics
12 27 (38.03%) Microsoft
13 26 (36.62%) MDX
14 25 (35.21%) PowerShell
15 24 (33.80%) Data Architecture
15 24 (33.80%) ETL Development
15 24 (33.80%) Finance
16 23 (32.39%) Big Data
17 21 (29.58%) REST
17 21 (29.58%) SQL Server Reporting Services
17 21 (29.58%) SOAP
17 21 (29.58%) Web Services
18 20 (28.17%) Cognos
19 19 (26.76%) SAP Data Services
19 19 (26.76%) SQL Server 2014
19 19 (26.76%) SQL Server 2016
20 18 (25.35%) SQL Server 2012
20 18 (25.35%) Data Quality
20 18 (25.35%) Hadoop

Inmon Methodology
Co-occurring IT Skills 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 4 (5.63%) SAS
2 3 (4.23%) SharePoint
3 2 (2.82%) Apache Spark
Applications
1 5 (7.04%) Microsoft Excel
2 1 (1.41%) MS Visio
Cloud Services
1 12 (16.90%) Microsoft Azure
2 6 (8.45%) Amazon AWS
3 3 (4.23%) Amazon EC2
3 3 (4.23%) Amazon S3
4 1 (1.41%) Azure Data Factory
4 1 (1.41%) SaaS
Communications & Networking
1 14 (19.72%) DNS
1 14 (19.72%) Firewall
Database & Business Intelligence
1 58 (81.69%) Data Warehouse
2 41 (57.75%) SQL Server
2 41 (57.75%) SQL Server Integration Services
3 36 (50.70%) SQL Server Analysis Services
4 31 (43.66%) Power BI
5 23 (32.39%) Big Data
6 21 (29.58%) SQL Server Reporting Services
7 19 (26.76%) SAP Data Services
7 19 (26.76%) SQL Server 2014
7 19 (26.76%) SQL Server 2016
8 18 (25.35%) Hadoop
8 18 (25.35%) SQL Server 2012
9 16 (22.54%) MS Access
10 12 (16.90%) QlikView
11 10 (14.08%) Data Lake
11 10 (14.08%) Relational Database
12 9 (12.68%) RDBMS
12 9 (12.68%) SAP BW
13 8 (11.27%) OLAP
14 5 (7.04%) BusinessObjects
Development Applications
1 16 (22.54%) Team Foundation Server
2 7 (9.86%) ERwin
3 3 (4.23%) SQL Server Management Studio (SSMS)
4 1 (1.41%) Toad
4 1 (1.41%) Visual Studio
General
1 24 (33.80%) Finance
2 5 (7.04%) Retail
3 2 (2.82%) Legal
4 1 (1.41%) Marketing
Job Titles
1 34 (47.89%) Developer
2 20 (28.17%) Architect
2 20 (28.17%) Business Intelligence Developer
2 20 (28.17%) Data Architect
3 14 (19.72%) Data Warehouse Developer
4 10 (14.08%) ETL Developer
4 10 (14.08%) SQL Developer
5 8 (11.27%) Oracle Data Warehouse Developer
5 8 (11.27%) Oracle Developer
5 8 (11.27%) Oracle ETL Developer
5 8 (11.27%) PL/SQL Developer
6 7 (9.86%) Data Modeller
7 6 (8.45%) SSIS Developer
8 4 (5.63%) Data Engineer
8 4 (5.63%) Enterprise Architect
8 4 (5.63%) Enterprise Data Architect
8 4 (5.63%) Microsoft BI Developer
9 3 (4.23%) Business Analyst
9 3 (4.23%) Business Intelligence Analyst
9 3 (4.23%) Microsoft Developer
Libraries, Frameworks & Software Standards
1 26 (36.62%) MDX
2 21 (29.58%) REST
2 21 (29.58%) SOAP
2 21 (29.58%) Web Services
3 16 (22.54%) .NET
4 6 (8.45%) XML
4 6 (8.45%) XML Messaging
5 5 (7.04%) WSDL
5 5 (7.04%) XSD
6 2 (2.82%) D3.js
Miscellaneous
1 14 (19.72%) Analytical Skills
2 11 (15.49%) Enterprise Software
3 8 (11.27%) Data Structures
4 3 (4.23%) Management Information System
5 2 (2.82%) Computer Science
6 1 (1.41%) Clustering
6 1 (1.41%) Market Risk
6 1 (1.41%) Replication
Operating Systems
1 2 (2.82%) Linux
1 2 (2.82%) Unix
2 1 (1.41%) Windows
2 1 (1.41%) Windows Server
Processes & Methodologies
1 67 (94.37%) Kimball Methodology
2 51 (71.83%) Business Intelligence
3 48 (67.61%) Data Modelling
4 40 (56.34%) ETL
5 30 (42.25%) Analytics
6 24 (33.80%) Data Architecture
6 24 (33.80%) ETL Development
7 18 (25.35%) Data Management
8 17 (23.94%) Performance Tuning
8 17 (23.94%) Unit Testing
9 16 (22.54%) Database Tuning
9 16 (22.54%) Logical Data Model
9 16 (22.54%) Migration
10 12 (16.90%) UML
11 11 (15.49%) Business Analysis
11 11 (15.49%) Data Integration
11 11 (15.49%) Enterprise Architecture
12 10 (14.08%) CRM
13 9 (12.68%) Requirements Analysis
13 9 (12.68%) Wealth Management
Programming Languages
1 50 (70.42%) SQL
2 32 (45.07%) T-SQL
3 25 (35.21%) PowerShell
4 16 (22.54%) VBA
5 10 (14.08%) Data Analysis Expressions (DAX)
5 10 (14.08%) PL/SQL
6 9 (12.68%) C#
7 5 (7.04%) Python
8 3 (4.23%) Java
9 2 (2.82%) R
9 2 (2.82%) Scala
9 2 (2.82%) Shell Script
10 1 (1.41%) SAS Macro
Qualifications
1 4 (5.63%) Degree
2 1 (1.41%) Microsoft Certification
Quality Assurance & Compliance
1 18 (25.35%) Data Quality
2 2 (2.82%) QA
Systems Management
1 1 (1.41%) Failover Clustering
1 1 (1.41%) Perfmon
Vendors
1 27 (38.03%) Microsoft
2 20 (28.17%) Cognos
3 17 (23.94%) Tableau
4 16 (22.54%) IBM
4 16 (22.54%) SAP
5 13 (18.31%) Oracle
6 6 (8.45%) Guidewire
7 5 (7.04%) Callidus
7 5 (7.04%) Informatica
8 4 (5.63%) Cognizant
9 3 (4.23%) Ab Initio
10 1 (1.41%) Splunk
10 1 (1.41%) Teradata