Period
to 16 July 2018

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Semantic Layer skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Semantic Layer over the 6 months to 16 July 2018 with a comparison to the same period in the previous 2 years.

Semantic Layer
UK > England
6 months to
16 Jul 2018
Same period 2017 Same period 2016
Rank 1142 1143 1214
Rank change year-on-year +1 +71 +23
Permanent jobs citing Semantic Layer 17 30 39
As % of all permanent IT jobs advertised in England 0.010% 0.018% 0.020%
As % of the Database & Business Intelligence category 0.034% 0.059% 0.067%
Number of salaries quoted 15 17 31
England median annual salary £59,000 £50,000 £52,500
Median salary % change year-on-year +18.00% -4.76% -22.22%
10th Percentile £49,080 £40,500 £43,750
90th Percentile £61,250 £56,250 £77,500
UK median annual salary £59,000 £50,000 £52,500
% change year-on-year +18.00% -4.76% -22.22%

Semantic Layer is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
England
Permanent vacancies with a requirement for database or business intelligence skills 50,049 50,888 57,954
As % of all permanent IT jobs advertised in England 30.44% 30.45% 30.27%
Number of salaries quoted 40,973 43,193 50,069
England median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £31,250 £29,750 £28,750
90th Percentile £82,500 £77,500 £75,000
UK median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

Semantic Layer
Job Vacancy Trend in England

Job postings citing Semantic Layer as a percentage of all IT jobs advertised in England.

Job vacancy trend for Semantic Layer in England

Semantic Layer
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Semantic Layer in England.

Salary trend for Semantic Layer in England

Semantic Layer
Salary Histogram in England

The salary distribution of IT jobs citing Semantic Layer in England over the 6 months to 16 July 2018.

Salary histogram for Semantic Layer in England

Semantic Layer
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Semantic Layer within the England region over the 6 months to 16 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
London -4 8 £51,552 -6.27% 1
East of England +12 7 £60,000 +14.29%
Midlands - 2 £45,000 -
West Midlands - 2 £45,000 -
Semantic Layer
UK

For the 6 months to 16 July 2018, IT jobs citing Semantic Layer 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 England region with a requirement for Semantic Layer.

1 17 (100.00%) Business Intelligence
2 16 (94.12%) Data Warehouse
3 13 (76.47%) Visualisation
4 11 (64.71%) Analytical Skills
4 11 (64.71%) SQL
5 10 (58.82%) Relational Database
6 9 (52.94%) Data Architecture
6 9 (52.94%) Big Data
6 9 (52.94%) ETL
7 8 (47.06%) Data Management
7 8 (47.06%) Tableau
8 7 (41.18%) Hadoop
8 7 (41.18%) Data Visualisation
8 7 (41.18%) Publishing
8 7 (41.18%) SQL Server Integration Services
8 7 (41.18%) Microsoft
8 7 (41.18%) Oracle
9 6 (35.29%) SQL Server
9 6 (35.29%) BusinessObjects
9 6 (35.29%) Data Modelling
10 5 (29.41%) T-SQL
10 5 (29.41%) Visual Studio
10 5 (29.41%) BusinessObjects Web Intelligence
10 5 (29.41%) SQL Server Reporting Services
11 4 (23.53%) Agile Software Development
11 4 (23.53%) Business Analysis
11 4 (23.53%) Local Government
11 4 (23.53%) Automotive
11 4 (23.53%) User Acceptance Testing
11 4 (23.53%) Oracle Reports

Semantic Layer
Co-occurring IT Skills in England 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:

Applications
1 1 (5.88%) Microsoft Excel
Database & Business Intelligence
1 16 (94.12%) Data Warehouse
2 10 (58.82%) Relational Database
3 9 (52.94%) Big Data
4 7 (41.18%) Hadoop
4 7 (41.18%) SQL Server Integration Services
5 6 (35.29%) BusinessObjects
5 6 (35.29%) SQL Server
6 5 (29.41%) BusinessObjects Web Intelligence
6 5 (29.41%) SQL Server Reporting Services
7 4 (23.53%) Oracle Reports
7 4 (23.53%) Power BI
8 2 (11.76%) Amazon Redshift
8 2 (11.76%) SQL Server Analysis Services
8 2 (11.76%) Star Schema
9 1 (5.88%) BusinessObjects XI
9 1 (5.88%) RDBMS
9 1 (5.88%) Snowflake Schema
9 1 (5.88%) SQL Server 2008
9 1 (5.88%) SQL Server 2012
9 1 (5.88%) SQL Server 2014
Development Applications
1 5 (29.41%) Visual Studio
2 4 (23.53%) SQL Server Management Studio (SSMS)
3 1 (5.88%) Team Foundation Server
General
1 7 (41.18%) Publishing
2 4 (23.53%) Automotive
2 4 (23.53%) Local Government
3 2 (11.76%) Finance
4 1 (5.88%) Legal
Job Titles
1 8 (47.06%) Analyst
2 7 (41.18%) Business Analyst
2 7 (41.18%) Business Intelligence Analyst
2 7 (41.18%) Business Intelligence Business Analyst
3 5 (29.41%) Business Intelligence Specialist
4 3 (17.65%) SQL Analyst
4 3 (17.65%) SQL Data Analyst
4 3 (17.65%) Tableau Analyst
4 3 (17.65%) Tableau Specialist
5 2 (11.76%) Data Business Analyst
5 2 (11.76%) Data Visualisation Analyst
5 2 (11.76%) Developer
5 2 (11.76%) Python Engineer
6 1 (5.88%) Business Intelligence Consultant
6 1 (5.88%) Business Intelligence Developer
6 1 (5.88%) Consultant
6 1 (5.88%) Data Analyst
6 1 (5.88%) Data Warehouse Developer
6 1 (5.88%) ETL Developer
6 1 (5.88%) Lead Developer
Libraries, Frameworks & Software Standards
1 2 (11.76%) .NET
1 2 (11.76%) SOAP
2 1 (5.88%) HTML
2 1 (5.88%) LDAP
2 1 (5.88%) MDX
2 1 (5.88%) Web Services
2 1 (5.88%) XML
Miscellaneous
1 11 (64.71%) Analytical Skills
2 3 (17.65%) Self-Motivation
3 2 (11.76%) Greenfield Project
4 1 (5.88%) Computer Science
4 1 (5.88%) Data Structures
Operating Systems
1 2 (11.76%) Unix
Processes & Methodologies
1 17 (100.00%) Business Intelligence
2 13 (76.47%) Visualisation
3 9 (52.94%) Data Architecture
3 9 (52.94%) ETL
4 8 (47.06%) Data Management
5 7 (41.18%) Data Visualisation
6 6 (35.29%) Data Modelling
7 4 (23.53%) Agile Software Development
7 4 (23.53%) Analytics
7 4 (23.53%) Business Analysis
7 4 (23.53%) Master Data Management
7 4 (23.53%) PRINCE2
7 4 (23.53%) Project Management
7 4 (23.53%) User Acceptance Testing
8 2 (11.76%) Business Analytics
8 2 (11.76%) Continuous Integration
8 2 (11.76%) Data Engineering
8 2 (11.76%) Data Science
8 2 (11.76%) Front End Development
8 2 (11.76%) Mathematics
Programming Languages
1 11 (64.71%) SQL
2 5 (29.41%) T-SQL
3 4 (23.53%) PL/SQL
4 3 (17.65%) Java
5 2 (11.76%) Bash Shell
5 2 (11.76%) C#
5 2 (11.76%) Python
5 2 (11.76%) Scala
Qualifications
1 2 (11.76%) Security Cleared
2 1 (5.88%) Computer Science Degree
2 1 (5.88%) Degree
2 1 (5.88%) SC Cleared
Quality Assurance & Compliance
1 4 (23.53%) Data Quality
Systems Management
1 1 (5.88%) Single Sign-On
Vendors
1 8 (47.06%) Tableau
2 7 (41.18%) Microsoft
2 7 (41.18%) Oracle
3 2 (11.76%) Netezza
3 2 (11.76%) SAP
3 2 (11.76%) Teradata
4 1 (5.88%) Jaspersoft