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

Semantic Layer
UK > England
6 months to
22 Oct 2018
Same period 2017 Same period 2016
Rank 1103 1118 1169
Rank change year-on-year +15 +51 +92
Permanent jobs citing Semantic Layer 14 58 42
As % of all permanent IT jobs advertised in England 0.009% 0.035% 0.023%
As % of the Database & Business Intelligence category 0.031% 0.12% 0.079%
Number of salaries quoted 12 45 34
England median annual salary £57,500 £50,000 £55,000
Median salary % change year-on-year +15.00% -9.09% -10.20%
10th Percentile £49,080 £30,500 £41,250
90th Percentile £83,750 £60,000 £76,750
UK median annual salary £57,500 £50,000 £55,000
% change year-on-year +15.00% -9.09% -10.20%

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 45,305 49,660 52,967
As % of all permanent IT jobs advertised in England 29.50% 30.35% 29.59%
Number of salaries quoted 37,143 41,196 45,619
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £31,250 £30,000 £28,750
90th Percentile £83,750 £77,500 £76,750
UK median annual salary £50,000 £48,000 £47,500
% change year-on-year +4.17% +1.05% +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 22 October 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 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
London +22 13 £57,500 +4.55%
West Midlands +27 1 £45,000 -
Midlands +22 1 £45,000 -
Semantic Layer
UK

For the 6 months to 22 October 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 14 (100.00%) Business Intelligence
2 12 (85.71%) Data Warehouse
3 11 (78.57%) Data Quality
4 10 (71.43%) Data Modelling
5 9 (64.29%) SQL
6 8 (57.14%) Visualisation
7 7 (50.00%) Data Architecture
8 6 (42.86%) Big Data
8 6 (42.86%) ETL
9 5 (35.71%) Oracle
9 5 (35.71%) OLAP
9 5 (35.71%) Finance
9 5 (35.71%) Data Structures
9 5 (35.71%) Logical Data Model
9 5 (35.71%) Physical Data Model
9 5 (35.71%) Technical Architecture
10 4 (28.57%) SQL Server Integration Services
10 4 (28.57%) Data Management
10 4 (28.57%) SQL Server Reporting Services
10 4 (28.57%) Business Analysis
10 4 (28.57%) Local Government
10 4 (28.57%) User Acceptance Testing
10 4 (28.57%) BusinessObjects Web Intelligence
10 4 (28.57%) Master Data Management
10 4 (28.57%) PL/SQL
10 4 (28.57%) Microsoft
10 4 (28.57%) BusinessObjects
10 4 (28.57%) Project Management
10 4 (28.57%) Visual Studio
10 4 (28.57%) PRINCE2

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:

Database & Business Intelligence
1 12 (85.71%) Data Warehouse
2 6 (42.86%) Big Data
3 5 (35.71%) OLAP
4 4 (28.57%) BusinessObjects
4 4 (28.57%) BusinessObjects Web Intelligence
4 4 (28.57%) Oracle Reports
4 4 (28.57%) Power BI
4 4 (28.57%) SQL Server
4 4 (28.57%) SQL Server Integration Services
4 4 (28.57%) SQL Server Reporting Services
5 2 (14.29%) Amazon Redshift
5 2 (14.29%) Snowflake Schema
5 2 (14.29%) Star Schema
6 1 (7.14%) RDBMS
6 1 (7.14%) Relational Database
Development Applications
1 4 (28.57%) SQL Server Management Studio (SSMS)
1 4 (28.57%) Visual Studio
General
1 5 (35.71%) Finance
2 4 (28.57%) Local Government
3 2 (14.29%) Games
3 2 (14.29%) Publishing
Job Titles
1 5 (35.71%) Architect
1 5 (35.71%) Data Architect
1 5 (35.71%) Senior Architect
1 5 (35.71%) Senior Data Architect
2 2 (14.29%) Analyst
2 2 (14.29%) Python Engineer
2 2 (14.29%) Solutions Analyst
2 2 (14.29%) Tableau Analyst
3 1 (7.14%) Business Intelligence Consultant
3 1 (7.14%) Consultant
Libraries, Frameworks & Software Standards
1 1 (7.14%) HTML
1 1 (7.14%) LDAP
Miscellaneous
1 5 (35.71%) Data Structures
2 4 (28.57%) Analytical Skills
3 2 (14.29%) Greenfield Project
3 2 (14.29%) Online Games
4 1 (7.14%) Self-Motivation
Operating Systems
1 2 (14.29%) Unix
Processes & Methodologies
1 14 (100.00%) Business Intelligence
2 10 (71.43%) Data Modelling
3 8 (57.14%) Visualisation
4 7 (50.00%) Data Architecture
5 6 (42.86%) ETL
6 5 (35.71%) Logical Data Model
6 5 (35.71%) Physical Data Model
6 5 (35.71%) Technical Architecture
7 4 (28.57%) Business Analysis
7 4 (28.57%) Data Management
7 4 (28.57%) Master Data Management
7 4 (28.57%) PRINCE2
7 4 (28.57%) Project Management
7 4 (28.57%) User Acceptance Testing
8 3 (21.43%) Agile Software Development
8 3 (21.43%) Dimensional Modelling
9 2 (14.29%) Data Visualisation
9 2 (14.29%) High Availability
9 2 (14.29%) Mentoring
9 2 (14.29%) Performance Tuning
Programming Languages
1 9 (64.29%) SQL
2 4 (28.57%) PL/SQL
2 4 (28.57%) T-SQL
3 3 (21.43%) Java
3 3 (21.43%) Python
4 2 (14.29%) Bash Shell
4 2 (14.29%) Scala
Qualifications
1 1 (7.14%) SC Cleared
1 1 (7.14%) Security Cleared
Quality Assurance & Compliance
1 11 (78.57%) Data Quality
Systems Management
1 1 (7.14%) Single Sign-On
Vendors
1 5 (35.71%) Oracle
2 4 (28.57%) Microsoft
3 2 (14.29%) Netezza
3 2 (14.29%) Tableau
3 2 (14.29%) Teradata
4 1 (7.14%) Jaspersoft