Period
to 14 December 2017

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 14 December 2017 with a comparison to the same period in the previous 2 years.

Semantic Layer
UK > England
6 months to
14 Dec 2017
Same period 2016 Same period 2015
Rank 1108 1138 1247
Rank change year-on-year +30 +109 +42
Permanent jobs citing Semantic Layer 67 55 29
As % of all permanent IT jobs advertised in England 0.040% 0.031% 0.014%
As % of the Database & Business Intelligence category 0.13% 0.11% 0.045%
Number of salaries quoted 55 37 11
England median annual salary £55,000 £50,000 £55,000
Median salary % change year-on-year +10.00% -9.09% -15.38%
10th Percentile £38,750 £41,250 £35,500
90th Percentile £60,000 £69,000 £85,000
UK median annual salary £55,000 £50,000 £55,000
% change year-on-year +10.00% -9.09% -15.38%

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 50975 52049 63980
As % of all permanent IT jobs advertised in England 30.30% 29.71% 31.55%
Number of salaries quoted 42396 44889 54612
England median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £30,000 £29,750 £28,750
90th Percentile £77,500 £77,500 £75,000
UK median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% +2.27%

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 14 December 2017.

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 14 December 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
London -1 26 £55,000 +10.00% 2
East of England +11 17 £59,000 +12.38%
South West +21 14 £42,500 -
Midlands +23 5 - -
West Midlands -1 5 - -
South East - 5 £50,000 -
Semantic Layer
UK

For the 6 months to 14 December 2017, IT jobs citing Semantic Layer also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the England region with a requirement for Semantic Layer.

1 54 (80.60%) Data Warehouse
2 50 (74.63%) Business Intelligence
3 44 (65.67%) Tableau
4 41 (61.19%) Visualisation
5 32 (47.76%) SQL
6 29 (43.28%) Analytical Skills
7 27 (40.30%) BusinessObjects
8 26 (38.81%) Microsoft
8 26 (38.81%) Data Visualisation
9 25 (37.31%) SQL Server
10 24 (35.82%) Finance
11 22 (32.84%) ETL
12 21 (31.34%) Data Modelling
12 21 (31.34%) Publishing
12 21 (31.34%) Data Architecture
12 21 (31.34%) Relational Database
13 20 (29.85%) QlikView
14 18 (26.87%) SAP
15 17 (25.37%) T-SQL
16 16 (23.88%) Hadoop
16 16 (23.88%) Big Data
17 15 (22.39%) Data Management
18 14 (20.90%) Star Schema
18 14 (20.90%) Analytics
18 14 (20.90%) SQL Server Reporting Services
18 14 (20.90%) Power BI
19 13 (19.40%) Microsoft Excel
20 11 (16.42%) Cognos
20 11 (16.42%) SQL Server Integration Services
21 9 (13.43%) SQL Server Analysis Services

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:

Application Platforms
1 2 (2.99%) IIS
1 2 (2.99%) SharePoint
Applications
1 13 (19.40%) Microsoft Excel
2 2 (2.99%) Spreadsheet
Business Applications
1 4 (5.97%) SAP Business ByDesign
1 4 (5.97%) SAP Business One
2 3 (4.48%) Cognos Business Intelligence
Cloud Services
1 3 (4.48%) Microsoft Azure
Database & Business Intelligence
1 54 (80.60%) Data Warehouse
2 27 (40.30%) BusinessObjects
3 25 (37.31%) SQL Server
4 21 (31.34%) Relational Database
5 20 (29.85%) QlikView
6 16 (23.88%) Big Data
6 16 (23.88%) Hadoop
7 14 (20.90%) Power BI
7 14 (20.90%) SQL Server Reporting Services
7 14 (20.90%) Star Schema
8 11 (16.42%) SQL Server Integration Services
9 9 (13.43%) SQL Server Analysis Services
10 8 (11.94%) BusinessObjects Web Intelligence
10 8 (11.94%) Crystal Reports
10 8 (11.94%) Lumira
11 7 (10.45%) OLAP
12 6 (8.96%) Snowflake Schema
13 4 (5.97%) BusinessObjects Business Intelligence
13 4 (5.97%) SAP BW
14 3 (4.48%) Cognos Report Studio
Development Applications
1 5 (7.46%) Team Foundation Server
1 5 (7.46%) Visual Studio
General
1 24 (35.82%) Finance
2 21 (31.34%) Publishing
3 9 (13.43%) Automotive
4 3 (4.48%) Manufacturing
5 2 (2.99%) Legal
5 2 (2.99%) Retail
6 1 (1.49%) Banking
Job Titles
1 35 (52.24%) Developer
2 30 (44.78%) Analyst
3 18 (26.87%) Business Intelligence Analyst
4 16 (23.88%) Business Analyst
4 16 (23.88%) Business Intelligence Business Analyst
5 15 (22.39%) Business Developer
6 14 (20.90%) Business Intelligence Specialist
7 13 (19.40%) Business Intelligence Developer
7 13 (19.40%) Consultant
7 13 (19.40%) SAP BusinessObjects (BO) Developer
8 12 (17.91%) Analyst Developer
8 12 (17.91%) Developer Analyst
8 12 (17.91%) SAP BusinessObjects (BO) Analyst
9 10 (14.93%) Tableau Specialist
10 8 (11.94%) Business Intelligence Consultant
11 7 (10.45%) SQL Developer
12 5 (7.46%) Data Warehouse Developer
12 5 (7.46%) Junior
12 5 (7.46%) Junior Developer
12 5 (7.46%) Junior SQL Developer
Libraries, Frameworks & Software Standards
1 9 (13.43%) REST
1 9 (13.43%) Web Services
2 5 (7.46%) MDX
Miscellaneous
1 29 (43.28%) Analytical Skills
2 8 (11.94%) Data Structures
3 7 (10.45%) Management Information System
4 3 (4.48%) Fintech
5 2 (2.99%) Algorithms
5 2 (2.99%) Enterprise Software
Operating Systems
1 2 (2.99%) Unix
Processes & Methodologies
1 50 (74.63%) Business Intelligence
2 41 (61.19%) Visualisation
3 26 (38.81%) Data Visualisation
4 22 (32.84%) ETL
5 21 (31.34%) Data Architecture
5 21 (31.34%) Data Modelling
6 15 (22.39%) Data Management
7 14 (20.90%) Analytics
8 9 (13.43%) ERP
9 7 (10.45%) Agile Software Development
9 7 (10.45%) Data Analytics
9 7 (10.45%) Performance Tuning
10 6 (8.96%) Economics
10 6 (8.96%) Mathematics
11 5 (7.46%) Big Data Analytics
11 5 (7.46%) Continuous Integration
11 5 (7.46%) Data Governance
11 5 (7.46%) Data Security
11 5 (7.46%) Dimensional Modelling
11 5 (7.46%) Unit Testing
Programming Languages
1 32 (47.76%) SQL
2 17 (25.37%) T-SQL
3 8 (11.94%) VBA
4 5 (7.46%) C#
4 5 (7.46%) Python
5 3 (4.48%) R
6 2 (2.99%) JavaScript
Qualifications
1 8 (11.94%) Degree
2 6 (8.96%) Security Cleared
3 4 (5.97%) SC Cleared
Quality Assurance & Compliance
1 4 (5.97%) QA
2 2 (2.99%) Data Quality
Vendors
1 44 (65.67%) Tableau
2 26 (38.81%) Microsoft
3 18 (26.87%) SAP
4 11 (16.42%) Cognos
5 5 (7.46%) IBM
5 5 (7.46%) Jaspersoft
6 2 (2.99%) Netezza