Period
to 24 November 2017

The following table provides summary statistics for permanent job vacancies with a requirement for SAP Data Services skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited SAP Data Services over the 6 months to 24 November 2017 with a comparison to the same period in the previous 2 years.

SAP Data Services (SAP BODS, SAP DS)
UK
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 985 1055 1027
Rank change year-on-year +70 -28 -27
Permanent jobs citing SAP Data Services 226 167 298
As % of all permanent IT jobs advertised in the UK 0.13% 0.088% 0.14%
As % of the Database & Business Intelligence category 0.41% 0.30% 0.43%
Number of salaries quoted 148 111 217
UK median annual salary £52,500 £55,000 £50,000
Median salary % change year-on-year -4.55% +10.00% -4.76%
10th Percentile £39,734 £36,250 £34,000
90th Percentile £71,250 £77,500 £72,500
UK excluding London median annual salary £50,000 £52,500 £50,000
% change year-on-year -4.76% +5.00% +10.31%

SAP Data Services 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 with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
UK
Permanent vacancies with a requirement for database or business intelligence skills 54460 56137 68974
As % of all permanent IT jobs advertised in the UK 30.23% 29.67% 31.53%
Number of salaries quoted 44807 47978 58120
UK median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% +2.27%
10th Percentile £30,000 £29,000 £28,250
90th Percentile £77,500 £77,500 £75,000
UK excluding London median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -

SAP Data Services
Job Vacancy Trend

Job postings citing SAP Data Services as a percentage of all IT jobs advertised.

Job vacancy trend for SAP Data Services in the UK

SAP Data Services
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing SAP Data Services.

Salary trend for SAP Data Services in the UK

SAP Data Services
Salary Histogram

The salary distribution of IT jobs citing SAP Data Services over the 6 months to 24 November 2017.

Salary histogram for SAP Data Services in the UK

SAP Data Services
Top 12 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing SAP Data Services within the UK over the 6 months to 24 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 +105 223 £52,500 -4.55% 10
UK excluding London +143 166 £50,000 -4.76% 6
South East +81 56 £52,500 +5.00% 1
London -16 54 £58,500 -2.50% 4
North of England +51 45 £45,000 +4.65% 1
East of England +26 35 £55,000 - 1
Midlands +59 30 £53,750 +34.38% 3
Yorkshire +47 30 £45,000 +5.88% 1
West Midlands +36 22 £52,500 +31.25% 3
North West -5 15 £50,000 -9.09%
Scotland -2 10 - -
East Midlands +31 1 £37,500 -

For the 6 months to 24 November 2017, IT jobs citing SAP Data Services 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 SAP Data Services.

1 220 (97.35%) SAP
2 149 (65.93%) ETL
3 120 (53.10%) Business Intelligence
4 101 (44.69%) BusinessObjects
5 96 (42.48%) Data Warehouse
6 95 (42.04%) SQL
7 87 (38.50%) SQL Server
8 85 (37.61%) Migration
9 69 (30.53%) Data Migration
10 58 (25.66%) Data Management
10 58 (25.66%) SAP HANA
11 55 (24.34%) SQL Server Integration Services
12 54 (23.89%) Microsoft
13 53 (23.45%) Data Modelling
14 52 (23.01%) Data Quality
15 48 (21.24%) Oracle
16 45 (19.91%) Data Cleansing
17 43 (19.03%) Data Integration
18 42 (18.58%) BusinessObjects Business Intelligence
19 37 (16.37%) Analytics
20 36 (15.93%) Analytical Skills
21 34 (15.04%) Informatica
22 33 (14.60%) SAP BW
22 33 (14.60%) Degree
22 33 (14.60%) Performance Tuning
23 31 (13.72%) NetWeaver
24 30 (13.27%) ERP
25 29 (12.83%) DataStage
25 29 (12.83%) Technical Architecture
26 28 (12.39%) Legal

SAP Data Services
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 31 (13.72%) NetWeaver
2 11 (4.87%) SharePoint
3 8 (3.54%) SAS
4 4 (1.77%) SAP Portal
5 3 (1.33%) WebSphere
6 1 (0.44%) Apache Spark
Applications
1 6 (2.65%) SPSS
2 4 (1.77%) Microsoft Excel
3 3 (1.33%) MS Visio
4 2 (0.88%) Microsoft Office
5 1 (0.44%) Spreadsheet
Business Applications
1 24 (10.62%) SAP BPC
2 9 (3.98%) SAP ERP
3 8 (3.54%) Dynamics CRM
3 8 (3.54%) SAP MDG
4 6 (2.65%) SAP S/4HANA
5 5 (2.21%) OpenText VIM for SAP
6 3 (1.33%) SAP FI
7 2 (0.88%) Markit EDM
7 2 (0.88%) SAP CRM
7 2 (0.88%) SAP SRM
8 1 (0.44%) SAP CO
8 1 (0.44%) SAP FI/CO
8 1 (0.44%) SAP MM
8 1 (0.44%) SAP SD
Cloud Services
1 15 (6.64%) iPaaS
2 14 (6.19%) Microsoft Azure
3 7 (3.10%) Amazon AWS
4 6 (2.65%) Azure Data Factory
4 6 (2.65%) Azure Machine Learning
5 3 (1.33%) PaaS
5 3 (1.33%) SaaS
6 1 (0.44%) Amazon EMR
6 1 (0.44%) Amazon Kinesis
6 1 (0.44%) AWS Lambda
6 1 (0.44%) Boomi
6 1 (0.44%) Serverless
Communications & Networking
1 15 (6.64%) DNS
1 15 (6.64%) Firewall
2 1 (0.44%) FTP
Database & Business Intelligence
1 101 (44.69%) BusinessObjects
2 96 (42.48%) Data Warehouse
3 87 (38.50%) SQL Server
4 58 (25.66%) SAP HANA
5 55 (24.34%) SQL Server Integration Services
6 42 (18.58%) BusinessObjects Business Intelligence
7 33 (14.60%) SAP BW
8 29 (12.83%) DataStage
9 24 (10.62%) BODI
9 24 (10.62%) SQL Server Analysis Services
10 23 (10.18%) SQL Server 2016
11 22 (9.73%) SQL Server 2012
11 22 (9.73%) SQL Server 2014
12 21 (9.29%) Power BI
13 20 (8.85%) SQL Server Reporting Services
14 17 (7.52%) MS Access
15 15 (6.64%) Enterprise Data Warehouse
16 12 (5.31%) Oracle Database
16 12 (5.31%) Oracle Database 12c
17 10 (4.42%) Pentaho
Development Applications
1 15 (6.64%) Team Foundation Server
2 4 (1.77%) Talend Open Studio
3 2 (0.88%) ERwin
3 2 (0.88%) LSMW
3 2 (0.88%) SQL Server Management Studio (SSMS)
3 2 (0.88%) Toad
General
1 28 (12.39%) Legal
2 22 (9.73%) Finance
3 9 (3.98%) Retail
4 2 (0.88%) Banking
4 2 (0.88%) General Ledger
5 1 (0.44%) Manufacturing
5 1 (0.44%) Publishing
Job Titles
1 90 (39.82%) Developer
2 45 (19.91%) SAP Developer
3 37 (16.37%) Business Intelligence Developer
3 37 (16.37%) Consultant
4 26 (11.50%) Architect
4 26 (11.50%) SAP Consultant
5 22 (9.73%) Analyst
6 21 (9.29%) Data Manager
6 21 (9.29%) SAP Architect
6 21 (9.29%) SAP Data Manager
6 21 (9.29%) SAP Manager
7 20 (8.85%) SAP BusinessObjects (BO) Developer
8 17 (7.52%) Business Consultant
9 16 (7.08%) Data Migration Lead
9 16 (7.08%) Data Migration Manager
9 16 (7.08%) Migration Manager
9 16 (7.08%) SAP Data Migration Lead
9 16 (7.08%) SAP Data Migration Manager
10 15 (6.64%) Data Analyst
10 15 (6.64%) SAP Technical Architect
Libraries, Frameworks & Software Standards
1 18 (7.96%) MDX
2 17 (7.52%) SAP Basis
3 16 (7.08%) REST
3 16 (7.08%) SOAP
3 16 (7.08%) Web Services
4 15 (6.64%) .NET
5 8 (3.54%) SAP Fiori
5 8 (3.54%) SAPUI5
6 7 (3.10%) CSS
6 7 (3.10%) HTML
6 7 (3.10%) Middleware
7 6 (2.65%) XML
8 4 (1.77%) IDoc
9 3 (1.33%) SAP ALE
9 3 (1.33%) SAP PI
9 3 (1.33%) SAP Smart Forms
10 2 (0.88%) BAPI
11 1 (0.44%) EDI
11 1 (0.44%) Node.js
11 1 (0.44%) SAP Business Workflow
Miscellaneous
1 36 (15.93%) Analytical Skills
2 17 (7.52%) Data Structures
3 15 (6.64%) Hybrid Cloud
4 14 (6.19%) Computer Science
5 11 (4.87%) Management Information System
6 6 (2.65%) Data Centre
7 2 (0.88%) Greenfield Project
8 1 (0.44%) Reference Data
8 1 (0.44%) User Experience
Operating Systems
1 13 (5.75%) Linux
2 11 (4.87%) Windows
3 8 (3.54%) Unix
4 7 (3.10%) Red Hat Enterprise Linux
Processes & Methodologies
1 149 (65.93%) ETL
2 120 (53.10%) Business Intelligence
3 85 (37.61%) Migration
4 69 (30.53%) Data Migration
5 58 (25.66%) Data Management
6 53 (23.45%) Data Modelling
7 45 (19.91%) Data Cleansing
8 43 (19.03%) Data Integration
9 37 (16.37%) Analytics
10 33 (14.60%) Performance Tuning
11 30 (13.27%) ERP
12 29 (12.83%) Technical Architecture
13 27 (11.95%) Information Management
14 26 (11.50%) Business Transformation
14 26 (11.50%) Kimball Methodology
15 25 (11.06%) ETL Development
15 25 (11.06%) Master Data Management
15 25 (11.06%) Stakeholder Management
16 24 (10.62%) High Availability
16 24 (10.62%) Project Management
Programming Languages
1 95 (42.04%) SQL
2 27 (11.95%) T-SQL
3 17 (7.52%) PowerShell
4 15 (6.64%) PL/SQL
4 15 (6.64%) VBA
5 13 (5.75%) Java
6 10 (4.42%) ABAP
7 9 (3.98%) Python
8 3 (1.33%) Data Analysis Expressions (DAX)
9 1 (0.44%) C
9 1 (0.44%) JavaScript
Qualifications
1 33 (14.60%) Degree
2 13 (5.75%) Computer Science Degree
2 13 (5.75%) Security Cleared
3 2 (0.88%) ACCA
3 2 (0.88%) CIMA
3 2 (0.88%) PRINCE2 Practitioner
4 1 (0.44%) SAP Certification
4 1 (0.44%) SC Cleared
Quality Assurance & Compliance
1 52 (23.01%) Data Quality
2 11 (4.87%) QA
3 3 (1.33%) Cyber Essentials
3 3 (1.33%) ISO/IEC 27001
System Software
1 11 (4.87%) Hyper-V
2 10 (4.42%) Cronacle
Systems Management
1 11 (4.87%) Microsoft Clustering
Vendors
1 220 (97.35%) SAP
2 54 (23.89%) Microsoft
3 48 (21.24%) Oracle
4 34 (15.04%) Informatica
5 25 (11.06%) IBM
6 22 (9.73%) Cognos
7 18 (7.96%) OpenText
8 15 (6.64%) Sybase
9 8 (3.54%) Birst
10 7 (3.10%) Jaspersoft
10 7 (3.10%) Logi
10 7 (3.10%) Logi Analytics
10 7 (3.10%) Tableau
11 6 (2.65%) SnapLogic
12 4 (1.77%) Talend
13 3 (1.33%) Nintex
14 1 (0.44%) Ariba
14 1 (0.44%) Dell
14 1 (0.44%) MicroStrategy
14 1 (0.44%) Pegasus