Period
to 19 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 19 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
19 Nov 2017
Same period 2016 Same period 2015
Rank 972 1054 1015
Rank change year-on-year +82 -39 -4
Permanent jobs citing SAP Data Services 227 164 297
As % of all permanent IT jobs advertised in the UK 0.13% 0.087% 0.14%
As % of the Database & Business Intelligence category 0.42% 0.29% 0.43%
Number of salaries quoted 145 109 216
UK median annual salary £52,500 £55,000 £50,000
Median salary % change year-on-year -4.55% +10.00% -4.76%
10th Percentile £37,850 £36,250 £34,000
90th Percentile £71,250 £81,250 £72,500
UK excluding London median annual salary £50,000 £52,500 £50,000
% change year-on-year -4.76% +5.00% +11.11%

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 53939 55929 68870
As % of all permanent IT jobs advertised in the UK 30.26% 29.65% 31.51%
Number of salaries quoted 44362 47783 57990
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 £77,400 £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 19 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 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 +106 224 £52,500 -4.55% 6
UK excluding London +125 161 £50,000 -4.76% 5
London -4 60 £58,500 -10.00% 1
South East +80 56 £52,500 +5.00% 1
North of England +34 42 £45,000 +4.65% 2
East of England +32 34 £55,000 - 1
Midlands +60 29 £52,500 +31.25% 1
Yorkshire +44 27 £44,375 +4.41% 2
West Midlands +35 21 £32,500 -18.75% 1
North West +11 15 £50,000 -9.09%
Scotland 0 10 - -
East Midlands +33 1 £37,500 -

For the 6 months to 19 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.

1 221 (97.36%) SAP
2 148 (65.20%) ETL
3 123 (54.19%) Business Intelligence
4 101 (44.49%) SQL
5 98 (43.17%) BusinessObjects
6 97 (42.73%) Data Warehouse
7 87 (38.33%) SQL Server
8 82 (36.12%) Migration
9 66 (29.07%) Data Migration
10 62 (27.31%) SAP HANA
11 58 (25.55%) Data Management
12 54 (23.79%) SQL Server Integration Services
13 52 (22.91%) Microsoft
14 51 (22.47%) Data Modelling
15 48 (21.15%) Oracle
15 48 (21.15%) Data Quality
16 44 (19.38%) BusinessObjects Business Intelligence
17 43 (18.94%) Data Integration
18 42 (18.50%) Data Cleansing
19 39 (17.18%) Analytical Skills
20 38 (16.74%) Analytics
21 34 (14.98%) SAP BW
22 33 (14.54%) Informatica
23 32 (14.10%) NetWeaver
23 32 (14.10%) Degree
23 32 (14.10%) Performance Tuning
24 30 (13.22%) ERP
25 29 (12.78%) DataStage
25 29 (12.78%) Technical Architecture
26 28 (12.33%) Stakeholder Management

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 32 (14.10%) NetWeaver
2 11 (4.85%) SharePoint
3 8 (3.52%) SAS
4 4 (1.76%) SAP Portal
5 3 (1.32%) WebSphere
6 1 (0.44%) Apache Spark
Applications
1 7 (3.08%) SPSS
2 4 (1.76%) Microsoft Excel
3 3 (1.32%) MS Visio
4 1 (0.44%) Microsoft Office
4 1 (0.44%) Spreadsheet
Business Applications
1 24 (10.57%) SAP BPC
2 9 (3.96%) SAP ERP
3 8 (3.52%) Dynamics CRM
3 8 (3.52%) SAP MDG
4 6 (2.64%) SAP S/4HANA
5 5 (2.20%) OpenText VIM for SAP
6 3 (1.32%) SAP CRM
7 2 (0.88%) Markit EDM
7 2 (0.88%) SAP FI
7 2 (0.88%) SAP SRM
8 1 (0.44%) Salesforce.com CRM
8 1 (0.44%) SAP MM
8 1 (0.44%) SAP SD
Cloud Services
1 16 (7.05%) Microsoft Azure
2 15 (6.61%) iPaaS
3 10 (4.41%) Amazon AWS
4 7 (3.08%) Azure Data Factory
4 7 (3.08%) Azure Machine Learning
5 3 (1.32%) Amazon EC2
5 3 (1.32%) Amazon S3
5 3 (1.32%) PaaS
5 3 (1.32%) 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 14 (6.17%) DNS
1 14 (6.17%) Firewall
2 1 (0.44%) FTP
Database & Business Intelligence
1 98 (43.17%) BusinessObjects
2 97 (42.73%) Data Warehouse
3 87 (38.33%) SQL Server
4 62 (27.31%) SAP HANA
5 54 (23.79%) SQL Server Integration Services
6 44 (19.38%) BusinessObjects Business Intelligence
7 34 (14.98%) SAP BW
8 29 (12.78%) DataStage
9 23 (10.13%) SQL Server Analysis Services
10 22 (9.69%) BODI
10 22 (9.69%) SQL Server 2016
11 21 (9.25%) Power BI
11 21 (9.25%) SQL Server 2012
11 21 (9.25%) SQL Server 2014
12 20 (8.81%) SQL Server Reporting Services
13 16 (7.05%) MS Access
14 15 (6.61%) Enterprise Data Warehouse
14 15 (6.61%) Oracle Database
15 12 (5.29%) Oracle Database 12c
16 11 (4.85%) Hadoop
Development Applications
1 14 (6.17%) Team Foundation Server
2 3 (1.32%) LSMW
2 3 (1.32%) Talend Open Studio
3 2 (0.88%) ERwin
3 2 (0.88%) SQL Server Management Studio (SSMS)
3 2 (0.88%) Toad
General
1 27 (11.89%) Legal
2 22 (9.69%) Finance
3 7 (3.08%) Retail
4 1 (0.44%) Banking
4 1 (0.44%) General Ledger
4 1 (0.44%) Manufacturing
4 1 (0.44%) Publishing
Job Titles
1 84 (37.00%) Developer
2 43 (18.94%) SAP Developer
3 39 (17.18%) Consultant
4 35 (15.42%) Business Intelligence Developer
5 27 (11.89%) SAP Consultant
6 25 (11.01%) Architect
7 24 (10.57%) Analyst
8 21 (9.25%) SAP Architect
9 20 (8.81%) Data Manager
9 20 (8.81%) SAP Data Manager
9 20 (8.81%) SAP Manager
10 19 (8.37%) SAP BusinessObjects (BO) Developer
11 17 (7.49%) Business Consultant
12 15 (6.61%) Data Analyst
12 15 (6.61%) Data Migration Lead
12 15 (6.61%) Data Migration Manager
12 15 (6.61%) Integration Architect
12 15 (6.61%) SAP Data Migration Manager
12 15 (6.61%) SAP Technical Architect
12 15 (6.61%) Technical Architect
Libraries, Frameworks & Software Standards
1 18 (7.93%) SAP Basis
2 17 (7.49%) MDX
3 15 (6.61%) REST
3 15 (6.61%) SOAP
3 15 (6.61%) Web Services
4 14 (6.17%) .NET
5 8 (3.52%) SAP Fiori
5 8 (3.52%) SAPUI5
6 7 (3.08%) CSS
6 7 (3.08%) HTML
7 5 (2.20%) Middleware
7 5 (2.20%) XML
8 4 (1.76%) IDoc
8 4 (1.76%) SAP PI
9 3 (1.32%) SAP ALE
9 3 (1.32%) 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 39 (17.18%) Analytical Skills
2 17 (7.49%) Data Structures
3 15 (6.61%) Hybrid Cloud
4 14 (6.17%) Computer Science
5 10 (4.41%) Management Information System
6 6 (2.64%) Data Centre
7 2 (0.88%) Greenfield Project
8 1 (0.44%) Reference Data
8 1 (0.44%) User Experience
Operating Systems
1 13 (5.73%) Linux
2 11 (4.85%) Windows
3 8 (3.52%) Unix
4 7 (3.08%) Red Hat Enterprise Linux
Processes & Methodologies
1 148 (65.20%) ETL
2 123 (54.19%) Business Intelligence
3 82 (36.12%) Migration
4 66 (29.07%) Data Migration
5 58 (25.55%) Data Management
6 51 (22.47%) Data Modelling
7 43 (18.94%) Data Integration
8 42 (18.50%) Data Cleansing
9 38 (16.74%) Analytics
10 32 (14.10%) Performance Tuning
11 30 (13.22%) ERP
12 29 (12.78%) Technical Architecture
13 28 (12.33%) Kimball Methodology
13 28 (12.33%) Stakeholder Management
14 27 (11.89%) Information Management
15 26 (11.45%) Master Data Management
16 25 (11.01%) Business Transformation
17 24 (10.57%) ETL Development
17 24 (10.57%) Project Management
18 23 (10.13%) Coaching
Programming Languages
1 101 (44.49%) SQL
2 27 (11.89%) T-SQL
3 16 (7.05%) PowerShell
4 15 (6.61%) PL/SQL
5 14 (6.17%) VBA
6 13 (5.73%) Java
7 11 (4.85%) Python
8 10 (4.41%) ABAP
9 3 (1.32%) Data Analysis Expressions (DAX)
10 2 (0.88%) C
11 1 (0.44%) JavaScript
Qualifications
1 32 (14.10%) Degree
2 13 (5.73%) Computer Science Degree
2 13 (5.73%) Security Cleared
3 2 (0.88%) PRINCE2 Practitioner
4 1 (0.44%) ACCA
4 1 (0.44%) CIMA
4 1 (0.44%) SAP Certification
4 1 (0.44%) SC Cleared
Quality Assurance & Compliance
1 48 (21.15%) Data Quality
2 10 (4.41%) QA
3 3 (1.32%) Cyber Essentials
3 3 (1.32%) ISO/IEC 27001
System Software
1 11 (4.85%) Hyper-V
2 10 (4.41%) Cronacle
Systems Management
1 11 (4.85%) Microsoft Clustering
Vendors
1 221 (97.36%) SAP
2 52 (22.91%) Microsoft
3 48 (21.15%) Oracle
4 33 (14.54%) Informatica
5 25 (11.01%) IBM
6 22 (9.69%) Cognos
7 18 (7.93%) OpenText
8 15 (6.61%) Sybase
9 10 (4.41%) Birst
10 8 (3.52%) SnapLogic
11 7 (3.08%) Jaspersoft
11 7 (3.08%) Logi
11 7 (3.08%) Logi Analytics
11 7 (3.08%) Tableau
12 3 (1.32%) Nintex
12 3 (1.32%) Talend
13 1 (0.44%) Alteryx
13 1 (0.44%) Ariba
13 1 (0.44%) MicroStrategy
13 1 (0.44%) Pegasus