Period
to 21 November 2017

The following table provides summary statistics for permanent job vacancies with a requirement for DTS skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited DTS over the 6 months to 21 November 2017 with a comparison to the same period in the previous 2 years.

Microsoft Data Transformation Services (DTS)
UK
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 1077 1006 1070
Rank change year-on-year -71 +64 -130
Permanent jobs citing DTS 129 237 231
As % of all permanent IT jobs advertised in the UK 0.071% 0.13% 0.11%
As % of the Database & Business Intelligence category 0.24% 0.42% 0.34%
Number of salaries quoted 104 194 201
UK median annual salary £53,750 £47,000 £45,000
Median salary % change year-on-year +14.36% +4.44% +9.09%
10th Percentile £35,375 £31,500 £28,250
90th Percentile £85,000 £71,250 £73,500
UK excluding London median annual salary £42,500 £44,500 £44,000
% change year-on-year -4.49% +1.14% +14.29%

DTS 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 54745 56049 68490
As % of all permanent IT jobs advertised in the UK 30.26% 29.67% 31.51%
Number of salaries quoted 45083 47949 57675
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% -

DTS
Job Vacancy Trend

Job postings citing DTS as a percentage of all IT jobs advertised.

Job vacancy trend for DTS in the UK

DTS
Salary Trend

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

Salary trend for DTS in the UK

DTS
Salary Histogram

The salary distribution of IT jobs citing DTS over the 6 months to 21 November 2017.

Salary histogram for DTS in the UK

DTS
Top 14 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing DTS within the UK over the 6 months to 21 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 -85 119 £59,500 +26.60% 7
UK excluding London -46 82 £42,500 -4.49% 7
London -14 46 £74,500 +49.00%
North of England +24 38 £50,000 +5.26% 1
North West +9 24 £60,000 +41.18% 1
Midlands +31 14 £43,750 -7.89% 1
West Midlands +21 12 £43,750 -27.08% 1
South East +5 12 £33,250 -29.26% 4
East of England -27 9 £45,000 +21.62%
Yorkshire +19 8 £42,500 -15.00%
North East - 6 £40,000 -
Wales +18 5 £35,000 -11.39%
Scotland -20 4 £41,250 -
East Midlands +29 2 - -

For the 6 months to 21 November 2017, IT jobs citing DTS 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 DTS.

1 102 (79.07%) SQL Server
2 96 (74.42%) SQL Server Integration Services
3 75 (58.14%) SQL
4 59 (45.74%) Microsoft
5 52 (40.31%) SQL Server Reporting Services
6 47 (36.43%) Windows
6 47 (36.43%) T-SQL
7 46 (35.66%) .NET
8 45 (34.88%) Business Intelligence
9 41 (31.78%) Data Warehouse
10 38 (29.46%) ETL
11 36 (27.91%) Java
12 35 (27.13%) SQL Server Analysis Services
13 34 (26.36%) SQL Server 2008
14 28 (21.71%) BizTalk Server
14 28 (21.71%) Agile Software Development
15 25 (19.38%) Oracle
16 23 (17.83%) Web Services
16 23 (17.83%) SharePoint
16 23 (17.83%) Management Information System
17 21 (16.28%) Project Management
17 21 (16.28%) C#
17 21 (16.28%) Git (software)
17 21 (16.28%) Mentoring
18 20 (15.50%) Time Management
18 20 (15.50%) Degree
18 20 (15.50%) VMware
18 20 (15.50%) Finance
19 19 (14.73%) XML
19 19 (14.73%) NHS

DTS
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 28 (21.71%) BizTalk Server
2 23 (17.83%) SharePoint
3 16 (12.40%) IIS
4 14 (10.85%) Anypoint
4 14 (10.85%) JBoss
5 9 (6.98%) OpenROAD
6 6 (4.65%) Oracle SOA Suite
Applications
1 7 (5.43%) Microsoft Office
2 6 (4.65%) Microsoft Excel
3 4 (3.10%) Microsoft PowerPoint
4 3 (2.33%) Microsoft Project
Business Applications
1 6 (4.65%) Cognos Business Intelligence
2 3 (2.33%) Dynamics AX
2 3 (2.33%) Dynamics CRM
2 3 (2.33%) FastStats
2 3 (2.33%) Oracle ERP
Cloud Services
1 14 (10.85%) Microsoft Azure
2 2 (1.55%) Office 365
3 1 (0.78%) Amazon AWS
3 1 (0.78%) Azure Data Factory
3 1 (0.78%) PaaS
Communications & Networking
1 3 (2.33%) Intranet
Database & Business Intelligence
1 102 (79.07%) SQL Server
2 96 (74.42%) SQL Server Integration Services
3 52 (40.31%) SQL Server Reporting Services
4 41 (31.78%) Data Warehouse
5 35 (27.13%) SQL Server Analysis Services
6 34 (26.36%) SQL Server 2008
7 17 (13.18%) SQL Server 2012
8 14 (10.85%) EDRMS
9 12 (9.30%) SQL Server 2005
10 11 (8.53%) Essbase
11 10 (7.75%) Microsoft Analysis Services
11 10 (7.75%) Relational Database
11 10 (7.75%) SQL Server 2014
11 10 (7.75%) SQL Server 2016
12 9 (6.98%) RDBMS
12 9 (6.98%) SQL Server 2000
13 8 (6.20%) Ingres
14 4 (3.10%) Data Mining
14 4 (3.10%) NoSQL
15 3 (2.33%) Oracle Database
Development Applications
1 21 (16.28%) Git (software)
2 18 (13.95%) Visual Studio
3 17 (13.18%) Maven
4 15 (11.63%) Jenkins
5 14 (10.85%) Octopus Deploy
5 14 (10.85%) TeamCity
6 11 (8.53%) Team Foundation Server
7 8 (6.20%) Subversion
8 4 (3.10%) SQL Server Management Studio (SSMS)
9 1 (0.78%) JIRA
9 1 (0.78%) Visual Studio Team System
General
1 20 (15.50%) Finance
2 9 (6.98%) Retail
3 8 (6.20%) Back Office
4 4 (3.10%) Marketing
5 3 (2.33%) Legal
5 3 (2.33%) Manufacturing
5 3 (2.33%) Telecoms
6 1 (0.78%) Law
Job Titles
1 60 (46.51%) Developer
2 25 (19.38%) DBA
3 21 (16.28%) Senior Developer
3 21 (16.28%) SQL DBA
4 17 (13.18%) Analyst
4 17 (13.18%) Java Developer
5 15 (11.63%) Architect
6 14 (10.85%) Solutions Architect
6 14 (10.85%) TOGAF Architect
7 12 (9.30%) SQL Developer
7 12 (9.30%) SQL Server DBA
7 12 (9.30%) SSIS Developer
8 11 (8.53%) Administrator
8 11 (8.53%) Business Intelligence Developer
9 9 (6.98%) Data Warehouse Developer
10 8 (6.20%) .NET Developer
10 8 (6.20%) Senior Business Intelligence Developer
10 8 (6.20%) Senior Java Developer
11 7 (5.43%) Mac Developer
12 6 (4.65%) ServiceNow Developer
Libraries, Frameworks & Software Standards
1 46 (35.66%) .NET
2 23 (17.83%) Web Services
3 19 (14.73%) XML
4 18 (13.95%) CSS
5 17 (13.18%) Java SE
6 16 (12.40%) REST
7 15 (11.63%) ASP.NET
7 15 (11.63%) Spring
7 15 (11.63%) Spring Boot
8 14 (10.85%) JSON
8 14 (10.85%) SOAP
9 9 (6.98%) .NET Framework
10 8 (6.20%) ASP.NET MVC
10 8 (6.20%) HTML
11 7 (5.43%) WCF
12 6 (4.65%) LINQ
12 6 (4.65%) XSLT
13 5 (3.88%) ASP.NET Web API
13 5 (3.88%) WPF
14 3 (2.33%) Entity Framework
Miscellaneous
1 23 (17.83%) Management Information System
2 19 (14.73%) NHS
3 14 (10.85%) Enterprise Software
4 7 (5.43%) Clustering
5 6 (4.65%) Driving Licence
6 5 (3.88%) PMI
7 3 (2.33%) Analytical Skills
7 3 (2.33%) Replication
7 3 (2.33%) User Experience
8 1 (0.78%) Data Protection Act
8 1 (0.78%) Data Structures
Operating Systems
1 47 (36.43%) Windows
2 19 (14.73%) Windows Server
3 6 (4.65%) Windows Server 2008
3 6 (4.65%) Windows Server 2012
4 1 (0.78%) Unix
Processes & Methodologies
1 45 (34.88%) Business Intelligence
2 38 (29.46%) ETL
3 28 (21.71%) Agile Software Development
4 21 (16.28%) Mentoring
4 21 (16.28%) Project Management
5 20 (15.50%) Time Management
6 18 (13.95%) Performance Tuning
7 17 (13.18%) Microservices
7 17 (13.18%) OO
8 16 (12.40%) DevOps
9 15 (11.63%) PRINCE2
10 14 (10.85%) Business Process Modelling
10 14 (10.85%) Coaching
10 14 (10.85%) Configuration Management
10 14 (10.85%) Migration
10 14 (10.85%) OOA/OOD
10 14 (10.85%) SSADM
10 14 (10.85%) Test Automation
10 14 (10.85%) TOGAF
11 13 (10.08%) Data Management
Programming Languages
1 75 (58.14%) SQL
2 47 (36.43%) T-SQL
3 36 (27.91%) Java
4 21 (16.28%) C#
5 10 (7.75%) JavaScript
6 9 (6.98%) VB.NET
7 6 (4.65%) VB
8 3 (2.33%) PL/SQL
8 3 (2.33%) VBScript
9 2 (1.55%) TypeScript
10 1 (0.78%) PowerShell
10 1 (0.78%) X++
Qualifications
1 20 (15.50%) Degree
2 5 (3.88%) PMI Certification
3 1 (0.78%) MCITP
3 1 (0.78%) MCTS
3 1 (0.78%) Microsoft Certification
Quality Assurance & Compliance
1 7 (5.43%) Data Quality
2 1 (0.78%) GDPR
2 1 (0.78%) PCI DSS
System Software
1 15 (11.63%) Docker
2 6 (4.65%) VMware Infrastructure
3 4 (3.10%) Active Directory
Systems Management
1 14 (10.85%) Puppet
2 7 (5.43%) Failover Clustering
3 4 (3.10%) Perfmon
4 2 (1.55%) Systems Management Server (SMS)
5 1 (0.78%) Ansible
5 1 (0.78%) SCOM
Vendors
1 59 (45.74%) Microsoft
2 25 (19.38%) Oracle
3 20 (15.50%) VMware
4 14 (10.85%) webMethods
5 13 (10.08%) Cognos
6 9 (6.98%) Actian
7 6 (4.65%) IBM
7 6 (4.65%) MicroStrategy
7 6 (4.65%) ServiceNow
8 4 (3.10%) Progress
8 4 (3.10%) Tableau
9 3 (2.33%) hybris
10 1 (0.78%) SAP