Period
to 24 November 2017

The table below provides summary statistics for contract job vacancies with a requirement for knowledge and experience of Teradata products and/or services. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Teradata over the 6 months to 24 November 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

The figures below represent the IT contractor job market in general and are not representative of contractor rates within Teradata.

Teradata
UK
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 634 503 484
Rank change year-on-year -131 -19 +45
Contract jobs citing Teradata 268 423 468
As % of all contract IT jobs advertised in the UK 0.26% 0.40% 0.41%
As % of the Vendors category 0.61% 0.89% 0.94%
Number of daily rates quoted 161 316 283
UK median daily rate £469 £450 £433
Median daily rate % change year-on-year +4.22% +4.05% +1.76%
10th Percentile £328 £311 £291
90th Percentile £650 £619 £610
UK excluding London median daily rate £450 £400 £425
% change year-on-year +12.50% -5.88% +6.25%
Number of hourly rates quoted 0 0 0
UK median hourly rate - - -
UK excluding London median hourly rate - - -

Teradata is in the Vendor Products and Services category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies with a requirement for knowledge or experience of vendor products and services.

All Vendors
UK
Contract vacancies with a requirement for knowledge or experience of vendor products and services 43927 47590 49581
As % of all contract IT jobs advertised in the UK 42.62% 45.32% 43.30%
Number of daily rates quoted 27311 29060 29226
UK median daily rate £432 £420 £400
Median daily rate % change year-on-year +2.74% +5.00% -
10th Percentile £233 £240 £225
90th Percentile £625 £588 £575
UK excluding London median daily rate £400 £388 £375
% change year-on-year +3.23% +3.33% +4.17%
Number of hourly rates quoted 1460 1714 2108
UK median hourly rate £17.43 £16.50 £17.50
Median hourly rate % change year-on-year +5.64% -5.71% +6.06%
10th Percentile £10.58 £10.24 £10.21
90th Percentile £45.50 £45.00 £43.75
UK excluding London median hourly rate £16.50 £16.50 £17.50
% change year-on-year - -5.71% +6.06%

Teradata
Job Vacancy Trend

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

Job vacancy trend for Teradata in the UK

Teradata
Contractor Daily Rate Trend

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Teradata.

Contractor daily rate trend for Teradata in the UK

Teradata
Contractor Daily Rate Histogram

The daily rate distribution of IT jobs citing Teradata over the 6 months to 24 November 2017.

Contractor daily rate histogram for Teradata in the UK

Teradata
Contractor Hourly Rate Trend

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Teradata.

Contractor hourly rate trend for Teradata in the UK

Teradata
Top 15 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Teradata 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
England -135 207 £475 +8.57% 28
UK excluding London -1 173 £450 +12.50% 17
London -128 83 £525 +10.53% 14
South West +23 61 £450 +20.00% 1
Scotland +11 41 £448 -5.79% 2
South East -12 20 £561 +55.90% 6
Midlands +25 16 £513 +41.38% 1
North of England +38 13 £375 -6.25% 6
East of England -15 13 £488 +50.00%
North West +17 12 £381 -4.69% 4
West Midlands +14 8 £575 +15.00% 1
East Midlands -1 8 £500 +48.15%
Wales -5 8 £331 -33.75% 1
Yorkshire +21 1 £355 -5.33% 2
Channel Islands - 1 £300 -

For the 6 months to 24 November 2017, IT contractor jobs citing Teradata also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads with a requirement for Teradata.

1 147 (54.85%) SQL
2 125 (46.64%) Finance
3 122 (45.52%) Data Warehouse
4 95 (35.45%) Oracle
5 91 (33.96%) ETL
6 80 (29.85%) Banking
7 76 (28.36%) Hadoop
8 75 (27.99%) Business Intelligence
9 73 (27.24%) Big Data
10 66 (24.63%) Agile Software Development
11 60 (22.39%) Data Modelling
12 57 (21.27%) SQL Server
13 47 (17.54%) SAS
14 44 (16.42%) Informatica
15 41 (15.30%) Relational Database
16 40 (14.93%) IBM
17 37 (13.81%) Analytics
18 36 (13.43%) Retail Banking
19 35 (13.06%) DataStage
19 35 (13.06%) Analytical Skills
20 34 (12.69%) IBM InfoSphere
20 34 (12.69%) Migration
21 33 (12.31%) Data Quality
22 29 (10.82%) Data Management
23 28 (10.45%) Data Analysis
24 23 (8.58%) Data Integration
24 23 (8.58%) SQL Server Integration Services
25 22 (8.21%) Microsoft
25 22 (8.21%) Apache Hive
26 20 (7.46%) Data Governance

Teradata
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 47 (17.54%) SAS
2 16 (5.97%) Apache Pig
2 16 (5.97%) Apache Spark
3 6 (2.24%) Apache
4 5 (1.87%) IIS
4 5 (1.87%) JBoss
4 5 (1.87%) SharePoint
4 5 (1.87%) Tomcat
5 2 (0.75%) PowerExchange
5 2 (0.75%) WebSphere
6 1 (0.37%) Apache Solr
6 1 (0.37%) CMS
6 1 (0.37%) Confluence
6 1 (0.37%) Oracle SOA Suite
Applications
1 17 (6.34%) Microsoft Excel
2 8 (2.99%) Microsoft PowerPoint
3 5 (1.87%) SPSS
4 4 (1.49%) Microsoft Office
5 3 (1.12%) Stata
6 1 (0.37%) Microsoft Project
Business Applications
1 5 (1.87%) Adobe Campaign
2 4 (1.49%) Unica
3 2 (0.75%) SAP ERP
3 2 (0.75%) SAP HR
3 2 (0.75%) SAP MDG
3 2 (0.75%) WebTrends
Cloud Services
1 20 (7.46%) Amazon AWS
2 9 (3.36%) Microsoft Azure
3 5 (1.87%) AWS CloudFormation
4 4 (1.49%) PaaS
5 2 (0.75%) Adobe Analytics
5 2 (0.75%) Amazon S3
5 2 (0.75%) IaaS
5 2 (0.75%) Oracle Service Cloud
5 2 (0.75%) SaaS
6 1 (0.37%) GitHub
6 1 (0.37%) IBM Cloud
6 1 (0.37%) SoftLayer
Communications & Networking
1 3 (1.12%) FTP
1 3 (1.12%) Internet
2 2 (0.75%) Firewall
2 2 (0.75%) Skype
3 1 (0.37%) Intranet
3 1 (0.37%) SMS
3 1 (0.37%) WAN
Database & Business Intelligence
1 122 (45.52%) Data Warehouse
2 76 (28.36%) Hadoop
3 73 (27.24%) Big Data
4 57 (21.27%) SQL Server
5 41 (15.30%) Relational Database
6 35 (13.06%) DataStage
7 34 (12.69%) IBM InfoSphere
8 23 (8.58%) SQL Server Integration Services
9 22 (8.21%) Apache Hive
10 19 (7.09%) QlikView
11 18 (6.72%) DB2
12 17 (6.34%) HBase
12 17 (6.34%) RDBMS
13 16 (5.97%) Apache Cassandra
13 16 (5.97%) Enterprise Data Warehouse
13 16 (5.97%) NoSQL
14 14 (5.22%) MongoDB
15 11 (4.10%) BusinessObjects
15 11 (4.10%) Oracle Database
16 10 (3.73%) SQL Server Reporting Services
Development Applications
1 13 (4.85%) ERwin
2 10 (3.73%) JIRA
3 8 (2.99%) Jenkins
3 8 (2.99%) Subversion
4 7 (2.61%) Git (software)
4 7 (2.61%) JMeter
5 6 (2.24%) TeamCity
6 5 (1.87%) Atlassian Bamboo
6 5 (1.87%) GitLab
6 5 (1.87%) Selenium
7 3 (1.12%) Visual Studio
8 2 (0.75%) PowerDesigner
8 2 (0.75%) SoapUI
8 2 (0.75%) Talend Open Studio
8 2 (0.75%) Team Foundation Server
8 2 (0.75%) VSS/SourceSafe
9 1 (0.37%) Artifactory
9 1 (0.37%) Dreamweaver
9 1 (0.37%) LoadRunner
9 1 (0.37%) Toad
General
1 125 (46.64%) Finance
2 80 (29.85%) Banking
3 36 (13.43%) Retail Banking
4 17 (6.34%) Retail
5 13 (4.85%) Marketing
6 9 (3.36%) Investment Banking
7 8 (2.99%) Telecoms
8 6 (2.24%) Manufacturing
9 5 (1.87%) Financial Institution
10 4 (1.49%) Electronics
11 2 (0.75%) Corporate Banking
11 2 (0.75%) Games
12 1 (0.37%) Advertising
12 1 (0.37%) Automotive
12 1 (0.37%) Back Office
Job Titles
1 73 (27.24%) Developer
2 64 (23.88%) Analyst
3 41 (15.30%) Architect
4 35 (13.06%) Data Analyst
5 30 (11.19%) Data Architect
6 24 (8.96%) Teradata Developer
7 21 (7.84%) Consultant
8 20 (7.46%) Teradata Analyst
9 18 (6.72%) DataStage Developer
9 18 (6.72%) Solutions Architect
10 13 (4.85%) Data Consultant
11 11 (4.10%) DBA
12 10 (3.73%) Business Analyst
12 10 (3.73%) Data Engineer
12 10 (3.73%) Designer
12 10 (3.73%) SQL Developer
13 9 (3.36%) Big Data Engineer
14 8 (2.99%) Informatica Developer
14 8 (2.99%) Teradata DBA
15 7 (2.61%) Data Modeller
Libraries, Frameworks & Software Standards
1 10 (3.73%) Kafka
2 9 (3.36%) Middleware
3 8 (2.99%) XML
4 6 (2.24%) HTML
4 6 (2.24%) JSON
4 6 (2.24%) RESTful
4 6 (2.24%) Spark Streaming
5 4 (1.49%) .NET
5 4 (1.49%) RabbitMQ
5 4 (1.49%) Web Services
6 3 (1.12%) CSS
7 2 (0.75%) Ajax
7 2 (0.75%) ASP.NET
7 2 (0.75%) ASP.NET MVC
7 2 (0.75%) HTML5
7 2 (0.75%) IBM Integration Bus
7 2 (0.75%) J2EE
7 2 (0.75%) Node.js
7 2 (0.75%) WPF
7 2 (0.75%) XML Schema
Miscellaneous
1 35 (13.06%) Analytical Skills
2 7 (2.61%) Data Structures
2 7 (2.61%) DataPower
3 6 (2.24%) Greenfield Project
4 5 (1.87%) Data Centre
4 5 (1.87%) PKI
5 4 (1.49%) Credit Risk
6 3 (1.12%) Algorithms
6 3 (1.12%) iSeries
6 3 (1.12%) Management Information System
6 3 (1.12%) Virtual Team
7 2 (0.75%) Computer Science
7 2 (0.75%) Market Risk
7 2 (0.75%) Reference Data
8 1 (0.37%) Clustering
8 1 (0.37%) Mainframe
8 1 (0.37%) PDA
8 1 (0.37%) Public Cloud
8 1 (0.37%) Replication
8 1 (0.37%) Video Conferencing
Operating Systems
1 15 (5.60%) Unix
2 12 (4.48%) Linux
3 9 (3.36%) Windows
4 1 (0.37%) Windows Server
Processes & Methodologies
1 91 (33.96%) ETL
2 75 (27.99%) Business Intelligence
3 66 (24.63%) Agile Software Development
4 60 (22.39%) Data Modelling
5 37 (13.81%) Analytics
6 34 (12.69%) Migration
7 29 (10.82%) Data Management
8 28 (10.45%) Data Analysis
9 23 (8.58%) Data Integration
10 20 (7.46%) Data Governance
11 19 (7.09%) Dimensional Modelling
11 19 (7.09%) Stakeholder Management
12 18 (6.72%) SDLC
13 16 (5.97%) Data Architecture
13 16 (5.97%) ITIL
14 15 (5.60%) Data Lineage
14 15 (5.60%) E-Commerce
14 15 (5.60%) Performance Tuning
15 14 (5.22%) Data Analytics
16 13 (4.85%) Visualisation
Programming Languages
1 147 (54.85%) SQL
2 17 (6.34%) VBA
3 16 (5.97%) PL/SQL
4 14 (5.22%) Java
4 14 (5.22%) R
5 11 (4.10%) Python
6 10 (3.73%) JavaScript
7 9 (3.36%) Shell Script
8 7 (2.61%) C#
8 7 (2.61%) VB
9 4 (1.49%) Bash Shell
10 3 (1.12%) MATLAB
11 2 (0.75%) Pig Latin
11 2 (0.75%) Scala
11 2 (0.75%) T-SQL
11 2 (0.75%) VB.NET
12 1 (0.37%) C
12 1 (0.37%) C++
12 1 (0.37%) Dart
12 1 (0.37%) Groovy
Qualifications
1 12 (4.48%) Degree
2 4 (1.49%) Security Cleared
3 3 (1.12%) HNC
3 3 (1.12%) HND
4 2 (0.75%) CIMA
4 2 (0.75%) ISTQB
4 2 (0.75%) ISTQB Foundation Certification
4 2 (0.75%) SC Cleared
5 1 (0.37%) Computer Science Degree
Quality Assurance & Compliance
1 33 (12.31%) Data Quality
2 7 (2.61%) GDPR
3 3 (1.12%) QA
4 2 (0.75%) SLA
5 1 (0.37%) ISO 9000
5 1 (0.37%) PCI DSS
System Software
1 9 (3.36%) HDFS
2 7 (2.61%) Apache Flume
3 2 (0.75%) Virtual Machines
4 1 (0.37%) Docker
4 1 (0.37%) Oracle RAC
4 1 (0.37%) Tivoli Workload Scheduler
Systems Management
1 6 (2.24%) Tivoli
2 5 (1.87%) Ansible
2 5 (1.87%) Graylog
2 5 (1.87%) logstash
2 5 (1.87%) Nagios
2 5 (1.87%) Opscode Chef
2 5 (1.87%) Puppet
2 5 (1.87%) Rundeck
3 4 (1.49%) QRadar
4 3 (1.12%) Control-M
5 1 (0.37%) Oozie
5 1 (0.37%) SolarWinds Orion
Vendors
1 95 (35.45%) Oracle
2 44 (16.42%) Informatica
3 40 (14.93%) IBM
4 22 (8.21%) Microsoft
5 17 (6.34%) Tableau
6 14 (5.22%) Ab Initio
6 14 (5.22%) Cloudera
7 13 (4.85%) MicroStrategy
7 13 (4.85%) SAP
8 12 (4.48%) Hortonworks
8 12 (4.48%) Netezza
9 9 (3.36%) MapR
10 8 (2.99%) Adobe
10 8 (2.99%) CA
11 5 (1.87%) Micro Focus
11 5 (1.87%) Serena
11 5 (1.87%) Splunk
11 5 (1.87%) Sybase
12 4 (1.49%) Alterian
12 4 (1.49%) HP