Period
to 19 June 2018

The table below provides summary statistics for contract job vacancies advertised in England 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 19 June 2018 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 > England
6 months to
19 Jun 2018
Same period 2017 Same period 2016
Rank 658 604 562
Rank change year-on-year -54 -42 -52
Contract jobs citing Teradata 195 214 305
As % of all contract IT jobs advertised in England 0.21% 0.26% 0.31%
As % of the Vendors category 0.51% 0.58% 0.71%
Number of daily rates quoted 114 151 239
England median daily rate £438 £450 £460
Median daily rate % change year-on-year -2.78% -2.17% -3.16%
10th Percentile £302 £325 £306
90th Percentile £584 £588 £785
UK median daily rate £438 £450 £460
% change year-on-year -2.78% -2.17% +2.22%
Number of hourly rates quoted 0 0 2
England median hourly rate - - £59.50
UK median hourly rate - - £59.50

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 advertised in England.

All Vendors
England
Contract vacancies with a requirement for knowledge or experience of vendor products and services 37,926 36,911 42,886
As % of all contract IT jobs advertised in England 41.66% 44.02% 44.03%
Number of daily rates quoted 23,698 22,802 26,604
England median daily rate £450 £425 £413
Median daily rate % change year-on-year +5.88% +3.03% +3.13%
10th Percentile £250 £260 £250
90th Percentile £625 £601 £588
UK median daily rate £450 £425 £413
% change year-on-year +5.88% +3.03% +3.13%
Number of hourly rates quoted 1,364 1,268 1,476
England median hourly rate £17.50 £17.45 £18.00
Median hourly rate % change year-on-year +0.32% -3.08% +2.86%
10th Percentile £11.00 £10.25 £10.00
90th Percentile £47.50 £47.50 £47.00
UK median hourly rate £17.50 £17.35 £18.50
% change year-on-year +0.89% -6.24% +5.71%

Teradata
Job Vacancy Trend in England

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

Job vacancy trend for Teradata in England

Teradata
Contractor Daily Rate Trend in England

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

Contractor daily rate trend for Teradata in England

Teradata
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Teradata in England over the 6 months to 19 June 2018.

Contractor daily rate histogram for Teradata in England

Teradata
Contractor Hourly Rate Trend in England

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

Contractor hourly rate trend for Teradata in England

Teradata
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Teradata within the England region over the 6 months to 19 June 2018. 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
London -104 75 £450 -5.26% 15
South West +36 54 £410 -3.53% 5
North of England -16 29 £375 -9.09% 3
North West -8 23 £375 -7.69% 2
East of England +15 20 £525 +16.67% 2
South East -34 10 £480 -4.95% 2
Midlands -19 7 £380 -13.14% 3
Yorkshire -16 6 £300 -36.84% 1
East Midlands 0 5 £360 -31.43% 3
West Midlands -28 2 £550 +31.34%
Teradata
UK

For the 6 months to 19 June 2018, IT contractor jobs citing Teradata also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the England region with a requirement for Teradata.

1 126 (64.62%) SQL
2 79 (40.51%) Finance
3 64 (32.82%) ETL
3 64 (32.82%) Agile Software Development
4 62 (31.79%) Banking
4 62 (31.79%) Oracle
5 61 (31.28%) Data Warehouse
6 59 (30.26%) Business Intelligence
7 53 (27.18%) Hadoop
8 51 (26.15%) Analytics
9 50 (25.64%) Data Modelling
10 45 (23.08%) Relational Database
11 44 (22.56%) SQL Server
12 40 (20.51%) SAS
12 40 (20.51%) Big Data
13 39 (20.00%) DataStage
14 37 (18.97%) Problem-Solving
15 36 (18.46%) Analytical Skills
16 32 (16.41%) Data Quality
16 32 (16.41%) Migration
17 31 (15.90%) IBM
17 31 (15.90%) DB2
18 29 (14.87%) Microsoft Azure
19 28 (14.36%) IBM InfoSphere
19 28 (14.36%) Stakeholder Management
20 26 (13.33%) Python
20 26 (13.33%) Data Management
21 23 (11.79%) Data Integration
21 23 (11.79%) NoSQL
22 22 (11.28%) Tableau

Teradata
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 40 (20.51%) SAS
2 11 (5.64%) Apache Spark
3 3 (1.54%) Apache Pig
4 2 (1.03%) SharePoint
5 1 (0.51%) Apache
5 1 (0.51%) Confluence
5 1 (0.51%) IBM Domino
5 1 (0.51%) IIS
5 1 (0.51%) JBoss
5 1 (0.51%) Tomcat
Applications
1 17 (8.72%) Microsoft Excel
2 6 (3.08%) Microsoft PowerPoint
3 4 (2.05%) SPSS
4 1 (0.51%) Stata
Cloud Services
1 29 (14.87%) Microsoft Azure
2 13 (6.67%) Amazon AWS
3 4 (2.05%) Google Cloud Platform
4 3 (1.54%) Adobe Analytics
4 3 (1.54%) Google Analytics
4 3 (1.54%) PaaS
5 2 (1.03%) GitHub
5 2 (1.03%) iPaaS
6 1 (0.51%) Amazon EMR
6 1 (0.51%) AWS CloudFormation
6 1 (0.51%) Azure Machine Learning
6 1 (0.51%) Boomi
6 1 (0.51%) IaaS
6 1 (0.51%) SaaS
Communications & Networking
1 13 (6.67%) FTP
2 5 (2.56%) SMS
3 3 (1.54%) PuTTY
4 2 (1.03%) Kerberos
4 2 (1.03%) SSL
5 1 (0.51%) Internet
Database & Business Intelligence
1 61 (31.28%) Data Warehouse
2 53 (27.18%) Hadoop
3 45 (23.08%) Relational Database
4 44 (22.56%) SQL Server
5 40 (20.51%) Big Data
6 39 (20.00%) DataStage
7 31 (15.90%) DB2
8 28 (14.36%) IBM InfoSphere
9 23 (11.79%) NoSQL
10 21 (10.77%) PostgreSQL
10 21 (10.77%) SQL Server Integration Services
11 19 (9.74%) Redis
12 16 (8.21%) BusinessObjects
13 14 (7.18%) Informix
14 13 (6.67%) HBase
14 13 (6.67%) QualityStage
14 13 (6.67%) RDBMS
15 12 (6.15%) Apache Hive
15 12 (6.15%) QlikView
16 9 (4.62%) SQL Server Reporting Services
Development Applications
1 14 (7.18%) Visual Studio
2 7 (3.59%) Jenkins
3 5 (2.56%) Git (software)
4 4 (2.05%) JIRA
5 3 (1.54%) ERwin
5 3 (1.54%) Toad
6 2 (1.03%) Hudson
6 2 (1.03%) Maven
6 2 (1.03%) ProC
6 2 (1.03%) Selenium
6 2 (1.03%) Sonatype Nexus
7 1 (0.51%) Atlassian Bamboo
7 1 (0.51%) GitLab
7 1 (0.51%) JMeter
7 1 (0.51%) Subversion
7 1 (0.51%) Team Foundation Server
7 1 (0.51%) TeamCity
7 1 (0.51%) WebDriver
General
1 79 (40.51%) Finance
2 62 (31.79%) Banking
3 21 (10.77%) Retail Banking
4 13 (6.67%) Marketing
4 13 (6.67%) Telecoms
5 12 (6.15%) Retail
6 6 (3.08%) Corporate Banking
7 5 (2.56%) Manufacturing
8 4 (2.05%) Electronics
8 4 (2.05%) Investment Banking
9 2 (1.03%) Billing
10 1 (0.51%) Automotive
10 1 (0.51%) Financial Institution
10 1 (0.51%) Law
10 1 (0.51%) Legal
Job Titles
1 83 (42.56%) Developer
2 43 (22.05%) Analyst
3 31 (15.90%) Data Analyst
4 26 (13.33%) DataStage Developer
5 23 (11.79%) Architect
6 20 (10.26%) ETL Developer
7 16 (8.21%) DataStage ETL Developer
8 15 (7.69%) Lead Developer
8 15 (7.69%) SQL Analyst
9 13 (6.67%) Data Architect
10 12 (6.15%) Teradata Developer
11 10 (5.13%) SQL Data Analyst
12 9 (4.62%) Consultant
13 8 (4.10%) Banking Analyst
13 8 (4.10%) Data Engineer
13 8 (4.10%) SAS Developer
13 8 (4.10%) Solutions Architect
14 7 (3.59%) Data Modeller
14 7 (3.59%) Lead .NET Developer
14 7 (3.59%) Teradata Analyst
Libraries, Frameworks & Software Standards
1 16 (8.21%) .NET
1 16 (8.21%) ASP.NET
2 14 (7.18%) .NET Core
2 14 (7.18%) .NET Framework
2 14 (7.18%) Entity Framework
2 14 (7.18%) Web Services
3 13 (6.67%) XML
3 13 (6.67%) XML Schema
4 10 (5.13%) Middleware
5 8 (4.10%) Kafka
6 2 (1.03%) scikit-learn
7 1 (0.51%) AngularJS
7 1 (0.51%) COM
7 1 (0.51%) JSON
7 1 (0.51%) React
7 1 (0.51%) Regular Expression
7 1 (0.51%) XSL
Miscellaneous
1 36 (18.46%) Analytical Skills
2 13 (6.67%) Data Structures
3 10 (5.13%) Management Information System
4 6 (3.08%) Algorithms
5 5 (2.56%) Replication
6 4 (2.05%) Computer Science
7 3 (1.54%) Hybrid Cloud
8 2 (1.03%) Reference Data
8 2 (1.03%) Robotics
9 1 (0.51%) Data Centre
9 1 (0.51%) Data Protection Act
9 1 (0.51%) DataPower
9 1 (0.51%) Fintech
9 1 (0.51%) Greenfield Project
9 1 (0.51%) PKI
9 1 (0.51%) Reinsurance
Operating Systems
1 15 (7.69%) Linux
2 8 (4.10%) Unix
3 2 (1.03%) SUSE Linux Enterprise Server
3 2 (1.03%) Windows
4 1 (0.51%) AIX
4 1 (0.51%) Windows Server
Processes & Methodologies
1 64 (32.82%) Agile Software Development
1 64 (32.82%) ETL
2 59 (30.26%) Business Intelligence
3 51 (26.15%) Analytics
4 50 (25.64%) Data Modelling
5 37 (18.97%) Problem-Solving
6 32 (16.41%) Migration
7 28 (14.36%) Stakeholder Management
8 26 (13.33%) Data Management
9 23 (11.79%) Data Integration
10 22 (11.28%) Data Analysis
11 20 (10.26%) Data Analytics
12 18 (9.23%) Project Management
13 17 (8.72%) Logistics
13 17 (8.72%) Visualisation
14 16 (8.21%) Data Migration
15 15 (7.69%) Data Mapping
16 14 (7.18%) Data Governance
16 14 (7.18%) Data Science
16 14 (7.18%) SDLC
Programming Languages
1 126 (64.62%) SQL
2 26 (13.33%) Python
3 17 (8.72%) C#
3 17 (8.72%) R
4 10 (5.13%) PL/SQL
5 9 (4.62%) Shell Script
6 6 (3.08%) Java
7 5 (2.56%) Scala
7 5 (2.56%) VBA
8 4 (2.05%) Bash Shell
9 3 (1.54%) F#
10 2 (1.03%) Perl
10 2 (1.03%) PROC SQL
10 2 (1.03%) VB.NET
11 1 (0.51%) C
11 1 (0.51%) C++
11 1 (0.51%) JavaScript
11 1 (0.51%) MATLAB
11 1 (0.51%) T-SQL
11 1 (0.51%) VB
Qualifications
1 22 (11.28%) Security Cleared
2 17 (8.72%) SC Cleared
3 11 (5.64%) Degree
4 4 (2.05%) Computer Science Degree
5 3 (1.54%) DV Cleared
6 1 (0.51%) BPSS Clearance
6 1 (0.51%) Numerate Degree
6 1 (0.51%) PRINCE2 Certification
Quality Assurance & Compliance
1 32 (16.41%) Data Quality
2 4 (2.05%) GDPR
3 1 (0.51%) Basel II
3 1 (0.51%) PMO
3 1 (0.51%) Sarbanes-Oxley
System Software
1 14 (7.18%) Docker
2 4 (2.05%) Tivoli Workload Scheduler
3 3 (1.54%) Apache Flume
3 3 (1.54%) HDFS
4 2 (1.03%) Virtual Machines
Systems Management
1 7 (3.59%) Tivoli
2 2 (1.03%) Ambari
2 2 (1.03%) Hadoop YARN
2 2 (1.03%) Oozie
3 1 (0.51%) Ansible
3 1 (0.51%) Automic
3 1 (0.51%) Graylog
3 1 (0.51%) logstash
3 1 (0.51%) Nagios
3 1 (0.51%) Opscode Chef
3 1 (0.51%) Oracle Flashback
3 1 (0.51%) Puppet
3 1 (0.51%) Rundeck
3 1 (0.51%) Single Sign-On
Vendors
1 62 (31.79%) Oracle
2 31 (15.90%) IBM
3 22 (11.28%) Tableau
4 18 (9.23%) Informatica
4 18 (9.23%) Microsoft
5 13 (6.67%) Netezza
6 10 (5.13%) Cognos
6 10 (5.13%) SAP
7 9 (4.62%) Citrix
7 9 (4.62%) Hortonworks
7 9 (4.62%) HP
8 8 (4.10%) Ab Initio
8 8 (4.10%) Google
9 7 (3.59%) Talend
10 4 (2.05%) MicroStrategy
11 3 (1.54%) Adobe
11 3 (1.54%) Cloudera
11 3 (1.54%) Vertica
12 2 (1.03%) PlateSpin
13 1 (0.51%) Greenplum