Period
to 26 May 2018

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 26 May 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
6 months to
26 May 2018
Same period 2017 Same period 2016
Rank 641 588 563
Rank change year-on-year -53 -25 -91
Contract jobs citing Teradata 253 263 344
As % of all contract IT jobs advertised in the UK 0.25% 0.29% 0.33%
As % of the Vendors category 0.60% 0.65% 0.74%
Number of daily rates quoted 150 180 251
UK median daily rate £438 £450 £460
Median daily rate % change year-on-year -2.78% -2.17% +2.22%
10th Percentile £320 £320 £313
90th Percentile £588 £588 £775
UK excluding London median daily rate £435 £450 £450
% change year-on-year -3.33% - -
Number of hourly rates quoted 0 1 3
UK median hourly rate - £35.00 £56.00
Median hourly rate % change year-on-year - -37.50% +60.00%
UK excluding London median hourly rate - £35.00 £56.00
% change year-on-year - -37.50% +60.00%

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 42,328 40,234 46,618
As % of all contract IT jobs advertised in the UK 41.70% 44.18% 44.09%
Number of daily rates quoted 26,405 24,692 28,318
UK median daily rate £450 £425 £410
Median daily rate % change year-on-year +5.88% +3.66% +2.50%
10th Percentile £250 £250 £243
90th Percentile £625 £600 £588
UK excluding London median daily rate £413 £400 £388
% change year-on-year +3.13% +3.23% +3.33%
Number of hourly rates quoted 1,490 1,412 1,642
UK median hourly rate £17.50 £17.50 £18.50
Median hourly rate % change year-on-year - -5.41% +5.71%
10th Percentile £10.75 £10.38 £10.00
90th Percentile £47.50 £47.50 £47.76
UK excluding London median hourly rate £15.86 £16.92 £18.00
% change year-on-year -6.26% -6.00% +5.88%

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 26 May 2018.

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 14 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 26 May 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
England -54 203 £438 -2.78% 35
UK excluding London +23 174 £435 -3.33% 19
London -98 79 £471 -0.84% 19
South West +42 50 £415 +0.61% 6
Scotland -22 42 £415 -7.78% 2
North of England -1 29 £375 -9.09% 4
North West -5 23 £375 -7.69% 1
East of England +12 21 £525 +4.22% 1
South East -28 17 £450 -7.69% 3
Wales -15 8 £540 +4.10% 1
Midlands -20 7 £380 -10.59% 2
Yorkshire -14 6 £300 -36.84% 3
East Midlands +4 5 £360 -31.43% 2
West Midlands -32 2 £550 +31.34%

For the 6 months to 26 May 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 with a requirement for Teradata.

1 166 (65.61%) SQL
2 119 (47.04%) Finance
3 100 (39.53%) Oracle
4 89 (35.18%) ETL
5 88 (34.78%) Banking
6 86 (33.99%) Hadoop
7 79 (31.23%) Agile Software Development
8 73 (28.85%) Data Warehouse
9 71 (28.06%) Data Modelling
10 70 (27.67%) Business Intelligence
11 62 (24.51%) Migration
12 60 (23.72%) SQL Server
13 56 (22.13%) Relational Database
14 55 (21.74%) Data Quality
15 49 (19.37%) Analytics
16 47 (18.58%) SAS
17 46 (18.18%) Big Data
18 44 (17.39%) DataStage
19 40 (15.81%) Microsoft Azure
19 40 (15.81%) Analytical Skills
20 39 (15.42%) Informatica
20 39 (15.42%) Data Analysis
21 35 (13.83%) Python
21 35 (13.83%) IBM
21 35 (13.83%) Problem-Solving
22 34 (13.44%) Data Migration
23 33 (13.04%) Stakeholder Management
24 32 (12.65%) IBM InfoSphere
25 31 (12.25%) DB2
26 28 (11.07%) PostgreSQL

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 (18.58%) SAS
2 16 (6.32%) Apache Spark
3 14 (5.53%) PowerExchange
4 3 (1.19%) Apache Pig
5 2 (0.79%) Confluence
6 1 (0.40%) Apache
6 1 (0.40%) Apache Solr
6 1 (0.40%) Elasticsearch
6 1 (0.40%) IBM Domino
6 1 (0.40%) IIS
6 1 (0.40%) JBoss
6 1 (0.40%) Oracle SOA Suite
6 1 (0.40%) SharePoint
6 1 (0.40%) Tomcat
Applications
1 18 (7.11%) Microsoft Excel
2 8 (3.16%) Microsoft PowerPoint
3 4 (1.58%) SPSS
4 1 (0.40%) Microsoft Office
4 1 (0.40%) Stata
Business Applications
1 1 (0.40%) SAP ERP
Cloud Services
1 40 (15.81%) Microsoft Azure
2 23 (9.09%) Amazon AWS
3 4 (1.58%) Google Cloud Platform
4 3 (1.19%) Adobe Analytics
4 3 (1.19%) Google Analytics
4 3 (1.19%) PaaS
5 2 (0.79%) Amazon EMR
5 2 (0.79%) Amazon S3
5 2 (0.79%) GitHub
5 2 (0.79%) iPaaS
6 1 (0.40%) AWS CloudFormation
6 1 (0.40%) Azure Machine Learning
6 1 (0.40%) Boomi
6 1 (0.40%) IaaS
6 1 (0.40%) SaaS
Communications & Networking
1 13 (5.14%) FTP
2 5 (1.98%) SMS
3 3 (1.19%) PuTTY
4 2 (0.79%) Kerberos
4 2 (0.79%) SSL
5 1 (0.40%) Internet
Database & Business Intelligence
1 86 (33.99%) Hadoop
2 73 (28.85%) Data Warehouse
3 60 (23.72%) SQL Server
4 56 (22.13%) Relational Database
5 46 (18.18%) Big Data
6 44 (17.39%) DataStage
7 32 (12.65%) IBM InfoSphere
8 31 (12.25%) DB2
9 28 (11.07%) PostgreSQL
10 24 (9.49%) NoSQL
11 23 (9.09%) Data Lake
11 23 (9.09%) RDBMS
12 22 (8.70%) BusinessObjects
13 21 (8.30%) Oracle Database
13 21 (8.30%) SQL Server Integration Services
14 19 (7.51%) Redis
15 17 (6.72%) HBase
16 16 (6.32%) Apache Hive
16 16 (6.32%) PowerCenter
17 14 (5.53%) Informix
Development Applications
1 19 (7.51%) ERwin
2 14 (5.53%) Visual Studio
3 7 (2.77%) Jenkins
4 5 (1.98%) Git (software)
4 5 (1.98%) JIRA
5 3 (1.19%) Toad
6 2 (0.79%) Hudson
6 2 (0.79%) Maven
6 2 (0.79%) ProC
6 2 (0.79%) Selenium
6 2 (0.79%) Sonatype Nexus
6 2 (0.79%) TeamCity
7 1 (0.40%) Artifactory
7 1 (0.40%) Atlassian Bamboo
7 1 (0.40%) GitLab
7 1 (0.40%) JMeter
7 1 (0.40%) Subversion
7 1 (0.40%) Team Foundation Server
7 1 (0.40%) WebDriver
General
1 119 (47.04%) Finance
2 88 (34.78%) Banking
3 27 (10.67%) Retail Banking
4 18 (7.11%) Retail
4 18 (7.11%) Telecoms
5 12 (4.74%) Marketing
6 5 (1.98%) Corporate Banking
6 5 (1.98%) Investment Banking
6 5 (1.98%) Manufacturing
7 4 (1.58%) Electronics
8 2 (0.79%) Billing
8 2 (0.79%) Financial Institution
9 1 (0.40%) Automotive
9 1 (0.40%) Law
9 1 (0.40%) Legal
Job Titles
1 118 (46.64%) Developer
2 47 (18.58%) Analyst
3 38 (15.02%) Architect
4 29 (11.46%) DataStage Developer
5 28 (11.07%) Data Analyst
6 20 (7.91%) Data Architect
6 20 (7.91%) Lead Developer
7 19 (7.51%) ETL Developer
8 16 (6.32%) DataStage ETL Developer
8 16 (6.32%) Informatica Developer
8 16 (6.32%) Teradata Developer
9 13 (5.14%) SAS Developer
9 13 (5.14%) SQL Analyst
10 11 (4.35%) Data Modeller
11 10 (3.95%) Consultant
12 9 (3.56%) Banking Analyst
12 9 (3.56%) Business Intelligence Developer
12 9 (3.56%) Data Engineer
13 8 (3.16%) SQL Data Analyst
13 8 (3.16%) SQL Developer
Libraries, Frameworks & Software Standards
1 16 (6.32%) .NET
1 16 (6.32%) ASP.NET
2 14 (5.53%) .NET Core
2 14 (5.53%) .NET Framework
2 14 (5.53%) Entity Framework
2 14 (5.53%) Web Services
2 14 (5.53%) XML
3 13 (5.14%) XML Schema
4 10 (3.95%) Kafka
4 10 (3.95%) Middleware
5 2 (0.79%) JSON
5 2 (0.79%) Regular Expression
5 2 (0.79%) scikit-learn
6 1 (0.40%) AngularJS
6 1 (0.40%) Apache Avro
6 1 (0.40%) HTML
6 1 (0.40%) HTML5
6 1 (0.40%) React
6 1 (0.40%) XSL
Miscellaneous
1 40 (15.81%) Analytical Skills
2 14 (5.53%) Data Structures
3 10 (3.95%) Management Information System
4 8 (3.16%) Mainframe
5 6 (2.37%) Algorithms
6 5 (1.98%) Replication
7 4 (1.58%) Computer Science
8 3 (1.19%) Greenfield Project
8 3 (1.19%) Hybrid Cloud
9 2 (0.79%) Fintech
9 2 (0.79%) Robotics
9 2 (0.79%) Self-Motivation
10 1 (0.40%) Credit Risk
10 1 (0.40%) Data Centre
10 1 (0.40%) Data Protection Act
10 1 (0.40%) DataPower
10 1 (0.40%) PKI
10 1 (0.40%) Reinsurance
10 1 (0.40%) Taxonomies
10 1 (0.40%) VSAM
Operating Systems
1 23 (9.09%) Unix
2 16 (6.32%) Linux
3 3 (1.19%) Windows
4 2 (0.79%) SUSE Linux Enterprise Server
5 1 (0.40%) AIX
5 1 (0.40%) Windows Server
Processes & Methodologies
1 89 (35.18%) ETL
2 79 (31.23%) Agile Software Development
3 71 (28.06%) Data Modelling
4 70 (27.67%) Business Intelligence
5 62 (24.51%) Migration
6 49 (19.37%) Analytics
7 39 (15.42%) Data Analysis
8 35 (13.83%) Problem-Solving
9 34 (13.44%) Data Migration
10 33 (13.04%) Stakeholder Management
11 27 (10.67%) Data Management
12 25 (9.88%) Data Integration
13 21 (8.30%) Visualisation
14 20 (7.91%) Data Analytics
15 18 (7.11%) Data Architecture
15 18 (7.11%) ETL Development
15 18 (7.11%) Project Management
16 17 (6.72%) Logical Data Model
16 17 (6.72%) Logistics
17 16 (6.32%) Data Mapping
Programming Languages
1 166 (65.61%) SQL
2 35 (13.83%) Python
3 18 (7.11%) C#
4 17 (6.72%) PL/SQL
4 17 (6.72%) R
5 13 (5.14%) Java
6 10 (3.95%) Shell Script
7 8 (3.16%) C++
7 8 (3.16%) PowerShell
7 8 (3.16%) Ruby
7 8 (3.16%) Scala
8 5 (1.98%) Bash Shell
8 5 (1.98%) VBA
9 4 (1.58%) JavaScript
10 3 (1.19%) F#
10 3 (1.19%) Perl
11 2 (0.79%) C
11 2 (0.79%) PROC SQL
11 2 (0.79%) VB.NET
12 1 (0.40%) T-SQL
Qualifications
1 23 (9.09%) Security Cleared
2 17 (6.72%) SC Cleared
3 12 (4.74%) Degree
4 4 (1.58%) Computer Science Degree
5 3 (1.19%) DV Cleared
6 1 (0.40%) BPSS Clearance
6 1 (0.40%) Numerate Degree
6 1 (0.40%) PRINCE2 Certification
Quality Assurance & Compliance
1 55 (21.74%) Data Quality
2 11 (4.35%) GDPR
3 2 (0.79%) QA
4 1 (0.40%) Basel II
4 1 (0.40%) PMO
4 1 (0.40%) Sarbanes-Oxley
System Software
1 14 (5.53%) Docker
2 5 (1.98%) HDFS
3 4 (1.58%) Apache Flume
3 4 (1.58%) Tivoli Workload Scheduler
4 2 (0.79%) Virtual Machines
Systems Management
1 7 (2.77%) Tivoli
2 4 (1.58%) Hadoop YARN
3 2 (0.79%) Ambari
3 2 (0.79%) Oozie
4 1 (0.40%) Ansible
4 1 (0.40%) Automic
4 1 (0.40%) Graylog
4 1 (0.40%) logstash
4 1 (0.40%) Nagios
4 1 (0.40%) Opscode Chef
4 1 (0.40%) Oracle Flashback
4 1 (0.40%) Puppet
4 1 (0.40%) Rundeck
4 1 (0.40%) Single Sign-On
Vendors
1 100 (39.53%) Oracle
2 39 (15.42%) Informatica
3 35 (13.83%) IBM
4 26 (10.28%) Microsoft
5 22 (8.70%) Tableau
6 13 (5.14%) Ab Initio
6 13 (5.14%) CA
6 13 (5.14%) Netezza
7 11 (4.35%) SAP
8 10 (3.95%) Hortonworks
9 9 (3.56%) Citrix
9 9 (3.56%) Cognos
9 9 (3.56%) HP
10 8 (3.16%) Google
10 8 (3.16%) Talend
11 7 (2.77%) MicroStrategy
12 6 (2.37%) Cloudera
13 3 (1.19%) Adobe
13 3 (1.19%) Vertica
14 2 (0.79%) PlateSpin