Period
to 18 August 2019

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 18 August 2019 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
18 Aug 2019
Same period 2018 Same period 2017
Rank 687 645 592
Rank change year-on-year -42 -53 -54
Contract jobs citing Teradata 156 263 282
As % of all contract IT jobs advertised in the UK 0.17% 0.26% 0.29%
As % of the Vendors category 0.40% 0.61% 0.67%
Number of daily rates quoted 92 169 183
UK median daily rate £550 £450 £450
Median daily rate % change year-on-year +22.22% - -
10th Percentile £400 £337 £313
90th Percentile £675 £596 £625
UK excluding London median daily rate £575 £443 £440
% change year-on-year +29.94% +0.63% +9.94%
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 38,646 43,067 42,167
As % of all contract IT jobs advertised in the UK 42.79% 41.80% 43.71%
Number of daily rates quoted 24,090 26,677 25,778
UK median daily rate £450 £450 £430
Median daily rate % change year-on-year - +4.65% +4.24%
10th Percentile £250 £250 £250
90th Percentile £638 £625 £610
UK excluding London median daily rate £425 £415 £400
% change year-on-year +2.41% +3.75% +3.23%
Number of hourly rates quoted 1,435 1,584 1,395
UK median hourly rate £19.46 £17.50 £17.25
Median hourly rate % change year-on-year +11.20% +1.45% -1.43%
10th Percentile £11.17 £11.04 £10.50
90th Percentile £51.00 £47.00 £47.50
UK excluding London median hourly rate £18.00 £16.50 £16.50
% change year-on-year +9.09% - -5.44%

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 18 August 2019.

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 13 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 18 August 2019. 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 -30 122 £555 +26.86% 19
UK excluding London -41 99 £575 +29.94% 8
London +27 56 £550 +22.22% 12
Scotland +37 33 £450 -5.26% 1
South West -49 28 £613 +40.00% 3
East of England +26 20 £600 +14.29% 2
North of England -1 9 £467 +24.47% 1
North West -6 7 £509 +35.60% 1
South East +13 5 £650 +39.78% 1
Midlands +19 4 £375 -
West Midlands +15 3 £375 -
Yorkshire +13 2 £400 +14.29%
East Midlands +18 1 - -

For the 6 months to 18 August 2019, 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 81 (51.92%) ETL
2 74 (47.44%) SQL
3 69 (44.23%) Oracle
4 68 (43.59%) Hadoop
5 55 (35.26%) Data Warehouse
5 55 (35.26%) Finance
6 46 (29.49%) Big Data
7 40 (25.64%) Agile Software Development
8 39 (25.00%) Informatica
9 36 (23.08%) Business Intelligence
10 35 (22.44%) Analytics
11 31 (19.87%) Data Modelling
12 29 (18.59%) Migration
13 28 (17.95%) SQL Server
13 28 (17.95%) Linux
13 28 (17.95%) Banking
13 28 (17.95%) Amazon AWS
14 23 (14.74%) Apache Hive
14 23 (14.74%) Data Migration
14 23 (14.74%) Unix
14 23 (14.74%) Python
14 23 (14.74%) Shell Script
15 22 (14.10%) DataStage
15 22 (14.10%) DB2
16 21 (13.46%) Tableau
16 21 (13.46%) Apache Spark
16 21 (13.46%) SAS
16 21 (13.46%) Stakeholder Management
16 21 (13.46%) Data Management
17 20 (12.82%) Data Quality

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 21 (13.46%) Apache Spark
1 21 (13.46%) SAS
2 5 (3.21%) Apache
2 5 (3.21%) Apache Airflow
3 4 (2.56%) SharePoint
3 4 (2.56%) SharePoint 2013
4 1 (0.64%) Apache Solr
4 1 (0.64%) Cloud Foundry
4 1 (0.64%) Jupyter
Applications
1 4 (2.56%) Microsoft Excel
2 2 (1.28%) Microsoft PowerPoint
2 2 (1.28%) MS Visio
2 2 (1.28%) SPSS
Business Applications
1 4 (2.56%) Oracle AML
1 4 (2.56%) Revive Adserver
2 1 (0.64%) Adobe Campaign
2 1 (0.64%) Oracle Procure-to-Pay
Cloud Services
1 28 (17.95%) Amazon AWS
2 18 (11.54%) Amazon S3
3 9 (5.77%) Power Platform
4 8 (5.13%) Amazon EMR
4 8 (5.13%) Google Cloud Platform
5 7 (4.49%) AWS Lambda
5 7 (4.49%) Serverless
6 5 (3.21%) Amazon EC2
6 5 (3.21%) Microsoft Azure
7 4 (2.56%) Amazon Kinesis
7 4 (2.56%) AWS CloudFormation
7 4 (2.56%) Force.com
7 4 (2.56%) Veeva
8 3 (1.92%) Cloud Computing
8 3 (1.92%) Qubole
8 3 (1.92%) Virtual Private Cloud
9 1 (0.64%) IBM Cloud
9 1 (0.64%) PaaS
Communications & Networking
1 12 (7.69%) FTP
2 2 (1.28%) Kerberos
3 1 (0.64%) SSL
Database & Business Intelligence
1 68 (43.59%) Hadoop
2 55 (35.26%) Data Warehouse
3 46 (29.49%) Big Data
4 28 (17.95%) SQL Server
5 23 (14.74%) Apache Hive
6 22 (14.10%) DataStage
6 22 (14.10%) DB2
7 17 (10.90%) Amazon Redshift
8 16 (10.26%) PostgreSQL
9 15 (9.62%) Data Lake
9 15 (9.62%) Enterprise Data Warehouse
9 15 (9.62%) Informix
10 12 (7.69%) QualityStage
10 12 (7.69%) SQL Server Analysis Services
11 11 (7.05%) IBM InfoSphere
11 11 (7.05%) Oracle ODI
11 11 (7.05%) SQL Server Integration Services
12 10 (6.41%) QlikView
13 9 (5.77%) BusinessObjects
13 9 (5.77%) SQL Server Reporting Services
Development Applications
1 7 (4.49%) JIRA
2 4 (2.56%) Team Foundation Server
2 4 (2.56%) Visual Studio
3 3 (1.92%) ERwin
3 3 (1.92%) Git (software)
4 2 (1.28%) Jenkins
4 2 (1.28%) ProC
5 1 (0.64%) CF BOSH
5 1 (0.64%) ER Studio
General
1 55 (35.26%) Finance
2 28 (17.95%) Banking
3 9 (5.77%) Retail
3 9 (5.77%) Retail Banking
4 7 (4.49%) Investment Banking
5 5 (3.21%) Legal
5 5 (3.21%) Public Sector
6 4 (2.56%) Automotive
6 4 (2.56%) Pharmaceutical
7 3 (1.92%) Electronics
7 3 (1.92%) Manufacturing
7 3 (1.92%) Marketing
7 3 (1.92%) Telecoms
Job Titles
1 49 (31.41%) Developer
2 22 (14.10%) Analyst
2 22 (14.10%) Data Engineer
3 20 (12.82%) ETL Developer
4 16 (10.26%) Consultant
5 15 (9.62%) Architect
6 13 (8.33%) Data Architect
7 10 (6.41%) SAS Analyst
8 9 (5.77%) Administrator
8 9 (5.77%) DataStage Developer
9 8 (5.13%) Data Analyst
9 8 (5.13%) DataStage ETL Developer
9 8 (5.13%) DBA
9 8 (5.13%) Oracle Developer
9 8 (5.13%) Teradata DBA
10 7 (4.49%) Business Intelligence Developer
10 7 (4.49%) Data Consultant
10 7 (4.49%) Senior Developer
11 6 (3.85%) Designer
11 6 (3.85%) Teradata Developer
Libraries, Frameworks & Software Standards
1 16 (10.26%) XML
2 12 (7.69%) Middleware
2 12 (7.69%) XML Schema
3 11 (7.05%) Kafka
4 7 (4.49%) CSS
4 7 (4.49%) HTML
5 6 (3.85%) HTML5
6 5 (3.21%) PySpark
7 4 (2.56%) .NET
7 4 (2.56%) .NET Framework
7 4 (2.56%) AngularJS
7 4 (2.56%) CSS3
7 4 (2.56%) Highcharts JS
8 3 (1.92%) Ajax
8 3 (1.92%) EDI
8 3 (1.92%) jQuery
8 3 (1.92%) JSON
8 3 (1.92%) LAMP
8 3 (1.92%) LINQ
8 3 (1.92%) XSLT
Miscellaneous
1 17 (10.90%) Management Information System
2 12 (7.69%) Analytical Skills
3 8 (5.13%) Mainframe
4 5 (3.21%) Data Structures
4 5 (3.21%) Linux Command Line
5 4 (2.56%) Algorithms
5 4 (2.56%) Clustering
6 2 (1.28%) Data Protection Act
6 2 (1.28%) Greenfield Project
6 2 (1.28%) Taxonomies
6 2 (1.28%) User Experience
7 1 (0.64%) DataPower
7 1 (0.64%) Private Cloud
7 1 (0.64%) Public Cloud
7 1 (0.64%) Replication
7 1 (0.64%) Self-Motivation
7 1 (0.64%) VSAM
Operating Systems
1 28 (17.95%) Linux
2 23 (14.74%) Unix
3 2 (1.28%) SUSE Linux Enterprise Server
Processes & Methodologies
1 81 (51.92%) ETL
2 40 (25.64%) Agile Software Development
3 36 (23.08%) Business Intelligence
4 35 (22.44%) Analytics
5 31 (19.87%) Data Modelling
6 29 (18.59%) Migration
7 23 (14.74%) Data Migration
8 21 (13.46%) Data Management
8 21 (13.46%) Stakeholder Management
9 19 (12.18%) Visualisation
10 18 (11.54%) Data Integration
11 16 (10.26%) ITIL
12 15 (9.62%) Data Architecture
13 14 (8.97%) Performance Tuning
14 13 (8.33%) Data Analytics
14 13 (8.33%) SDLC
15 12 (7.69%) Data Mapping
16 11 (7.05%) Incident Management
16 11 (7.05%) Service Management
16 11 (7.05%) V-Model
Programming Languages
1 74 (47.44%) SQL
2 23 (14.74%) Python
2 23 (14.74%) Shell Script
3 19 (12.18%) Java
4 10 (6.41%) PL/SQL
5 9 (5.77%) Scala
6 8 (5.13%) JavaScript
7 5 (3.21%) R
8 4 (2.56%) C#
9 2 (1.28%) Bash Shell
9 2 (1.28%) Data Analysis Expressions (DAX)
9 2 (1.28%) Java 8
9 2 (1.28%) Perl
9 2 (1.28%) PROC SQL
10 1 (0.64%) C
10 1 (0.64%) Clojure
10 1 (0.64%) HiveQL
10 1 (0.64%) Julia
Qualifications
1 10 (6.41%) Security Cleared
2 9 (5.77%) SC Cleared
3 5 (3.21%) (ISC)2 CCSP
3 5 (3.21%) Cisco Certification
3 5 (3.21%) CISSP
3 5 (3.21%) CSSLP
3 5 (3.21%) Degree
3 5 (3.21%) ISSAP
4 1 (0.64%) BPSS Clearance
4 1 (0.64%) DV Cleared
Quality Assurance & Compliance
1 20 (12.82%) Data Quality
2 8 (5.13%) QA
3 4 (2.56%) ISO/IEC 27001
3 4 (2.56%) PMO
4 1 (0.64%) GDPR
System Software
1 10 (6.41%) HDFS
2 3 (1.92%) Apache Flume
2 3 (1.92%) Docker
3 2 (1.28%) Tivoli Workload Scheduler
Systems Management
1 4 (2.56%) Hadoop YARN
2 3 (1.92%) HP ALM
2 3 (1.92%) Oozie
3 2 (1.28%) Control-M
3 2 (1.28%) NetBackup
3 2 (1.28%) Single Sign-On
3 2 (1.28%) Tivoli
4 1 (0.64%) Ambari
4 1 (0.64%) Ansible
Vendors
1 69 (44.23%) Oracle
2 39 (25.00%) Informatica
3 21 (13.46%) Tableau
4 14 (8.97%) HP
5 13 (8.33%) IBM
6 11 (7.05%) Citrix
6 11 (7.05%) Talend
7 10 (6.41%) Cloudera
8 8 (5.13%) Netezza
9 7 (4.49%) MicroStrategy
10 6 (3.85%) Google
10 6 (3.85%) Hortonworks
11 5 (3.21%) DataFlux
11 5 (3.21%) Hyperion
11 5 (3.21%) Microsoft
11 5 (3.21%) SAP
12 4 (2.56%) Ab Initio
12 4 (2.56%) Salesforce.com
13 3 (1.92%) Cognos
13 3 (1.92%) Greenplum