Period
to 25 February 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 25 February 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
25 Feb 2018
Same period 2017 Same period 2016
Rank 646 526 515
Rank change year-on-year -120 -11 +5
Contract jobs citing Teradata 222 346 396
As % of all contract IT jobs advertised in the UK 0.22% 0.36% 0.37%
As % of the Vendors category 0.53% 0.81% 0.86%
Number of daily rates quoted 124 243 264
UK median daily rate £450 £460 £450
Median daily rate % change year-on-year -2.17% +2.22% +5.88%
10th Percentile £319 £350 £311
90th Percentile £643 £600 £650
UK excluding London median daily rate £435 £450 £450
% change year-on-year -3.33% - +12.50%
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 41,775 42,831 46,296
As % of all contract IT jobs advertised in the UK 41.78% 44.99% 42.88%
Number of daily rates quoted 26,314 26,334 27,508
UK median daily rate £438 £425 £400
Median daily rate % change year-on-year +2.94% +6.25% -
10th Percentile £231 £240 £230
90th Percentile £625 £588 £575
UK excluding London median daily rate £400 £400 £380
% change year-on-year - +5.26% +1.33%
Number of hourly rates quoted 1,401 1,612 1,831
UK median hourly rate £17.50 £17.00 £18.00
Median hourly rate % change year-on-year +2.94% -5.56% +7.72%
10th Percentile £10.75 £10.35 £10.05
90th Percentile £47.25 £46.75 £47.50
UK excluding London median hourly rate £16.00 £16.50 £17.50
% change year-on-year -3.03% -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 25 February 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 25 February 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 -122 175 £475 +5.56% 47
UK excluding London -8 151 £435 -3.33% 29
London -133 66 £525 +10.53% 25
South West +46 50 £425 +13.33% 5
Scotland +13 36 £400 -5.88% 5
South East -11 26 £525 -2.33%
North of England +21 14 £383 -4.38% 7
Midlands -2 13 £538 +26.47% 1
North West +4 8 £475 +18.75% 5
West Midlands -3 8 £600 +33.33% 1
Yorkshire +1 6 £300 -36.84% 2
East of England -26 6 £550 +10.00% 9
Wales -29 6 £225 -55.00% 2
East Midlands -1 5 £500 +42.86%

For the 6 months to 25 February 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.

1 142 (63.96%) SQL
2 109 (49.10%) Finance
3 103 (46.40%) Oracle
4 89 (40.09%) Banking
5 76 (34.23%) Hadoop
6 75 (33.78%) ETL
7 73 (32.88%) Data Warehouse
8 61 (27.48%) SQL Server
9 59 (26.58%) Business Intelligence
10 56 (25.23%) Agile Software Development
11 48 (21.62%) Big Data
12 46 (20.72%) Migration
12 46 (20.72%) Data Modelling
13 42 (18.92%) Relational Database
14 40 (18.02%) SAS
15 39 (17.57%) Data Quality
16 38 (17.12%) Data Analysis
17 35 (15.77%) Informatica
17 35 (15.77%) Analytics
18 32 (14.41%) IBM
19 31 (13.96%) DataStage
20 30 (13.51%) IBM InfoSphere
21 27 (12.16%) Retail Banking
22 26 (11.71%) Stakeholder Management
23 25 (11.26%) Unix
23 25 (11.26%) Data Management
24 24 (10.81%) Analytical Skills
24 24 (10.81%) Data Integration
25 23 (10.36%) Data Migration
26 22 (9.91%) ERwin

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 40 (18.02%) SAS
2 16 (7.21%) Apache Spark
3 10 (4.50%) PowerExchange
4 6 (2.70%) Apache
4 6 (2.70%) IIS
4 6 (2.70%) JBoss
4 6 (2.70%) Tomcat
5 4 (1.80%) Apache Pig
6 3 (1.35%) SharePoint
7 1 (0.45%) Apache Solr
7 1 (0.45%) Confluence
7 1 (0.45%) Elasticsearch
7 1 (0.45%) Oracle SOA Suite
7 1 (0.45%) WebSphere
Applications
1 16 (7.21%) Microsoft Excel
2 6 (2.70%) Microsoft PowerPoint
3 4 (1.80%) Microsoft Office
4 3 (1.35%) SPSS
5 1 (0.45%) Stata
Business Applications
1 4 (1.80%) Adobe Campaign
1 4 (1.80%) Unica
2 3 (1.35%) SAP ERP
3 2 (0.90%) SAP MDG
4 1 (0.45%) SAP HR
Cloud Services
1 17 (7.66%) Microsoft Azure
2 16 (7.21%) Amazon AWS
3 6 (2.70%) AWS CloudFormation
4 3 (1.35%) Amazon S3
4 3 (1.35%) PaaS
5 2 (0.90%) GitHub
5 2 (0.90%) IaaS
5 2 (0.90%) SaaS
6 1 (0.45%) Adobe Analytics
6 1 (0.45%) Amazon EMR
6 1 (0.45%) Azure Machine Learning
6 1 (0.45%) Google Analytics
6 1 (0.45%) Oracle Service Cloud
Communications & Networking
1 3 (1.35%) FTP
2 2 (0.90%) Firewall
3 1 (0.45%) Internet
3 1 (0.45%) Intranet
3 1 (0.45%) SMS
3 1 (0.45%) WAN
Database & Business Intelligence
1 76 (34.23%) Hadoop
2 73 (32.88%) Data Warehouse
3 61 (27.48%) SQL Server
4 48 (21.62%) Big Data
5 42 (18.92%) Relational Database
6 31 (13.96%) DataStage
7 30 (13.51%) IBM InfoSphere
8 19 (8.56%) QlikView
8 19 (8.56%) RDBMS
9 18 (8.11%) Oracle Database
10 17 (7.66%) BusinessObjects
11 16 (7.21%) HBase
11 16 (7.21%) SQL Server Integration Services
12 14 (6.31%) Apache Hive
13 12 (5.41%) Data Lake
13 12 (5.41%) PowerCenter
13 12 (5.41%) SQL Server Reporting Services
14 11 (4.95%) DB2
14 11 (4.95%) NoSQL
15 8 (3.60%) MongoDB
Development Applications
1 22 (9.91%) ERwin
2 12 (5.41%) Jenkins
3 9 (4.05%) Git (software)
4 8 (3.60%) JIRA
4 8 (3.60%) JMeter
5 7 (3.15%) TeamCity
6 6 (2.70%) Atlassian Bamboo
6 6 (2.70%) GitLab
6 6 (2.70%) Selenium
6 6 (2.70%) Subversion
7 2 (0.90%) Hudson
7 2 (0.90%) Maven
7 2 (0.90%) ProC
7 2 (0.90%) SoapUI
7 2 (0.90%) Sonatype Nexus
8 1 (0.45%) Artifactory
General
1 109 (49.10%) Finance
2 89 (40.09%) Banking
3 27 (12.16%) Retail Banking
4 15 (6.76%) Telecoms
5 14 (6.31%) Retail
6 10 (4.50%) Marketing
7 9 (4.05%) Investment Banking
8 7 (3.15%) Financial Institution
9 5 (2.25%) Manufacturing
10 4 (1.80%) Corporate Banking
11 3 (1.35%) Electronics
12 2 (0.90%) Billing
13 1 (0.45%) Automotive
13 1 (0.45%) Back Office
13 1 (0.45%) Law
Job Titles
1 82 (36.94%) Developer
2 59 (26.58%) Analyst
3 32 (14.41%) Data Analyst
4 26 (11.71%) Architect
5 20 (9.01%) DataStage Developer
6 16 (7.21%) Informatica Developer
7 15 (6.76%) Data Architect
8 14 (6.31%) SQL Developer
8 14 (6.31%) Teradata Analyst
9 13 (5.86%) Business Analyst
10 12 (5.41%) Consultant
10 12 (5.41%) Teradata Developer
11 10 (4.50%) Oracle Developer
12 9 (4.05%) Data Modeller
12 9 (4.05%) SAS Analyst
13 8 (3.60%) Banking Analyst
13 8 (3.60%) Data Engineer
13 8 (3.60%) ETL Developer
14 7 (3.15%) SAS Business Analyst
14 7 (3.15%) Solutions Architect
Libraries, Frameworks & Software Standards
1 10 (4.50%) Kafka
1 10 (4.50%) Middleware
2 7 (3.15%) JSON
3 5 (2.25%) RESTful
3 5 (2.25%) XML
4 3 (1.35%) .NET
5 2 (0.90%) AngularJS
5 2 (0.90%) ASP.NET
5 2 (0.90%) Regular Expression
5 2 (0.90%) scikit-learn
5 2 (0.90%) Web Services
5 2 (0.90%) XML Schema
6 1 (0.45%) Apache Avro
6 1 (0.45%) HTML5
6 1 (0.45%) J2EE
6 1 (0.45%) J2SE
6 1 (0.45%) Node.js
6 1 (0.45%) RabbitMQ
6 1 (0.45%) React
6 1 (0.45%) Spark Streaming
Miscellaneous
1 24 (10.81%) Analytical Skills
2 9 (4.05%) Data Structures
3 7 (3.15%) DataPower
3 7 (3.15%) Mainframe
4 6 (2.70%) PKI
5 5 (2.25%) Computer Science
5 5 (2.25%) Credit Risk
6 4 (1.80%) Algorithms
7 3 (1.35%) Virtual Team
8 2 (0.90%) Greenfield Project
8 2 (0.90%) iSeries
8 2 (0.90%) Management Information System
8 2 (0.90%) Reference Data
8 2 (0.90%) Replication
9 1 (0.45%) Clustering
9 1 (0.45%) Data Protection Act
9 1 (0.45%) Fintech
9 1 (0.45%) Taxonomies
9 1 (0.45%) VSAM
Operating Systems
1 25 (11.26%) Unix
2 11 (4.95%) Linux
3 7 (3.15%) Windows
4 1 (0.45%) AIX
Processes & Methodologies
1 75 (33.78%) ETL
2 59 (26.58%) Business Intelligence
3 56 (25.23%) Agile Software Development
4 46 (20.72%) Data Modelling
4 46 (20.72%) Migration
5 38 (17.12%) Data Analysis
6 35 (15.77%) Analytics
7 26 (11.71%) Stakeholder Management
8 25 (11.26%) Data Management
9 24 (10.81%) Data Integration
10 23 (10.36%) Data Migration
11 17 (7.66%) Data Architecture
11 17 (7.66%) Data Governance
12 15 (6.76%) ETL Development
12 15 (6.76%) SDLC
12 15 (6.76%) Visualisation
13 14 (6.31%) Continuous Integration
14 13 (5.86%) Data Lineage
14 13 (5.86%) Dimensional Modelling
15 12 (5.41%) DevOps
Programming Languages
1 142 (63.96%) SQL
2 17 (7.66%) Python
3 16 (7.21%) Java
3 16 (7.21%) PL/SQL
4 12 (5.41%) VBA
5 11 (4.95%) R
5 11 (4.95%) Shell Script
6 8 (3.60%) C#
7 7 (3.15%) JavaScript
8 6 (2.70%) VB
9 5 (2.25%) Bash Shell
9 5 (2.25%) Scala
10 2 (0.90%) C
10 2 (0.90%) F#
10 2 (0.90%) Pig Latin
10 2 (0.90%) PROC SQL
10 2 (0.90%) VB.NET
11 1 (0.45%) C++
11 1 (0.45%) MATLAB
11 1 (0.45%) Perl
Qualifications
1 10 (4.50%) Security Cleared
2 9 (4.05%) Degree
3 7 (3.15%) SC Cleared
4 4 (1.80%) Computer Science Degree
5 2 (0.90%) ISTQB
5 2 (0.90%) ISTQB Foundation Certification
6 1 (0.45%) HNC
6 1 (0.45%) HND
6 1 (0.45%) Numerate Degree
Quality Assurance & Compliance
1 39 (17.57%) Data Quality
2 3 (1.35%) GDPR
3 2 (0.90%) QA
3 2 (0.90%) SLA
4 1 (0.45%) Basel II
4 1 (0.45%) PMO
4 1 (0.45%) Sarbanes-Oxley
System Software
1 6 (2.70%) Apache Flume
2 5 (2.25%) HDFS
3 2 (0.90%) Virtual Machines
4 1 (0.45%) Docker
4 1 (0.45%) Tivoli Workload Scheduler
Systems Management
1 9 (4.05%) Tivoli
2 6 (2.70%) Ansible
2 6 (2.70%) Graylog
2 6 (2.70%) logstash
2 6 (2.70%) Nagios
2 6 (2.70%) Opscode Chef
2 6 (2.70%) Puppet
2 6 (2.70%) Rundeck
2 6 (2.70%) Single Sign-On
3 4 (1.80%) QRadar
4 2 (0.90%) Hadoop YARN
5 1 (0.45%) Oracle Flashback
5 1 (0.45%) SolarWinds Orion
Vendors
1 103 (46.40%) Oracle
2 35 (15.77%) Informatica
3 32 (14.41%) IBM
4 19 (8.56%) Microsoft
5 15 (6.76%) CA
6 14 (6.31%) MicroStrategy
7 13 (5.86%) SAP
7 13 (5.86%) Tableau
8 11 (4.95%) Ab Initio
9 8 (3.60%) Hortonworks
10 6 (2.70%) Adobe
10 6 (2.70%) Micro Focus
10 6 (2.70%) Serena
10 6 (2.70%) Splunk
11 5 (2.25%) Netezza
11 5 (2.25%) Sybase
11 5 (2.25%) Talend
12 4 (1.80%) Alterian
13 3 (1.35%) Cloudera
13 3 (1.35%) Vertica