Period
to 19 September 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 September 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 Sep 2018
Same period 2017 Same period 2016
Rank 655 633 571
Rank change year-on-year -22 -62 -54
Contract jobs citing Teradata 210 224 320
As % of all contract IT jobs advertised in England 0.22% 0.25% 0.32%
As % of the Vendors category 0.53% 0.57% 0.72%
Number of daily rates quoted 139 146 243
England median daily rate £425 £460 £425
Median daily rate % change year-on-year -7.51% +8.12% -5.56%
10th Percentile £321 £325 £300
90th Percentile £575 £655 £698
UK median daily rate £443 £450 £438
% change year-on-year -1.67% +2.86% -2.67%
Number of hourly rates quoted 0 0 0
England median hourly rate - - -
UK 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 advertised in England.

All Vendors
England
Contract vacancies with a requirement for knowledge or experience of vendor products and services 39,817 39,480 44,269
As % of all contract IT jobs advertised in England 42.30% 43.49% 44.68%
Number of daily rates quoted 25,006 24,493 27,659
England median daily rate £450 £440 £425
Median daily rate % change year-on-year +2.27% +3.65% +6.13%
10th Percentile £250 £255 £250
90th Percentile £625 £619 £588
UK median daily rate £450 £430 £413
% change year-on-year +4.65% +4.24% +3.13%
Number of hourly rates quoted 1,488 1,283 1,478
England median hourly rate £17.50 £17.50 £17.50
10th Percentile £11.00 £10.40 £10.00
90th Percentile £47.00 £47.50 £44.50
UK median hourly rate £17.50 £17.50 £17.50

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 September 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 September 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 -18 79 £444 -11.25% 22
South West -18 45 £438 -0.46% 9
North of England +7 33 £375 +5.63% 3
Midlands +19 26 £375 -28.57% 5
North West -5 25 £375 +3.45% 3
South East -13 18 £450 +1.12% 1
East Midlands +21 13 £380 -27.62% 4
West Midlands -11 12 £375 +29.31% 1
East of England -14 10 £500 +2.56%
Yorkshire -2 8 £350 -1.41%
Teradata
UK

For the 6 months to 19 September 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.

1 134 (63.81%) SQL
2 82 (39.05%) Finance
2 82 (39.05%) Data Warehouse
3 81 (38.57%) SQL Server
3 81 (38.57%) Agile Software Development
4 74 (35.24%) Business Intelligence
5 67 (31.90%) Relational Database
6 58 (27.62%) ETL
6 58 (27.62%) Analytics
7 56 (26.67%) Banking
8 52 (24.76%) Oracle
9 50 (23.81%) Hadoop
10 46 (21.90%) SAS
10 46 (21.90%) Data Modelling
11 44 (20.95%) Problem-Solving
12 43 (20.48%) DB2
13 38 (18.10%) Analytical Skills
14 37 (17.62%) Python
15 36 (17.14%) Microsoft Azure
16 35 (16.67%) Data Analysis
16 35 (16.67%) Big Data
17 32 (15.24%) SQL Server Integration Services
17 32 (15.24%) Web Services
18 31 (14.76%) Informatica
18 31 (14.76%) DataStage
18 31 (14.76%) IBM InfoSphere
19 30 (14.29%) NoSQL
19 30 (14.29%) Tableau
20 29 (13.81%) Stakeholder Management
21 28 (13.33%) RDBMS

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 46 (21.90%) SAS
2 16 (7.62%) Apache Spark
3 2 (0.95%) Confluence
3 2 (0.95%) SharePoint
Applications
1 17 (8.10%) Microsoft Excel
2 7 (3.33%) Microsoft PowerPoint
3 1 (0.48%) SPSS
3 1 (0.48%) Stata
Business Applications
1 4 (1.90%) HFM
1 4 (1.90%) Hyperion Planning
1 4 (1.90%) Oracle ERP
2 2 (0.95%) Adobe Campaign
2 2 (0.95%) Unica
Cloud Services
1 36 (17.14%) Microsoft Azure
2 17 (8.10%) Amazon AWS
3 5 (2.38%) Google Cloud Platform
4 3 (1.43%) PaaS
5 2 (0.95%) Amazon EMR
5 2 (0.95%) iPaaS
6 1 (0.48%) Amazon CloudWatch
6 1 (0.48%) Amazon S3
6 1 (0.48%) AWS Lambda
6 1 (0.48%) Boomi
6 1 (0.48%) GitHub
6 1 (0.48%) IaaS
6 1 (0.48%) SaaS
6 1 (0.48%) Serverless
Communications & Networking
1 8 (3.81%) SMS
2 2 (0.95%) Kerberos
2 2 (0.95%) PuTTY
2 2 (0.95%) SSL
3 1 (0.48%) FTP
3 1 (0.48%) Internet
3 1 (0.48%) Intrusion Detection
3 1 (0.48%) VPN
Database & Business Intelligence
1 82 (39.05%) Data Warehouse
2 81 (38.57%) SQL Server
3 67 (31.90%) Relational Database
4 50 (23.81%) Hadoop
5 43 (20.48%) DB2
6 35 (16.67%) Big Data
7 32 (15.24%) SQL Server Integration Services
8 31 (14.76%) DataStage
8 31 (14.76%) IBM InfoSphere
9 30 (14.29%) NoSQL
10 28 (13.33%) RDBMS
11 26 (12.38%) Redis
12 17 (8.10%) Apache Hive
13 16 (7.62%) Enterprise Data Warehouse
14 14 (6.67%) QlikView
15 13 (6.19%) Data Lake
15 13 (6.19%) Oracle Database
16 10 (4.76%) Snowflake Schema
16 10 (4.76%) Spotfire
17 8 (3.81%) BusinessObjects
Development Applications
1 25 (11.90%) Visual Studio
2 10 (4.76%) Jenkins
3 6 (2.86%) Toad
4 5 (2.38%) ERwin
5 3 (1.43%) JIRA
6 2 (0.95%) Git (software)
6 2 (0.95%) Gradle
6 2 (0.95%) Maven
7 1 (0.48%) RStudio
7 1 (0.48%) Selenium
7 1 (0.48%) Team Foundation Server
7 1 (0.48%) WebDriver
General
1 82 (39.05%) Finance
2 56 (26.67%) Banking
3 17 (8.10%) Retail Banking
4 16 (7.62%) Retail
5 9 (4.29%) Marketing
6 6 (2.86%) Telecoms
7 4 (1.90%) Manufacturing
8 3 (1.43%) Electronics
9 2 (0.95%) Billing
9 2 (0.95%) Corporate Banking
9 2 (0.95%) Legal
9 2 (0.95%) Publishing
10 1 (0.48%) Automotive
10 1 (0.48%) Investment Banking
Job Titles
1 93 (44.29%) Developer
2 59 (28.10%) Analyst
3 39 (18.57%) Data Analyst
4 20 (9.52%) Architect
5 19 (9.05%) Lead Developer
6 18 (8.57%) .NET Developer
7 13 (6.19%) Data Architect
7 13 (6.19%) DataStage Developer
8 12 (5.71%) ETL Developer
9 11 (5.24%) C# .NET Developer
9 11 (5.24%) C# Developer
10 10 (4.76%) SQL Analyst
10 10 (4.76%) Teradata Analyst
11 9 (4.29%) Teradata Developer
12 8 (3.81%) Consultant
12 8 (3.81%) Data Engineer
12 8 (3.81%) Data Warehouse Developer
13 7 (3.33%) DataStage ETL Developer
13 7 (3.33%) Informatica Developer
13 7 (3.33%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 32 (15.24%) Web Services
2 25 (11.90%) .NET
2 25 (11.90%) .NET Framework
2 25 (11.90%) ASP.NET
2 25 (11.90%) Entity Framework
3 14 (6.67%) .NET Core
4 11 (5.24%) RabbitMQ
5 10 (4.76%) Kafka
6 7 (3.33%) XML
7 1 (0.48%) AngularJS
7 1 (0.48%) CGI
7 1 (0.48%) COM
7 1 (0.48%) J2EE
7 1 (0.48%) Lucene
7 1 (0.48%) Middleware
7 1 (0.48%) Oracle Fusion
7 1 (0.48%) scikit-learn
Miscellaneous
1 38 (18.10%) Analytical Skills
2 12 (5.71%) Data Structures
3 10 (4.76%) Computer Science
4 5 (2.38%) Management Information System
5 4 (1.90%) Hybrid Cloud
6 2 (0.95%) Algorithms
6 2 (0.95%) Blog
6 2 (0.95%) Data Protection Act
6 2 (0.95%) Replication
7 1 (0.48%) Data Centre
7 1 (0.48%) Greenfield Project
7 1 (0.48%) Private Cloud
7 1 (0.48%) Reference Data
7 1 (0.48%) Reinsurance
Operating Systems
1 12 (5.71%) Linux
1 12 (5.71%) Unix
2 7 (3.33%) Windows
3 6 (2.86%) Windows Server
4 2 (0.95%) SUSE Linux Enterprise Server
Processes & Methodologies
1 81 (38.57%) Agile Software Development
2 74 (35.24%) Business Intelligence
3 58 (27.62%) Analytics
3 58 (27.62%) ETL
4 46 (21.90%) Data Modelling
5 44 (20.95%) Problem-Solving
6 35 (16.67%) Data Analysis
7 29 (13.81%) Stakeholder Management
8 23 (10.95%) Visualisation
9 22 (10.48%) Data Integration
10 21 (10.00%) Data Science
11 20 (9.52%) Data Governance
12 19 (9.05%) Data Analytics
13 18 (8.57%) Data Visualisation
13 18 (8.57%) Dimensional Modelling
14 17 (8.10%) Migration
15 16 (7.62%) Data Management
15 16 (7.62%) Project Management
16 14 (6.67%) Logical Data Model
17 13 (6.19%) Physical Data Model
Programming Languages
1 134 (63.81%) SQL
2 37 (17.62%) Python
3 25 (11.90%) C#
4 23 (10.95%) R
5 15 (7.14%) Scala
6 12 (5.71%) PL/SQL
7 11 (5.24%) Shell Script
8 10 (4.76%) VBA
9 7 (3.33%) Java
10 6 (2.86%) Bash Shell
10 6 (2.86%) T-SQL
11 3 (1.43%) C
12 2 (0.95%) Perl
13 1 (0.48%) C++
13 1 (0.48%) JavaScript
13 1 (0.48%) MATLAB
13 1 (0.48%) PowerShell
13 1 (0.48%) Ruby
13 1 (0.48%) VB
Qualifications
1 19 (9.05%) Degree
2 11 (5.24%) Security Cleared
3 10 (4.76%) Computer Science Degree
4 9 (4.29%) Master's Degree
5 7 (3.33%) SC Cleared
6 4 (1.90%) BPSS Clearance
7 1 (0.48%) PRINCE2 Certification
Quality Assurance & Compliance
1 26 (12.38%) Data Quality
2 6 (2.86%) QA
3 2 (0.95%) GDPR
4 1 (0.48%) GCP
System Software
1 25 (11.90%) Docker
2 4 (1.90%) Tivoli Workload Scheduler
3 3 (1.43%) HDFS
4 2 (0.95%) Virtual Machines
Systems Management
1 4 (1.90%) Tivoli
2 2 (0.95%) Ambari
2 2 (0.95%) Hadoop YARN
2 2 (0.95%) Terraform
3 1 (0.48%) Ansible
3 1 (0.48%) Control-M
3 1 (0.48%) Nagios
Vendors
1 52 (24.76%) Oracle
2 31 (14.76%) Informatica
3 30 (14.29%) Tableau
4 28 (13.33%) IBM
5 23 (10.95%) Netezza
6 17 (8.10%) Microsoft
7 16 (7.62%) Ab Initio
8 10 (4.76%) Cognos
8 10 (4.76%) MicroStrategy
9 8 (3.81%) Cloudera
9 8 (3.81%) Datameer
10 5 (2.38%) Google
10 5 (2.38%) Hortonworks
10 5 (2.38%) SAP
11 4 (1.90%) Hyperion
11 4 (1.90%) Talend
12 2 (0.95%) Adobe
12 2 (0.95%) Aprimo
12 2 (0.95%) PlateSpin
12 2 (0.95%) TIBCO