Period
to 21 November 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 21 November 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
21 Nov 2018
Same period 2017 Same period 2016
Rank 632 629 519
Rank change year-on-year -3 -110 -34
Contract jobs citing Teradata 255 264 412
As % of all contract IT jobs advertised in the UK 0.25% 0.26% 0.39%
As % of the Vendors category 0.58% 0.60% 0.87%
Number of daily rates quoted 160 161 311
UK median daily rate £469 £459 £450
Median daily rate % change year-on-year +2.12% +2.00% +4.05%
10th Percentile £360 £325 £310
90th Percentile £600 £650 £613
UK excluding London median daily rate £449 £450 £400
% change year-on-year -0.28% +12.50% -5.88%
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 43,863 43,952 47,528
As % of all contract IT jobs advertised in the UK 42.15% 42.61% 45.38%
Number of daily rates quoted 27,215 27,287 29,044
UK median daily rate £450 £430 £420
Median daily rate % change year-on-year +4.65% +2.38% +5.00%
10th Percentile £250 £235 £240
90th Percentile £625 £625 £588
UK excluding London median daily rate £425 £400 £388
% change year-on-year +6.25% +3.23% +3.33%
Number of hourly rates quoted 1,664 1,468 1,695
UK median hourly rate £17.50 £17.38 £16.50
Median hourly rate % change year-on-year +0.72% +5.30% -5.71%
10th Percentile £10.75 £10.58 £10.23
90th Percentile £47.09 £45.30 £45.00
UK excluding London median hourly rate £17.00 £16.50 £16.50
% change year-on-year +3.03% - -5.71%

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 21 November 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 15 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 21 November 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 +15 210 £449 -5.53% 33
UK excluding London +17 196 £449 -0.28% 24
South West +9 83 £438 -2.78% 10
London -7 57 £500 -4.76% 14
Scotland -19 36 £525 +17.32% 5
Midlands +2 25 £375 -25.00% 2
South East -1 24 £450 -12.62% 2
North of England -1 18 £400 +6.67% 5
East Midlands +13 13 £385 -23.00%
West Midlands -12 11 £375 +8.70% 2
North West -24 10 £400 +4.92% 2
Yorkshire -4 8 £350 -1.41% 3
Wales -30 6 £595 +79.62%
East of England -9 4 £488 -
Northern Ireland - 1 £400 -

For the 6 months to 21 November 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.

1 175 (68.63%) SQL
2 116 (45.49%) Data Warehouse
3 108 (42.35%) SQL Server
4 96 (37.65%) Finance
5 89 (34.90%) Agile Software Development
6 83 (32.55%) Oracle
7 81 (31.76%) ETL
7 81 (31.76%) Relational Database
8 70 (27.45%) Business Intelligence
9 65 (25.49%) Python
9 65 (25.49%) Analytical Skills
10 61 (23.92%) Banking
11 57 (22.35%) Hadoop
12 56 (21.96%) Analytics
13 53 (20.78%) Unix
14 52 (20.39%) SAS
15 50 (19.61%) Big Data
16 48 (18.82%) R
17 42 (16.47%) Ab Initio
18 39 (15.29%) Data Science
19 38 (14.90%) DB2
20 37 (14.51%) Data Analysis
21 35 (13.73%) Data Modelling
22 34 (13.33%) RDBMS
22 34 (13.33%) Linux
22 34 (13.33%) Data Integration
22 34 (13.33%) Problem-Solving
23 32 (12.55%) Tableau
23 32 (12.55%) Stakeholder Management
24 31 (12.16%) Retail

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 52 (20.39%) SAS
2 20 (7.84%) Apache Spark
3 6 (2.35%) Confluence
4 2 (0.78%) SharePoint
Applications
1 15 (5.88%) Microsoft Excel
2 7 (2.75%) Microsoft PowerPoint
3 1 (0.39%) Microsoft Office
Business Applications
1 4 (1.57%) HFM
1 4 (1.57%) Hyperion Planning
1 4 (1.57%) Oracle ERP
2 2 (0.78%) Adobe Campaign
2 2 (0.78%) Unica
3 1 (0.39%) Oracle Financials
3 1 (0.39%) Oracle Retail
Cloud Services
1 24 (9.41%) Microsoft Azure
2 17 (6.67%) Amazon AWS
3 2 (0.78%) Adobe Analytics
3 2 (0.78%) Amazon S3
4 1 (0.39%) Amazon CloudWatch
4 1 (0.39%) Amazon EMR
4 1 (0.39%) Amazon Kinesis
4 1 (0.39%) AWS Lambda
4 1 (0.39%) Google Cloud Platform
4 1 (0.39%) SaaS
4 1 (0.39%) Serverless
Communications & Networking
1 5 (1.96%) SMS
2 1 (0.39%) Intrusion Detection
2 1 (0.39%) VPN
Database & Business Intelligence
1 116 (45.49%) Data Warehouse
2 108 (42.35%) SQL Server
3 81 (31.76%) Relational Database
4 57 (22.35%) Hadoop
5 50 (19.61%) Big Data
6 38 (14.90%) DB2
7 34 (13.33%) RDBMS
8 31 (12.16%) SQL Server Integration Services
9 30 (11.76%) DataStage
10 29 (11.37%) IBM InfoSphere
11 23 (9.02%) Apache Hive
12 17 (6.67%) Data Lake
13 16 (6.27%) Enterprise Data Warehouse
13 16 (6.27%) NoSQL
14 15 (5.88%) Oracle Database
14 15 (5.88%) QlikView
15 14 (5.49%) Impala
16 13 (5.10%) Redis
17 12 (4.71%) Spotfire
18 11 (4.31%) Power BI
Development Applications
1 13 (5.10%) Visual Studio
2 11 (4.31%) Jenkins
3 7 (2.75%) JIRA
4 5 (1.96%) ERwin
4 5 (1.96%) Toad
5 2 (0.78%) Gradle
5 2 (0.78%) Maven
6 1 (0.39%) Git (software)
6 1 (0.39%) Log4j
6 1 (0.39%) ProC
6 1 (0.39%) RStudio
General
1 96 (37.65%) Finance
2 61 (23.92%) Banking
3 31 (12.16%) Retail
4 16 (6.27%) Retail Banking
5 6 (2.35%) Corporate Banking
6 5 (1.96%) Marketing
7 3 (1.18%) Financial Institution
7 3 (1.18%) Investment Banking
8 2 (0.78%) Billing
8 2 (0.78%) Legal
8 2 (0.78%) Publishing
9 1 (0.39%) Electronics
9 1 (0.39%) Front Office
9 1 (0.39%) Manufacturing
9 1 (0.39%) Telecoms
Job Titles
1 122 (47.84%) Developer
2 67 (26.27%) Analyst
3 41 (16.08%) Data Analyst
4 30 (11.76%) Ab Initio Developer
5 21 (8.24%) Administrator
6 15 (5.88%) Architect
6 15 (5.88%) Teradata Developer
7 12 (4.71%) .NET Developer
7 12 (4.71%) DataStage Developer
7 12 (4.71%) ETL Developer
7 12 (4.71%) Teradata Analyst
8 11 (4.31%) C# .NET Developer
8 11 (4.31%) C# Developer
9 10 (3.92%) Consultant
10 9 (3.53%) Business Analyst
10 9 (3.53%) Informatica Developer
11 8 (3.14%) Business Intelligence Developer
11 8 (3.14%) Data Engineer
12 7 (2.75%) SAS Analyst
12 7 (2.75%) SQL Developer
Libraries, Frameworks & Software Standards
1 22 (8.63%) Web Services
2 17 (6.67%) Kafka
3 13 (5.10%) .NET
3 13 (5.10%) .NET Framework
3 13 (5.10%) ASP.NET
3 13 (5.10%) Entity Framework
4 11 (4.31%) RabbitMQ
5 8 (3.14%) XML
6 2 (0.78%) .NET Core
6 2 (0.78%) HTML
6 2 (0.78%) HTML5
6 2 (0.78%) J2EE
6 2 (0.78%) JDBC
6 2 (0.78%) React
6 2 (0.78%) Redux
6 2 (0.78%) Spring
7 1 (0.39%) AngularJS
7 1 (0.39%) JPA
7 1 (0.39%) NumPy
7 1 (0.39%) Pandas
Miscellaneous
1 65 (25.49%) Analytical Skills
2 11 (4.31%) Computer Science
3 9 (3.53%) Management Information System
4 8 (3.14%) Data Structures
5 3 (1.18%) Credit Risk
6 2 (0.78%) Blog
6 2 (0.78%) Data Protection Act
6 2 (0.78%) Private Cloud
6 2 (0.78%) Self-Motivation
7 1 (0.39%) Algorithms
7 1 (0.39%) Cloud Native
7 1 (0.39%) EPoS
7 1 (0.39%) Equities
7 1 (0.39%) Fixed Income
7 1 (0.39%) Foreign Exchange (FX)
7 1 (0.39%) Hybrid Cloud
7 1 (0.39%) Mainframe
7 1 (0.39%) Reference Data
Operating Systems
1 53 (20.78%) Unix
2 34 (13.33%) Linux
3 9 (3.53%) Windows
4 8 (3.14%) Windows Server
Processes & Methodologies
1 89 (34.90%) Agile Software Development
2 81 (31.76%) ETL
3 70 (27.45%) Business Intelligence
4 56 (21.96%) Analytics
5 39 (15.29%) Data Science
6 37 (14.51%) Data Analysis
7 35 (13.73%) Data Modelling
8 34 (13.33%) Data Integration
8 34 (13.33%) Problem-Solving
9 32 (12.55%) Stakeholder Management
10 26 (10.20%) Data Architecture
11 25 (9.80%) Visualisation
12 23 (9.02%) ETL Development
13 22 (8.63%) Dimensional Modelling
14 21 (8.24%) Experimental Design
14 21 (8.24%) Statistical Analysis
15 20 (7.84%) Waterfall
16 19 (7.45%) Data Visualisation
17 17 (6.67%) Data Governance
18 16 (6.27%) Data Management
Programming Languages
1 175 (68.63%) SQL
2 65 (25.49%) Python
3 48 (18.82%) R
4 26 (10.20%) Shell Script
5 21 (8.24%) Scala
6 17 (6.67%) PL/SQL
7 13 (5.10%) C#
8 11 (4.31%) T-SQL
9 10 (3.92%) Java
10 8 (3.14%) VBA
11 6 (2.35%) C++
11 6 (2.35%) PowerShell
11 6 (2.35%) Ruby
12 5 (1.96%) Bash Shell
13 3 (1.18%) C
13 3 (1.18%) JavaScript
14 2 (0.78%) Java 8
15 1 (0.39%) PROC SQL
15 1 (0.39%) VB
Qualifications
1 20 (7.84%) Degree
2 11 (4.31%) Computer Science Degree
2 11 (4.31%) Master's Degree
3 7 (2.75%) Security Cleared
4 6 (2.35%) SC Cleared
5 3 (1.18%) BPSS Clearance
6 1 (0.39%) ACCA
6 1 (0.39%) CIMA
6 1 (0.39%) Numerate Degree
Quality Assurance & Compliance
1 31 (12.16%) Data Quality
2 19 (7.45%) QA
3 7 (2.75%) GDPR
4 2 (0.78%) IFRS
5 1 (0.39%) IAS 39
5 1 (0.39%) IFRS 9
System Software
1 13 (5.10%) Docker
2 1 (0.39%) Apache Flume
2 1 (0.39%) HDFS
Systems Management
1 2 (0.78%) Terraform
2 1 (0.39%) Ansible
2 1 (0.39%) Control-M
2 1 (0.39%) Grafana
2 1 (0.39%) Nagios
2 1 (0.39%) Oozie
2 1 (0.39%) Prometheus
2 1 (0.39%) Tivoli
2 1 (0.39%) ZABBIX
Vendors
1 83 (32.55%) Oracle
2 42 (16.47%) Ab Initio
3 32 (12.55%) Tableau
4 28 (10.98%) Informatica
5 22 (8.63%) Netezza
6 19 (7.45%) IBM
7 14 (5.49%) Microsoft
8 13 (5.10%) Cloudera
9 11 (4.31%) Datameer
10 8 (3.14%) MicroStrategy
11 4 (1.57%) Adobe
11 4 (1.57%) Cognos
11 4 (1.57%) Hyperion
11 4 (1.57%) Sybase
12 3 (1.18%) Actuate
13 2 (0.78%) Aprimo
13 2 (0.78%) MapR
13 2 (0.78%) SAP
13 2 (0.78%) Tealium
13 2 (0.78%) TIBCO