Period
to 12 December 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 12 December 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
12 Dec 2018
Same period 2017 Same period 2016
Rank 652 658 523
Rank change year-on-year +6 -135 -2
Contract jobs citing Teradata 206 210 358
As % of all contract IT jobs advertised in England 0.21% 0.22% 0.37%
As % of the Vendors category 0.51% 0.52% 0.83%
Number of daily rates quoted 132 119 256
England median daily rate £450 £488 £440
Median daily rate % change year-on-year -7.69% +10.80% -1.12%
10th Percentile £360 £350 £300
90th Percentile £600 £664 £588
UK median daily rate £475 £470 £450
% change year-on-year +1.06% +4.44% +5.88%
Number of hourly rates quoted 0 0 1
England median hourly rate - - £35.00
UK median hourly rate - - £35.00

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 advertised in England.

All Vendors
England
Contract vacancies with a requirement for knowledge or experience of vendor products and services 40,685 40,423 43,372
As % of all contract IT jobs advertised in England 42.24% 42.51% 45.14%
Number of daily rates quoted 25,645 25,509 26,809
England median daily rate £450 £450 £425
Median daily rate % change year-on-year - +5.88% +6.25%
10th Percentile £256 £241 £245
90th Percentile £638 £625 £588
UK median daily rate £450 £435 £420
% change year-on-year +3.45% +3.57% +5.00%
Number of hourly rates quoted 1,470 1,307 1,562
England median hourly rate £17.50 £17.50 £17.00
Median hourly rate % change year-on-year - +2.94% -2.86%
10th Percentile £10.75 £10.71 £10.25
90th Percentile £47.09 £45.00 £45.00
UK median hourly rate £17.50 £17.50 £17.00
% change year-on-year - +2.94% -2.86%

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 12 December 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 12 December 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
South West -9 82 £438 -2.78% 3
London -24 54 £500 -13.04% 11
South East -12 25 £450 -24.84% 1
Midlands -1 24 £375 -25.00% 1
North of England -24 17 £400 +6.67% 2
East Midlands +14 12 £393 -21.50%
West Midlands -12 11 £375 -34.78% 1
North West -22 9 £400 +4.92% 2
Yorkshire -11 8 £350 -1.41%
East of England -13 5 £475 -2.56%
Teradata
UK

For the 6 months to 12 December 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.

1 144 (69.90%) SQL
2 90 (43.69%) Data Warehouse
3 83 (40.29%) SQL Server
4 80 (38.83%) Finance
5 79 (38.35%) Agile Software Development
6 78 (37.86%) Relational Database
7 62 (30.10%) Analytical Skills
8 59 (28.64%) Oracle
8 59 (28.64%) ETL
9 58 (28.16%) Python
10 51 (24.76%) Business Intelligence
10 51 (24.76%) Banking
11 48 (23.30%) Big Data
12 45 (21.84%) Analytics
12 45 (21.84%) R
13 44 (21.36%) Hadoop
13 44 (21.36%) SAS
13 44 (21.36%) Unix
14 40 (19.42%) DB2
14 40 (19.42%) Data Science
15 38 (18.45%) Linux
16 33 (16.02%) Data Modelling
17 32 (15.53%) RDBMS
17 32 (15.53%) Stakeholder Management
17 32 (15.53%) Problem-Solving
18 31 (15.05%) IBM InfoSphere
18 31 (15.05%) DataStage
18 31 (15.05%) Data Analysis
19 30 (14.56%) SQL Server Integration Services
20 26 (12.62%) Data Architecture

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 44 (21.36%) SAS
2 21 (10.19%) Apache Spark
3 6 (2.91%) Confluence
4 1 (0.49%) Apache
4 1 (0.49%) SharePoint
Applications
1 13 (6.31%) Microsoft Excel
2 7 (3.40%) Microsoft PowerPoint
3 1 (0.49%) Microsoft Office
Business Applications
1 4 (1.94%) HFM
1 4 (1.94%) Hyperion Planning
1 4 (1.94%) Oracle ERP
2 2 (0.97%) Adobe Campaign
2 2 (0.97%) Unica
3 1 (0.49%) Oracle Financials
3 1 (0.49%) Oracle Retail
Cloud Services
1 15 (7.28%) Microsoft Azure
2 12 (5.83%) Amazon AWS
3 3 (1.46%) Amazon S3
4 2 (0.97%) Adobe Analytics
5 1 (0.49%) Amazon CloudWatch
5 1 (0.49%) Amazon EMR
5 1 (0.49%) Amazon Kinesis
5 1 (0.49%) AWS Lambda
5 1 (0.49%) Google Cloud Platform
5 1 (0.49%) Serverless
Communications & Networking
1 5 (2.43%) SMS
2 1 (0.49%) Intrusion Detection
2 1 (0.49%) VPN
Database & Business Intelligence
1 90 (43.69%) Data Warehouse
2 83 (40.29%) SQL Server
3 78 (37.86%) Relational Database
4 48 (23.30%) Big Data
5 44 (21.36%) Hadoop
6 40 (19.42%) DB2
7 32 (15.53%) RDBMS
8 31 (15.05%) DataStage
8 31 (15.05%) IBM InfoSphere
9 30 (14.56%) SQL Server Integration Services
10 24 (11.65%) Apache Hive
11 15 (7.28%) Enterprise Data Warehouse
12 14 (6.80%) Data Lake
12 14 (6.80%) Impala
12 14 (6.80%) NoSQL
13 11 (5.34%) Oracle Database
13 11 (5.34%) QlikView
13 11 (5.34%) Redis
14 9 (4.37%) Snowflake Schema
14 9 (4.37%) Spotfire
Development Applications
1 11 (5.34%) Jenkins
1 11 (5.34%) Visual Studio
2 7 (3.40%) JIRA
3 6 (2.91%) ERwin
3 6 (2.91%) Toad
4 2 (0.97%) Gradle
4 2 (0.97%) Maven
5 1 (0.49%) Git (software)
5 1 (0.49%) Log4j
5 1 (0.49%) ProC
5 1 (0.49%) RStudio
General
1 80 (38.83%) Finance
2 51 (24.76%) Banking
3 17 (8.25%) Retail
4 14 (6.80%) Retail Banking
5 5 (2.43%) Corporate Banking
6 3 (1.46%) Financial Institution
6 3 (1.46%) Legal
6 3 (1.46%) Marketing
7 2 (0.97%) Billing
7 2 (0.97%) Investment Banking
7 2 (0.97%) Publishing
8 1 (0.49%) Electronics
8 1 (0.49%) Front Office
8 1 (0.49%) Manufacturing
8 1 (0.49%) Telecoms
Job Titles
1 91 (44.17%) Developer
2 55 (26.70%) Analyst
3 34 (16.50%) Data Analyst
4 22 (10.68%) Administrator
5 13 (6.31%) ETL Developer
5 13 (6.31%) Teradata Developer
6 11 (5.34%) .NET Developer
6 11 (5.34%) C# .NET Developer
6 11 (5.34%) C# Developer
6 11 (5.34%) DataStage Developer
7 10 (4.85%) Architect
7 10 (4.85%) Teradata Analyst
8 9 (4.37%) Informatica Developer
9 8 (3.88%) Ab Initio Developer
9 8 (3.88%) Consultant
9 8 (3.88%) Data Engineer
9 8 (3.88%) Data Warehouse Developer
10 7 (3.40%) Business Intelligence Developer
10 7 (3.40%) Data Architect
10 7 (3.40%) SAS Analyst
Libraries, Frameworks & Software Standards
1 20 (9.71%) Web Services
2 18 (8.74%) Kafka
3 11 (5.34%) .NET
3 11 (5.34%) .NET Framework
3 11 (5.34%) ASP.NET
3 11 (5.34%) Entity Framework
3 11 (5.34%) RabbitMQ
4 9 (4.37%) XML
5 2 (0.97%) J2EE
6 1 (0.49%) AngularJS
6 1 (0.49%) CGI
6 1 (0.49%) COM
6 1 (0.49%) Flash
6 1 (0.49%) Lucene
6 1 (0.49%) NumPy
6 1 (0.49%) Oracle Fusion
6 1 (0.49%) Pandas
6 1 (0.49%) Spring
Miscellaneous
1 62 (30.10%) Analytical Skills
2 11 (5.34%) Management Information System
3 7 (3.40%) Data Structures
4 2 (0.97%) Blog
4 2 (0.97%) Credit Risk
4 2 (0.97%) Data Protection Act
4 2 (0.97%) Self-Motivation
5 1 (0.49%) Algorithms
5 1 (0.49%) Cloud Native
5 1 (0.49%) EPoS
5 1 (0.49%) Equities
5 1 (0.49%) Fixed Income
5 1 (0.49%) Foreign Exchange (FX)
5 1 (0.49%) Hybrid Cloud
5 1 (0.49%) Mainframe
5 1 (0.49%) Private Cloud
Operating Systems
1 44 (21.36%) Unix
2 38 (18.45%) Linux
3 12 (5.83%) Windows
4 11 (5.34%) Windows Server
Processes & Methodologies
1 79 (38.35%) Agile Software Development
2 59 (28.64%) ETL
3 51 (24.76%) Business Intelligence
4 45 (21.84%) Analytics
5 40 (19.42%) Data Science
6 33 (16.02%) Data Modelling
7 32 (15.53%) Problem-Solving
7 32 (15.53%) Stakeholder Management
8 31 (15.05%) Data Analysis
9 26 (12.62%) Data Architecture
10 24 (11.65%) Dimensional Modelling
11 22 (10.68%) Experimental Design
11 22 (10.68%) Statistical Analysis
11 22 (10.68%) Waterfall
12 21 (10.19%) Data Integration
13 20 (9.71%) Visualisation
14 18 (8.74%) Data Governance
14 18 (8.74%) Data Management
15 17 (8.25%) SDLC
16 16 (7.77%) Kimball Methodology
Programming Languages
1 144 (69.90%) SQL
2 58 (28.16%) Python
3 45 (21.84%) R
4 21 (10.19%) Scala
5 15 (7.28%) Shell Script
6 14 (6.80%) T-SQL
7 13 (6.31%) PL/SQL
8 11 (5.34%) C#
9 9 (4.37%) Java
10 7 (3.40%) VBA
11 4 (1.94%) Bash Shell
11 4 (1.94%) C
12 1 (0.49%) C++
12 1 (0.49%) JavaScript
12 1 (0.49%) PowerShell
12 1 (0.49%) PROC SQL
12 1 (0.49%) Ruby
12 1 (0.49%) VB
Qualifications
1 19 (9.22%) Degree
2 11 (5.34%) Master's Degree
3 10 (4.85%) Computer Science Degree
4 7 (3.40%) Security Cleared
5 6 (2.91%) SC Cleared
6 3 (1.46%) BPSS Clearance
7 1 (0.49%) ACCA
7 1 (0.49%) CIMA
7 1 (0.49%) Numerate Degree
Quality Assurance & Compliance
1 26 (12.62%) Data Quality
2 6 (2.91%) QA
3 2 (0.97%) GDPR
4 1 (0.49%) IAS 39
4 1 (0.49%) IFRS
4 1 (0.49%) IFRS 9
System Software
1 11 (5.34%) Docker
2 1 (0.49%) Apache Flume
2 1 (0.49%) HDFS
Systems Management
1 2 (0.97%) Terraform
2 1 (0.49%) Ansible
2 1 (0.49%) Control-M
2 1 (0.49%) Grafana
2 1 (0.49%) Nagios
2 1 (0.49%) Oozie
2 1 (0.49%) Prometheus
2 1 (0.49%) Tivoli
2 1 (0.49%) ZABBIX
Vendors
1 59 (28.64%) Oracle
2 26 (12.62%) Informatica
3 25 (12.14%) Netezza
3 25 (12.14%) Tableau
4 23 (11.17%) IBM
5 20 (9.71%) Ab Initio
6 13 (6.31%) Cloudera
7 8 (3.88%) Datameer
7 8 (3.88%) Microsoft
7 8 (3.88%) MicroStrategy
8 4 (1.94%) Adobe
8 4 (1.94%) Hyperion
8 4 (1.94%) Sybase
9 3 (1.46%) Actuate
9 3 (1.46%) Cognos
10 2 (0.97%) Aprimo
10 2 (0.97%) Greenplum
10 2 (0.97%) MapR
10 2 (0.97%) SAP
10 2 (0.97%) TIBCO