Period
to 16 January 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 16 January 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
16 Jan 2019
Same period 2018 Same period 2017
Rank 671 667 543
Rank change year-on-year -4 -124 -7
Contract jobs citing Teradata 209 222 358
As % of all contract IT jobs advertised in the UK 0.21% 0.22% 0.37%
As % of the Vendors category 0.50% 0.53% 0.82%
Number of daily rates quoted 126 124 256
UK median daily rate £475 £475 £450
Median daily rate % change year-on-year - +5.56% +5.88%
10th Percentile £361 £320 £313
90th Percentile £600 £663 £579
UK excluding London median daily rate £450 £450 £400
% change year-on-year - +12.50% -5.88%
Number of hourly rates quoted 0 0 1
UK median hourly rate - - £35.00
UK excluding London 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.

All Vendors
UK
Contract vacancies with a requirement for knowledge or experience of vendor products and services 42,034 42,129 43,710
As % of all contract IT jobs advertised in the UK 42.25% 42.02% 45.26%
Number of daily rates quoted 26,049 26,625 26,781
UK median daily rate £450 £438 £425
Median daily rate % change year-on-year +2.86% +2.94% +6.25%
10th Percentile £256 £231 £241
90th Percentile £638 £625 £588
UK excluding London median daily rate £425 £400 £400
% change year-on-year +6.25% - +5.26%
Number of hourly rates quoted 1,547 1,362 1,653
UK median hourly rate £17.50 £17.43 £17.00
Median hourly rate % change year-on-year +0.40% +2.53% -5.56%
10th Percentile £10.75 £10.57 £10.25
90th Percentile £47.90 £45.00 £46.00
UK excluding London median hourly rate £16.76 £16.50 £16.50
% change year-on-year +1.58% - -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 16 January 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 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 16 January 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 -15 174 £450 -7.69% 30
UK excluding London -5 151 £450 - 18
South West -18 65 £438 -2.78% 6
London -1 57 £500 -13.04% 20
Scotland -1 31 £525 +22.09% 8
Midlands 0 19 £375 -25.00% 2
South East -8 19 £450 -20.00%
North of England +1 12 £455 -4.21% 2
East Midlands +20 10 £385 -23.00%
West Midlands -19 8 £375 -34.78% 2
North West -6 6 £478 +0.53% 1
Yorkshire - 6 £350 - 1
East of England -7 2 £438 -10.26%
Wales -13 2 £480 +113.33%
Northern Ireland - 1 £400 -

For the 6 months to 16 January 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.

1 142 (67.94%) SQL
2 94 (44.98%) Data Warehouse
3 86 (41.15%) SQL Server
4 80 (38.28%) ETL
5 71 (33.97%) Oracle
6 70 (33.49%) Finance
7 68 (32.54%) Agile Software Development
8 62 (29.67%) Relational Database
9 59 (28.23%) Python
9 59 (28.23%) Business Intelligence
10 57 (27.27%) Analytical Skills
11 53 (25.36%) Unix
12 48 (22.97%) R
12 48 (22.97%) Big Data
13 44 (21.05%) Banking
14 43 (20.57%) Hadoop
15 42 (20.10%) Analytics
16 41 (19.62%) Ab Initio
17 40 (19.14%) Data Science
18 39 (18.66%) SAS
19 34 (16.27%) Linux
20 33 (15.79%) DB2
20 33 (15.79%) Data Integration
21 31 (14.83%) Data Modelling
22 29 (13.88%) Data Architecture
22 29 (13.88%) Retail
23 28 (13.40%) Data Analysis
24 26 (12.44%) Informatica
24 26 (12.44%) Apache Hive
25 24 (11.48%) Shell Script

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 39 (18.66%) SAS
2 18 (8.61%) Apache Spark
3 5 (2.39%) Confluence
4 1 (0.48%) Apache
4 1 (0.48%) SharePoint
Applications
1 15 (7.18%) Microsoft Excel
2 7 (3.35%) Microsoft PowerPoint
3 1 (0.48%) Microsoft Office
Business Applications
1 1 (0.48%) Eloqua
1 1 (0.48%) HFM
1 1 (0.48%) Hyperion Planning
1 1 (0.48%) Oracle ERP
1 1 (0.48%) Oracle Financials
1 1 (0.48%) Oracle Retail
Cloud Services
1 15 (7.18%) Microsoft Azure
2 12 (5.74%) Amazon AWS
3 3 (1.44%) Amazon S3
3 3 (1.44%) Google Analytics
3 3 (1.44%) Serverless
4 2 (0.96%) Adobe Analytics
4 2 (0.96%) Google Cloud Platform
5 1 (0.48%) Amazon CloudWatch
5 1 (0.48%) Amazon Kinesis
5 1 (0.48%) AWS Lambda
5 1 (0.48%) GitHub
5 1 (0.48%) SaaS
Communications & Networking
1 1 (0.48%) Intrusion Detection
1 1 (0.48%) SMS
1 1 (0.48%) VPN
Database & Business Intelligence
1 94 (44.98%) Data Warehouse
2 86 (41.15%) SQL Server
3 62 (29.67%) Relational Database
4 48 (22.97%) Big Data
5 43 (20.57%) Hadoop
6 33 (15.79%) DB2
7 26 (12.44%) Apache Hive
8 24 (11.48%) RDBMS
9 23 (11.00%) DataStage
9 23 (11.00%) SQL Server Integration Services
10 21 (10.05%) IBM InfoSphere
11 14 (6.70%) Data Lake
11 14 (6.70%) Oracle Database
12 13 (6.22%) Impala
12 13 (6.22%) NoSQL
13 11 (5.26%) Enterprise Data Warehouse
13 11 (5.26%) MySQL
14 9 (4.31%) Power BI
14 9 (4.31%) PowerCenter
14 9 (4.31%) Snowflake Schema
Development Applications
1 11 (5.26%) Jenkins
2 8 (3.83%) Visual Studio
3 6 (2.87%) JIRA
3 6 (2.87%) Toad
4 4 (1.91%) ERwin
5 2 (0.96%) Gradle
5 2 (0.96%) Log4j
5 2 (0.96%) Maven
6 1 (0.48%) Git (software)
6 1 (0.48%) ProC
General
1 70 (33.49%) Finance
2 44 (21.05%) Banking
3 29 (13.88%) Retail
4 10 (4.78%) Retail Banking
5 5 (2.39%) Corporate Banking
5 5 (2.39%) Marketing
6 4 (1.91%) Automotive
7 3 (1.44%) Financial Institution
8 2 (0.96%) Electronics
8 2 (0.96%) Investment Banking
8 2 (0.96%) Legal
8 2 (0.96%) Manufacturing
8 2 (0.96%) Publishing
8 2 (0.96%) Telecoms
9 1 (0.48%) Front Office
Job Titles
1 103 (49.28%) Developer
2 47 (22.49%) Analyst
3 30 (14.35%) Ab Initio Developer
4 27 (12.92%) Data Analyst
5 22 (10.53%) Administrator
6 16 (7.66%) Teradata Developer
7 13 (6.22%) Architect
8 10 (4.78%) DataStage Developer
8 10 (4.78%) ETL Developer
9 9 (4.31%) Consultant
9 9 (4.31%) Informatica Developer
10 8 (3.83%) .NET Developer
10 8 (3.83%) C# .NET Developer
10 8 (3.83%) C# Developer
11 7 (3.35%) Data Architect
11 7 (3.35%) Data Engineer
11 7 (3.35%) SQL Developer
12 6 (2.87%) DataStage ETL Developer
12 6 (2.87%) SAS Analyst
12 6 (2.87%) Solutions Architect
Libraries, Frameworks & Software Standards
1 19 (9.09%) Kafka
1 19 (9.09%) Web Services
2 9 (4.31%) XML
3 8 (3.83%) .NET
3 8 (3.83%) .NET Framework
3 8 (3.83%) ASP.NET
3 8 (3.83%) Entity Framework
3 8 (3.83%) RabbitMQ
4 3 (1.44%) Spring
5 2 (0.96%) Apache NiFi
5 2 (0.96%) HTML
5 2 (0.96%) HTML5
5 2 (0.96%) J2EE
5 2 (0.96%) JDBC
5 2 (0.96%) Natural Language Processing
5 2 (0.96%) NumPy
5 2 (0.96%) Pandas
5 2 (0.96%) React
5 2 (0.96%) Redux
6 1 (0.48%) AngularJS
Miscellaneous
1 57 (27.27%) Analytical Skills
2 6 (2.87%) Management Information System
3 4 (1.91%) Data Structures
4 2 (0.96%) Credit Risk
4 2 (0.96%) Private Cloud
4 2 (0.96%) Self-Motivation
5 1 (0.48%) Algorithms
5 1 (0.48%) Cloud Native
5 1 (0.48%) EPoS
5 1 (0.48%) Equities
5 1 (0.48%) Fixed Income
5 1 (0.48%) Foreign Exchange (FX)
5 1 (0.48%) Hybrid Cloud
5 1 (0.48%) Mainframe
Operating Systems
1 53 (25.36%) Unix
2 34 (16.27%) Linux
3 6 (2.87%) Windows
4 5 (2.39%) Windows Server
Processes & Methodologies
1 80 (38.28%) ETL
2 68 (32.54%) Agile Software Development
3 59 (28.23%) Business Intelligence
4 42 (20.10%) Analytics
5 40 (19.14%) Data Science
6 33 (15.79%) Data Integration
7 31 (14.83%) Data Modelling
8 29 (13.88%) Data Architecture
9 28 (13.40%) Data Analysis
10 22 (10.53%) Experimental Design
10 22 (10.53%) Statistical Analysis
11 21 (10.05%) Problem-Solving
12 19 (9.09%) ETL Development
12 19 (9.09%) Visualisation
13 18 (8.61%) Dimensional Modelling
13 18 (8.61%) Stakeholder Management
14 17 (8.13%) User Acceptance Testing
14 17 (8.13%) Waterfall
15 14 (6.70%) Data Management
16 13 (6.22%) Computer Science
Programming Languages
1 142 (67.94%) SQL
2 59 (28.23%) Python
3 48 (22.97%) R
4 24 (11.48%) Shell Script
5 20 (9.57%) Scala
6 12 (5.74%) Java
7 9 (4.31%) T-SQL
8 8 (3.83%) C#
8 8 (3.83%) PL/SQL
9 5 (2.39%) Bash Shell
10 4 (1.91%) C
11 3 (1.44%) C++
11 3 (1.44%) VBA
12 2 (0.96%) Java 8
12 2 (0.96%) JavaScript
12 2 (0.96%) MATLAB
13 1 (0.48%) PowerShell
13 1 (0.48%) PROC SQL
13 1 (0.48%) Ruby
Qualifications
1 21 (10.05%) Degree
2 12 (5.74%) Master's Degree
3 11 (5.26%) Computer Science Degree
4 7 (3.35%) Security Cleared
5 6 (2.87%) SC Cleared
6 3 (1.44%) BPSS Clearance
6 3 (1.44%) Numerate Degree
7 1 (0.48%) ACCA
7 1 (0.48%) CIMA
7 1 (0.48%) PhD
Quality Assurance & Compliance
1 19 (9.09%) QA
2 18 (8.61%) Data Quality
3 2 (0.96%) GDPR
3 2 (0.96%) IFRS
4 1 (0.48%) IAS 39
4 1 (0.48%) IFRS 9
System Software
1 10 (4.78%) Docker
2 5 (2.39%) HDFS
3 3 (1.44%) Apache Flume
Systems Management
1 2 (0.96%) Grafana
1 2 (0.96%) Kubernetes
1 2 (0.96%) Oozie
1 2 (0.96%) Prometheus
1 2 (0.96%) Tivoli
1 2 (0.96%) ZABBIX
2 1 (0.48%) Ansible
2 1 (0.48%) Control-M
2 1 (0.48%) Nagios
2 1 (0.48%) Terraform
Vendors
1 71 (33.97%) Oracle
2 41 (19.62%) Ab Initio
3 26 (12.44%) Informatica
4 20 (9.57%) Netezza
4 20 (9.57%) Tableau
5 18 (8.61%) IBM
6 12 (5.74%) Cloudera
7 11 (5.26%) Microsoft
8 6 (2.87%) Datameer
8 6 (2.87%) Google
9 5 (2.39%) MicroStrategy
10 4 (1.91%) SAP
11 3 (1.44%) Actuate
11 3 (1.44%) Adobe
11 3 (1.44%) Cognos
11 3 (1.44%) Greenplum
11 3 (1.44%) Sybase
12 2 (0.96%) Hortonworks
12 2 (0.96%) MapR
12 2 (0.96%) TIBCO