Period
to 20 September 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 20 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
6 months to
20 Sep 2018
Same period 2017 Same period 2016
Rank 649 595 564
Rank change year-on-year -54 -31 -77
Contract jobs citing Teradata 251 282 373
As % of all contract IT jobs advertised in the UK 0.24% 0.29% 0.35%
As % of the Vendors category 0.58% 0.66% 0.77%
Number of daily rates quoted 164 181 282
UK median daily rate £449 £450 £438
Median daily rate % change year-on-year -0.28% +2.86% -2.78%
10th Percentile £330 £328 £306
90th Percentile £593 £638 £678
UK excluding London median daily rate £448 £440 £395
% change year-on-year +1.70% +11.39% -7.06%
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 43,589 42,865 48,434
As % of all contract IT jobs advertised in the UK 42.34% 43.37% 44.91%
Number of daily rates quoted 27,101 26,370 29,811
UK median daily rate £450 £430 £413
Median daily rate % change year-on-year +4.65% +4.24% +3.13%
10th Percentile £250 £250 £244
90th Percentile £625 £613 £588
UK excluding London median daily rate £420 £400 £388
% change year-on-year +5.00% +3.23% +3.33%
Number of hourly rates quoted 1,664 1,404 1,652
UK median hourly rate £17.50 £17.50 £17.50
10th Percentile £10.75 £10.50 £10.00
90th Percentile £46.75 £47.00 £44.73
UK excluding London median hourly rate £16.50 £16.84 £17.50
% change year-on-year -1.99% -3.80% +3.46%

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 20 September 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 20 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
England -44 210 £428 -7.07% 36
UK excluding London -3 172 £448 +1.70% 25
London -49 78 £450 -10.00% 20
South West -16 47 £438 -0.46% 7
North of England +1 32 £375 +5.63% 3
Scotland -42 27 £525 +17.32% 9
Midlands +3 26 £375 -18.92% 5
North West -7 24 £375 +3.45% 3
South East -16 18 £450 +1.12%
East Midlands +17 13 £380 -27.62% 4
Wales -8 12 £583 +32.01%
West Midlands -20 12 £375 +8.70% 1
East of England 0 10 £500 +2.56% 1
Yorkshire -10 8 £350 -1.41%
Northern Ireland - 1 £400 -

For the 6 months to 20 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 with a requirement for Teradata.

1 159 (63.35%) SQL
2 105 (41.83%) SQL Server
3 98 (39.04%) Finance
4 97 (38.65%) Agile Software Development
5 96 (38.25%) Data Warehouse
6 80 (31.87%) Business Intelligence
6 80 (31.87%) Relational Database
7 74 (29.48%) Oracle
8 71 (28.29%) ETL
9 65 (25.90%) Hadoop
10 64 (25.50%) Analytics
11 63 (25.10%) Banking
12 56 (22.31%) SAS
13 53 (21.12%) Python
14 51 (20.32%) Microsoft Azure
15 49 (19.52%) Data Modelling
16 48 (19.12%) Problem-Solving
17 47 (18.73%) Analytical Skills
18 43 (17.13%) DB2
19 42 (16.73%) Data Analysis
20 40 (15.94%) RDBMS
21 39 (15.54%) Data Quality
22 38 (15.14%) Big Data
23 34 (13.55%) Tableau
24 33 (13.15%) Informatica
24 33 (13.15%) SQL Server Integration Services
25 32 (12.75%) Stakeholder Management
25 32 (12.75%) Web Services
25 32 (12.75%) IBM InfoSphere
26 31 (12.35%) DataStage

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 56 (22.31%) SAS
2 16 (6.37%) Apache Spark
3 2 (0.80%) Confluence
3 2 (0.80%) SharePoint
Applications
1 17 (6.77%) Microsoft Excel
2 7 (2.79%) Microsoft PowerPoint
3 1 (0.40%) SPSS
3 1 (0.40%) Stata
Business Applications
1 4 (1.59%) HFM
1 4 (1.59%) Hyperion Planning
1 4 (1.59%) Oracle ERP
2 2 (0.80%) Adobe Campaign
2 2 (0.80%) Unica
Cloud Services
1 51 (20.32%) Microsoft Azure
2 30 (11.95%) Amazon AWS
3 5 (1.99%) Google Cloud Platform
4 3 (1.20%) PaaS
5 2 (0.80%) Amazon EMR
5 2 (0.80%) iPaaS
6 1 (0.40%) Amazon CloudWatch
6 1 (0.40%) Amazon S3
6 1 (0.40%) AWS Lambda
6 1 (0.40%) Boomi
6 1 (0.40%) GitHub
6 1 (0.40%) IaaS
6 1 (0.40%) SaaS
6 1 (0.40%) Serverless
Communications & Networking
1 7 (2.79%) SMS
2 2 (0.80%) Kerberos
2 2 (0.80%) PuTTY
2 2 (0.80%) SSL
3 1 (0.40%) FTP
3 1 (0.40%) Internet
3 1 (0.40%) Intrusion Detection
3 1 (0.40%) VPN
Database & Business Intelligence
1 105 (41.83%) SQL Server
2 96 (38.25%) Data Warehouse
3 80 (31.87%) Relational Database
4 65 (25.90%) Hadoop
5 43 (17.13%) DB2
6 40 (15.94%) RDBMS
7 38 (15.14%) Big Data
8 33 (13.15%) SQL Server Integration Services
9 32 (12.75%) IBM InfoSphere
10 31 (12.35%) DataStage
11 30 (11.95%) NoSQL
12 26 (10.36%) Redis
13 20 (7.97%) Enterprise Data Warehouse
14 19 (7.57%) Data Lake
15 17 (6.77%) Apache Hive
15 17 (6.77%) PostgreSQL
16 16 (6.37%) QlikView
17 15 (5.98%) MySQL
17 15 (5.98%) Oracle Database
18 13 (5.18%) Spotfire
Development Applications
1 25 (9.96%) Visual Studio
2 10 (3.98%) Jenkins
3 6 (2.39%) Toad
4 5 (1.99%) ERwin
5 3 (1.20%) JIRA
6 2 (0.80%) Git (software)
6 2 (0.80%) Gradle
6 2 (0.80%) Maven
7 1 (0.40%) RStudio
7 1 (0.40%) Selenium
7 1 (0.40%) Team Foundation Server
7 1 (0.40%) WebDriver
General
1 98 (39.04%) Finance
2 63 (25.10%) Banking
3 20 (7.97%) Retail Banking
4 18 (7.17%) Retail
5 9 (3.59%) Marketing
6 6 (2.39%) Telecoms
7 4 (1.59%) Manufacturing
8 3 (1.20%) Electronics
9 2 (0.80%) Billing
9 2 (0.80%) Corporate Banking
9 2 (0.80%) Investment Banking
9 2 (0.80%) Legal
9 2 (0.80%) Publishing
10 1 (0.40%) Automotive
Job Titles
1 113 (45.02%) Developer
2 65 (25.90%) Analyst
3 43 (17.13%) Data Analyst
4 33 (13.15%) Architect
5 19 (7.57%) Lead Developer
6 18 (7.17%) .NET Developer
7 16 (6.37%) Ab Initio Developer
8 15 (5.98%) Data Architect
9 14 (5.58%) DataStage Developer
9 14 (5.58%) ETL Developer
10 11 (4.38%) C# .NET Developer
10 11 (4.38%) C# Developer
11 10 (3.98%) Business Intelligence Developer
11 10 (3.98%) Database Architect
11 10 (3.98%) SAS Developer
11 10 (3.98%) SQL Analyst
11 10 (3.98%) Teradata Analyst
12 9 (3.59%) Data Engineer
12 9 (3.59%) Teradata Developer
13 8 (3.19%) DataStage ETL Developer
Libraries, Frameworks & Software Standards
1 32 (12.75%) Web Services
2 25 (9.96%) .NET
2 25 (9.96%) .NET Framework
2 25 (9.96%) ASP.NET
2 25 (9.96%) Entity Framework
3 14 (5.58%) .NET Core
4 11 (4.38%) RabbitMQ
5 10 (3.98%) Kafka
6 7 (2.79%) XML
7 1 (0.40%) AngularJS
7 1 (0.40%) CGI
7 1 (0.40%) COM
7 1 (0.40%) J2EE
7 1 (0.40%) Lucene
7 1 (0.40%) Middleware
7 1 (0.40%) Oracle Fusion
7 1 (0.40%) scikit-learn
Miscellaneous
1 47 (18.73%) Analytical Skills
2 12 (4.78%) Data Structures
3 10 (3.98%) Computer Science
4 6 (2.39%) Management Information System
5 4 (1.59%) Hybrid Cloud
6 2 (0.80%) Algorithms
6 2 (0.80%) Blog
6 2 (0.80%) Data Protection Act
6 2 (0.80%) Greenfield Project
6 2 (0.80%) Private Cloud
6 2 (0.80%) Replication
6 2 (0.80%) Self-Motivation
7 1 (0.40%) Credit Risk
7 1 (0.40%) Data Centre
7 1 (0.40%) Fintech
7 1 (0.40%) Reference Data
7 1 (0.40%) Reinsurance
Operating Systems
1 14 (5.58%) Unix
2 12 (4.78%) Linux
3 7 (2.79%) Windows
4 6 (2.39%) Windows Server
5 2 (0.80%) SUSE Linux Enterprise Server
Processes & Methodologies
1 97 (38.65%) Agile Software Development
2 80 (31.87%) Business Intelligence
3 71 (28.29%) ETL
4 64 (25.50%) Analytics
5 49 (19.52%) Data Modelling
6 48 (19.12%) Problem-Solving
7 42 (16.73%) Data Analysis
8 32 (12.75%) Stakeholder Management
9 29 (11.55%) Visualisation
10 24 (9.56%) Data Integration
10 24 (9.56%) Data Visualisation
11 22 (8.76%) Migration
12 21 (8.37%) Data Science
13 20 (7.97%) Data Analytics
13 20 (7.97%) Data Governance
14 19 (7.57%) Dimensional Modelling
15 18 (7.17%) Data Management
16 17 (6.77%) ETL Development
17 16 (6.37%) Logical Data Model
17 16 (6.37%) Project Management
Programming Languages
1 159 (63.35%) SQL
2 53 (21.12%) Python
3 26 (10.36%) R
4 25 (9.96%) C#
4 25 (9.96%) PL/SQL
5 16 (6.37%) Scala
6 13 (5.18%) C++
6 13 (5.18%) PowerShell
6 13 (5.18%) Ruby
6 13 (5.18%) Shell Script
7 10 (3.98%) VBA
8 9 (3.59%) Java
9 7 (2.79%) Bash Shell
10 6 (2.39%) T-SQL
11 3 (1.20%) C
12 2 (0.80%) Perl
13 1 (0.40%) JavaScript
13 1 (0.40%) MATLAB
13 1 (0.40%) VB
Qualifications
1 20 (7.97%) Degree
2 11 (4.38%) Security Cleared
3 10 (3.98%) Computer Science Degree
3 10 (3.98%) Master's Degree
4 7 (2.79%) SC Cleared
5 4 (1.59%) BPSS Clearance
6 1 (0.40%) PRINCE2 Certification
Quality Assurance & Compliance
1 39 (15.54%) Data Quality
2 14 (5.58%) GDPR
3 8 (3.19%) QA
4 1 (0.40%) GCP
System Software
1 25 (9.96%) Docker
2 3 (1.20%) HDFS
2 3 (1.20%) Tivoli Workload Scheduler
3 2 (0.80%) Virtual Machines
Systems Management
1 3 (1.20%) Tivoli
2 2 (0.80%) Ambari
2 2 (0.80%) Hadoop YARN
2 2 (0.80%) Terraform
3 1 (0.40%) Ansible
3 1 (0.40%) Control-M
3 1 (0.40%) Nagios
Vendors
1 74 (29.48%) Oracle
2 34 (13.55%) Tableau
3 33 (13.15%) Informatica
4 30 (11.95%) Microsoft
5 27 (10.76%) IBM
6 26 (10.36%) Ab Initio
7 23 (9.16%) Netezza
8 11 (4.38%) Datameer
9 10 (3.98%) Cloudera
9 10 (3.98%) Cognos
9 10 (3.98%) MicroStrategy
10 5 (1.99%) Google
10 5 (1.99%) Hortonworks
10 5 (1.99%) SAP
11 4 (1.59%) Hyperion
11 4 (1.59%) Talend
12 2 (0.80%) Adobe
12 2 (0.80%) Aprimo
12 2 (0.80%) PlateSpin
12 2 (0.80%) TIBCO