Period
to 17 July 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 17 July 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
17 Jul 2018
Same period 2017 Same period 2016
Rank 608 568 523
Rank change year-on-year -40 -45 -53
Contract jobs citing Teradata 280 285 416
As % of all contract IT jobs advertised in the UK 0.27% 0.30% 0.38%
As % of the Vendors category 0.65% 0.68% 0.85%
Number of daily rates quoted 180 194 312
UK median daily rate £438 £450 £460
Median daily rate % change year-on-year -2.78% -2.17% +2.22%
10th Percentile £333 £325 £306
90th Percentile £588 £604 £724
UK excluding London median daily rate £435 £450 £450
% change year-on-year -3.33% - -
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 43,337 41,649 49,033
As % of all contract IT jobs advertised in the UK 41.81% 43.85% 44.52%
Number of daily rates quoted 26,847 25,425 30,024
UK median daily rate £450 £425 £413
Median daily rate % change year-on-year +5.88% +3.03% +3.13%
10th Percentile £250 £250 £245
90th Percentile £625 £600 £588
UK excluding London median daily rate £413 £400 £388
% change year-on-year +3.13% +3.23% +3.33%
Number of hourly rates quoted 1,585 1,438 1,629
UK median hourly rate £17.50 £17.00 £17.50
Median hourly rate % change year-on-year +2.94% -2.86% -
10th Percentile £11.00 £10.47 £10.00
90th Percentile £47.07 £47.50 £45.00
UK excluding London median hourly rate £16.50 £16.47 £17.50
% change year-on-year +0.21% -5.91% +2.94%

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 17 July 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 14 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 17 July 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 -14 229 £438 -2.78% 36
UK excluding London +10 199 £435 -3.33% 26
London -93 80 £467 -3.46% 14
South West +30 66 £415 -2.35% 13
Scotland -52 38 £435 -3.33% 2
North of England +5 35 £375 +1.01% 3
North West -3 26 £400 +8.47% 3
East of England +25 23 £525 +12.00% 1
South East -32 15 £465 +5.68% 5
Wales -17 12 £558 +11.50% 2
Midlands -7 11 £380 -15.56%
Yorkshire -5 9 £350 -15.66%
East Midlands +4 7 £380 -27.62%
West Midlands -21 4 £375 -16.67%

For the 6 months to 17 July 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.

1 197 (70.36%) SQL
2 133 (47.50%) Finance
3 98 (35.00%) Oracle
4 95 (33.93%) Agile Software Development
5 93 (33.21%) Data Warehouse
6 88 (31.43%) ETL
7 87 (31.07%) Banking
7 87 (31.07%) Hadoop
8 79 (28.21%) SQL Server
9 76 (27.14%) Business Intelligence
10 72 (25.71%) Relational Database
11 68 (24.29%) Analytics
12 66 (23.57%) Data Modelling
13 64 (22.86%) SAS
14 61 (21.79%) Data Quality
15 55 (19.64%) Analytical Skills
16 53 (18.93%) Migration
17 50 (17.86%) Problem-Solving
18 49 (17.50%) DataStage
19 48 (17.14%) Big Data
20 47 (16.79%) Python
20 47 (16.79%) Data Analysis
21 46 (16.43%) Microsoft Azure
22 44 (15.71%) Stakeholder Management
23 41 (14.64%) DB2
24 39 (13.93%) IBM InfoSphere
25 37 (13.21%) IBM
26 34 (12.14%) Tableau
27 33 (11.79%) Informatica
27 33 (11.79%) PostgreSQL

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 64 (22.86%) SAS
2 14 (5.00%) Apache Spark
3 12 (4.29%) PowerExchange
4 3 (1.07%) Apache Pig
4 3 (1.07%) Confluence
5 2 (0.71%) SharePoint
6 1 (0.36%) IBM Domino
Applications
1 19 (6.79%) Microsoft Excel
2 6 (2.14%) Microsoft PowerPoint
3 4 (1.43%) SPSS
4 1 (0.36%) Stata
Business Applications
1 3 (1.07%) HFM
1 3 (1.07%) Hyperion Planning
1 3 (1.07%) Oracle ERP
2 2 (0.71%) Adobe Campaign
2 2 (0.71%) Unica
Cloud Services
1 46 (16.43%) Microsoft Azure
2 27 (9.64%) Amazon AWS
3 5 (1.79%) Google Cloud Platform
4 3 (1.07%) Adobe Analytics
4 3 (1.07%) Google Analytics
4 3 (1.07%) PaaS
5 2 (0.71%) Amazon EMR
5 2 (0.71%) iPaaS
6 1 (0.36%) Azure Machine Learning
6 1 (0.36%) Boomi
6 1 (0.36%) GitHub
6 1 (0.36%) IaaS
6 1 (0.36%) SaaS
Communications & Networking
1 13 (4.64%) FTP
2 9 (3.21%) SMS
3 3 (1.07%) PuTTY
4 2 (0.71%) Kerberos
4 2 (0.71%) SSL
5 1 (0.36%) Internet
Database & Business Intelligence
1 93 (33.21%) Data Warehouse
2 87 (31.07%) Hadoop
3 79 (28.21%) SQL Server
4 72 (25.71%) Relational Database
5 49 (17.50%) DataStage
6 48 (17.14%) Big Data
7 41 (14.64%) DB2
8 39 (13.93%) IBM InfoSphere
9 33 (11.79%) PostgreSQL
10 31 (11.07%) RDBMS
11 29 (10.36%) SQL Server Integration Services
12 26 (9.29%) NoSQL
13 23 (8.21%) BusinessObjects
14 21 (7.50%) Data Lake
14 21 (7.50%) Enterprise Data Warehouse
14 21 (7.50%) Redis
15 17 (6.07%) Apache Hive
15 17 (6.07%) Oracle Database
15 17 (6.07%) QlikView
16 16 (5.71%) QualityStage
Development Applications
1 17 (6.07%) Visual Studio
2 13 (4.64%) ERwin
3 6 (2.14%) JIRA
4 5 (1.79%) Jenkins
5 3 (1.07%) Git (software)
5 3 (1.07%) Toad
6 2 (0.71%) Maven
6 2 (0.71%) ProC
6 2 (0.71%) Sonatype Nexus
7 1 (0.36%) Hudson
7 1 (0.36%) RStudio
7 1 (0.36%) Selenium
7 1 (0.36%) Team Foundation Server
7 1 (0.36%) WebDriver
General
1 133 (47.50%) Finance
2 87 (31.07%) Banking
3 26 (9.29%) Retail Banking
4 17 (6.07%) Retail
5 16 (5.71%) Marketing
6 10 (3.57%) Telecoms
7 6 (2.14%) Corporate Banking
7 6 (2.14%) Manufacturing
8 5 (1.79%) Electronics
9 4 (1.43%) Investment Banking
10 3 (1.07%) Billing
11 2 (0.71%) Legal
11 2 (0.71%) Publishing
12 1 (0.36%) Automotive
12 1 (0.36%) Financial Institution
Job Titles
1 128 (45.71%) Developer
2 68 (24.29%) Analyst
3 44 (15.71%) Data Analyst
4 36 (12.86%) Architect
5 27 (9.64%) DataStage Developer
6 23 (8.21%) ETL Developer
7 21 (7.50%) Lead Developer
8 17 (6.07%) SQL Analyst
9 16 (5.71%) Data Architect
9 16 (5.71%) DataStage ETL Developer
9 16 (5.71%) Teradata Developer
10 15 (5.36%) SAS Developer
11 12 (4.29%) Business Intelligence Developer
11 12 (4.29%) Informatica Developer
12 11 (3.93%) Business Analyst
12 11 (3.93%) Data Warehouse Developer
12 11 (3.93%) Database Architect
12 11 (3.93%) SQL Data Analyst
12 11 (3.93%) Teradata Analyst
13 10 (3.57%) Data Engineer
Libraries, Frameworks & Software Standards
1 19 (6.79%) .NET
1 19 (6.79%) ASP.NET
2 17 (6.07%) .NET Framework
2 17 (6.07%) Entity Framework
2 17 (6.07%) Web Services
3 14 (5.00%) .NET Core
4 13 (4.64%) XML
4 13 (4.64%) XML Schema
5 11 (3.93%) Kafka
6 9 (3.21%) Middleware
7 3 (1.07%) RabbitMQ
8 1 (0.36%) CGI
8 1 (0.36%) COM
8 1 (0.36%) J2EE
8 1 (0.36%) Regular Expression
8 1 (0.36%) scikit-learn
8 1 (0.36%) XSL
Miscellaneous
1 55 (19.64%) Analytical Skills
2 16 (5.71%) Management Information System
3 14 (5.00%) Data Structures
4 5 (1.79%) Replication
5 4 (1.43%) Algorithms
5 4 (1.43%) Computer Science
5 4 (1.43%) Mainframe
6 3 (1.07%) Data Protection Act
6 3 (1.07%) Greenfield Project
6 3 (1.07%) Hybrid Cloud
7 2 (0.71%) Blog
7 2 (0.71%) Fintech
7 2 (0.71%) Reference Data
7 2 (0.71%) Robotics
7 2 (0.71%) Self-Motivation
8 1 (0.36%) Credit Risk
8 1 (0.36%) Data Centre
8 1 (0.36%) Reinsurance
Operating Systems
1 25 (8.93%) Unix
2 19 (6.79%) Linux
3 7 (2.50%) Windows
3 7 (2.50%) Windows Server
4 2 (0.71%) SUSE Linux Enterprise Server
5 1 (0.36%) AIX
Processes & Methodologies
1 95 (33.93%) Agile Software Development
2 88 (31.43%) ETL
3 76 (27.14%) Business Intelligence
4 68 (24.29%) Analytics
5 66 (23.57%) Data Modelling
6 53 (18.93%) Migration
7 50 (17.86%) Problem-Solving
8 47 (16.79%) Data Analysis
9 44 (15.71%) Stakeholder Management
10 30 (10.71%) Data Management
11 29 (10.36%) Visualisation
12 27 (9.64%) Data Migration
13 26 (9.29%) Data Integration
14 24 (8.57%) Data Governance
15 22 (7.86%) Data Analytics
16 20 (7.14%) SDLC
17 18 (6.43%) Data Visualisation
17 18 (6.43%) Logistics
17 18 (6.43%) Project Management
18 17 (6.07%) ETL Development
Programming Languages
1 197 (70.36%) SQL
2 47 (16.79%) Python
3 28 (10.00%) PL/SQL
4 22 (7.86%) R
5 20 (7.14%) C#
6 13 (4.64%) C++
6 13 (4.64%) PowerShell
6 13 (4.64%) Ruby
6 13 (4.64%) Shell Script
7 11 (3.93%) Java
8 8 (2.86%) VBA
9 7 (2.50%) Scala
10 6 (2.14%) T-SQL
11 5 (1.79%) Bash Shell
12 3 (1.07%) C
12 3 (1.07%) F#
13 2 (0.71%) Perl
13 2 (0.71%) PROC SQL
13 2 (0.71%) VB.NET
14 1 (0.36%) VB
Qualifications
1 21 (7.50%) Security Cleared
2 16 (5.71%) SC Cleared
3 12 (4.29%) Degree
4 3 (1.07%) Computer Science Degree
4 3 (1.07%) DV Cleared
5 1 (0.36%) BPSS Clearance
5 1 (0.36%) Numerate Degree
5 1 (0.36%) PRINCE2 Certification
Quality Assurance & Compliance
1 61 (21.79%) Data Quality
2 16 (5.71%) GDPR
3 1 (0.36%) Basel II
3 1 (0.36%) GCP
3 1 (0.36%) QA
3 1 (0.36%) Sarbanes-Oxley
System Software
1 17 (6.07%) Docker
2 4 (1.43%) Tivoli Workload Scheduler
3 3 (1.07%) Apache Flume
3 3 (1.07%) HDFS
4 2 (0.71%) Virtual Machines
Systems Management
1 6 (2.14%) Tivoli
2 2 (0.71%) Ambari
2 2 (0.71%) Hadoop YARN
2 2 (0.71%) Oozie
3 1 (0.36%) Oracle Flashback
3 1 (0.36%) Terraform
Vendors
1 98 (35.00%) Oracle
2 37 (13.21%) IBM
3 34 (12.14%) Tableau
4 33 (11.79%) Informatica
5 31 (11.07%) Microsoft
6 19 (6.79%) Netezza
7 10 (3.57%) Ab Initio
7 10 (3.57%) Cognos
7 10 (3.57%) Hortonworks
7 10 (3.57%) SAP
8 9 (3.21%) Citrix
8 9 (3.21%) HP
9 8 (2.86%) CA
9 8 (2.86%) Google
10 7 (2.50%) Cloudera
10 7 (2.50%) MicroStrategy
10 7 (2.50%) Talend
11 6 (2.14%) Datameer
12 5 (1.79%) Adobe
13 3 (1.07%) Hyperion