Period
to 20 August 2017

The table below provides summary statistics for permanent job vacancies with a requirement for knowledge and experience of Teradata products and/or services. Included is a benchmarking guide to the salaries offered in vacancies that have cited Teradata over the 6 months to 20 August 2017 with a comparison to the same period in the previous 2 years.

The figures below represent the IT labour market in general and are not representative of salaries within Teradata.

Teradata
UK
6 months to
20 Aug 2017
Same period 2016 Same period 2015
Rank 871 964 719
Rank change year-on-year +93 -245 +85
Permanent jobs citing Teradata 308 305 656
As % of all permanent IT jobs advertised in the UK 0.18% 0.15% 0.30%
As % of the Vendors category 0.39% 0.35% 0.65%
Number of salaries quoted 185 202 546
UK median annual salary £62,500 £57,500 £60,000
Median salary % change year-on-year +8.70% -4.17% -4.00%
10th Percentile £37,500 £37,625 £35,000
90th Percentile £93,500 £82,250 £90,000
UK excluding London median annual salary £55,000 £53,750 £50,000
% change year-on-year +2.33% +7.50% -9.09%

Teradata is in the vendor products and services category. The following table is for comparison with the above and provides summary statistics for all vendor product and service related skills in permanent job vacancies.

Vendor Product & Service Skills
UK
Permanent job vacancies with a requirement for skills associated with vendor products and/or services 78202 87660 100717
As % of all permanent IT job vacancies advertised in the UK 44.52% 44.46% 46.44%
Number of salaries quoted 60958 71279 81325
UK median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £26,250 £26,250 £26,250
90th Percentile £75,000 £75,000 £75,000
UK excluding London median annual salary £42,500 £41,500 £40,000
% change year-on-year +2.41% +3.75% -

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
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Teradata.

Salary trend for Teradata in the UK

Teradata
Salary Histogram

The salary distribution of IT jobs citing Teradata over the 6 months to 20 August 2017.

Salary histogram for Teradata in the UK

Teradata
Top 13 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Teradata within the UK over the 6 months to 20 August 2017. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +20 222 £65,000 +8.33% 23
UK excluding London +88 178 £55,000 +2.33% 11
London +28 130 £70,000 +12.00% 14
Scotland +82 86 £60,000 +14.29% 2
North of England +5 50 £50,000 -9.09% 5
North West -4 50 £50,000 -11.11% 3
East of England +2 22 £75,000 +15.38% 2
South East +36 10 £35,000 -36.36%
South West +2 8 £40,000 -6.98% 2
Midlands +17 2 £43,750 -7.89%
West Midlands +20 1 £47,500 -
Wales +12 1 £45,000 +12.50%
East Midlands - 1 £40,000 -

For the 6 months to 20 August 2017, IT jobs citing Teradata also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for Teradata.

1 180 (58.44%) Oracle
2 167 (54.22%) SQL
3 161 (52.27%) Finance
4 148 (48.05%) Business Intelligence
5 125 (40.58%) SAS
6 121 (39.29%) ETL
7 107 (34.74%) Data Warehouse
8 100 (32.47%) Agile Software Development
9 90 (29.22%) Analytics
10 89 (28.90%) Analytical Skills
11 88 (28.57%) Big Data
12 84 (27.27%) Banking
13 81 (26.30%) Hadoop
14 76 (24.68%) Data Management
15 72 (23.38%) Data Modelling
16 70 (22.73%) Stakeholder Management
17 66 (21.43%) Informatica
17 66 (21.43%) Tableau
18 58 (18.83%) Python
19 56 (18.18%) MicroStrategy
20 55 (17.86%) SQL Server
21 52 (16.88%) Infrastructure Management
22 51 (16.56%) QlikView
22 51 (16.56%) Retail
23 49 (15.91%) Java
23 49 (15.91%) Mentoring
24 47 (15.26%) Relational Database
24 47 (15.26%) Microsoft
25 46 (14.94%) Netezza
26 42 (13.64%) R

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
1 125 (40.58%) SAS
2 27 (8.77%) Apache Spark
3 18 (5.84%) Apache
4 12 (3.90%) SharePoint
5 11 (3.57%) Oracle SOA Suite
6 10 (3.25%) Apache Pig
7 9 (2.92%) Apache Solr
8 8 (2.60%) WebSphere
9 6 (1.95%) Elasticsearch
10 3 (0.97%) JBoss
10 3 (0.97%) WebLogic
11 2 (0.65%) Confluence
11 2 (0.65%) Tomcat
12 1 (0.32%) Oracle Workflow
Applications
1 18 (5.84%) SPSS
2 9 (2.92%) Microsoft Excel
3 6 (1.95%) Microsoft Office
3 6 (1.95%) Microsoft Project
4 3 (0.97%) Microsoft PowerPoint
4 3 (0.97%) MS Visio
5 1 (0.32%) Spreadsheet
Business Applications
1 5 (1.62%) SAP HR
2 4 (1.30%) BusinessWorks
2 4 (1.30%) Cognos Business Intelligence
3 3 (0.97%) Adobe Campaign
3 3 (0.97%) Unica
4 2 (0.65%) Eloqua
5 1 (0.32%) OpenText VIM for SAP
5 1 (0.32%) SAP CO
5 1 (0.32%) SAP FI
5 1 (0.32%) SAP FI/CO
Cloud Services
1 27 (8.77%) Amazon AWS
2 24 (7.79%) Cloud Computing
3 9 (2.92%) Microsoft Azure
4 7 (2.27%) Amazon EMR
5 5 (1.62%) Google Cloud Platform
5 5 (1.62%) Oracle Service Cloud
5 5 (1.62%) SaaS
6 2 (0.65%) Adobe Analytics
6 2 (0.65%) Amazon EC2
6 2 (0.65%) Amazon S3
6 2 (0.65%) Google Analytics
6 2 (0.65%) OpenShift
7 1 (0.32%) Amazon Kinesis
7 1 (0.32%) CloudBees
7 1 (0.32%) Cortana Intelligence Suite
7 1 (0.32%) IaaS
7 1 (0.32%) PaaS
Communications & Networking
1 7 (2.27%) Internet
2 3 (0.97%) SSL
3 2 (0.65%) HTTP
3 2 (0.65%) LDAP
Database & Business Intelligence
1 107 (34.74%) Data Warehouse
2 88 (28.57%) Big Data
3 81 (26.30%) Hadoop
4 55 (17.86%) SQL Server
5 51 (16.56%) QlikView
6 47 (15.26%) Relational Database
7 37 (12.01%) RDBMS
8 30 (9.74%) Oracle Database
9 29 (9.42%) Apache Hive
10 28 (9.09%) Data Mining
11 24 (7.79%) DB2
12 23 (7.47%) BusinessObjects
12 23 (7.47%) SQL Server Integration Services
13 22 (7.14%) MongoDB
14 17 (5.52%) HBase
15 16 (5.19%) Oracle ODI
16 15 (4.87%) NoSQL
17 14 (4.55%) Apache Cassandra
18 13 (4.22%) PowerCenter
19 11 (3.57%) Oracle Reports
Development Applications
1 14 (4.55%) ERwin
2 9 (2.92%) Talend Open Studio
3 8 (2.60%) JIRA
4 3 (0.97%) Jenkins
5 2 (0.65%) Selenium
5 2 (0.65%) SonarQube
5 2 (0.65%) SQL Server Management Studio (SSMS)
6 1 (0.32%) ClearCase
6 1 (0.32%) Git (software)
6 1 (0.32%) MSI
6 1 (0.32%) Subversion
6 1 (0.32%) Team Foundation Server
6 1 (0.32%) TeamCity
General
1 161 (52.27%) Finance
2 84 (27.27%) Banking
3 51 (16.56%) Retail
4 20 (6.49%) Retail Banking
5 19 (6.17%) Marketing
6 5 (1.62%) Advertising
7 4 (1.30%) Financial Institution
7 4 (1.30%) General Ledger
8 2 (0.65%) Games
9 1 (0.32%) Corporate Banking
9 1 (0.32%) Law
9 1 (0.32%) Manufacturing
9 1 (0.32%) Telecoms
Job Titles
1 76 (24.68%) Developer
2 66 (21.43%) Consultant
3 52 (16.88%) Architect
4 40 (12.99%) Analyst
4 40 (12.99%) Data Architect
5 32 (10.39%) Data Warehouse Developer
6 27 (8.77%) Data Analyst
7 25 (8.12%) Business Intelligence Consultant
7 25 (8.12%) Senior Developer
8 23 (7.47%) SQL Analyst
9 22 (7.14%) SQL Data Analyst
10 21 (6.82%) Senior Data Warehouse Developer
11 19 (6.17%) Business Consultant
12 17 (5.52%) Big Data Architect
12 17 (5.52%) Data Consultant
13 16 (5.19%) Teradata Consultant
14 15 (4.87%) Data Scientist
15 14 (4.55%) Hadoop Architect
16 13 (4.22%) Analytics Manager
16 13 (4.22%) Data Analytics Manager
Libraries, Frameworks & Software Standards
1 22 (7.14%) Kafka
2 9 (2.92%) AngularJS
3 8 (2.60%) HTML
4 7 (2.27%) .NET
4 7 (2.27%) Node.js
4 7 (2.27%) XML
5 6 (1.95%) D3.js
5 6 (1.95%) Web Services
6 4 (1.30%) IBM Integration Bus
6 4 (1.30%) JSON
6 4 (1.30%) JSP
7 3 (0.97%) Java EE
7 3 (0.97%) RESTful
8 2 (0.65%) HTML5
8 2 (0.65%) JSON Schema
8 2 (0.65%) MDX
8 2 (0.65%) React
8 2 (0.65%) Spring Security
8 2 (0.65%) XSD
8 2 (0.65%) XSLT
Miscellaneous
1 89 (28.90%) Analytical Skills
2 22 (7.14%) Computer Science
3 16 (5.19%) Algorithms
4 11 (3.57%) Virtual Team
5 8 (2.60%) Data Structures
6 7 (2.27%) Credit Risk
6 7 (2.27%) Internet of Things
6 7 (2.27%) Management Information System
7 6 (1.95%) Greenfield Project
7 6 (1.95%) PMI
7 6 (1.95%) Public Cloud
8 5 (1.62%) DataPower
8 5 (1.62%) Digital Media
9 3 (0.97%) Enterprise Software
9 3 (0.97%) Taxonomies
10 2 (0.65%) User Experience
11 1 (0.32%) Fintech
11 1 (0.32%) Mainframe
Operating Systems
1 29 (9.42%) Linux
2 22 (7.14%) Unix
3 11 (3.57%) Windows
4 4 (1.30%) AIX
5 2 (0.65%) Solaris
Processes & Methodologies
1 148 (48.05%) Business Intelligence
2 121 (39.29%) ETL
3 100 (32.47%) Agile Software Development
4 90 (29.22%) Analytics
5 76 (24.68%) Data Management
6 72 (23.38%) Data Modelling
7 70 (22.73%) Stakeholder Management
8 52 (16.88%) Infrastructure Management
9 49 (15.91%) Mentoring
10 39 (12.66%) People Management
11 31 (10.06%) Visualisation
12 29 (9.42%) Data Strategy
13 24 (7.79%) Machine Learning
13 24 (7.79%) Open Source
13 24 (7.79%) Scrum
14 23 (7.47%) Data Visualisation
14 23 (7.47%) Master Data Management
15 22 (7.14%) CRM
15 22 (7.14%) Data Architecture
15 22 (7.14%) Information Management
Programming Languages
1 167 (54.22%) SQL
2 58 (18.83%) Python
3 49 (15.91%) Java
4 42 (13.64%) R
5 27 (8.77%) PL/SQL
6 18 (5.84%) PHP
7 15 (4.87%) Shell Script
8 13 (4.22%) Scala
9 10 (3.25%) JavaScript
9 10 (3.25%) Perl
10 6 (1.95%) C++
11 4 (1.30%) C#
12 2 (0.65%) Bash Shell
12 2 (0.65%) C
12 2 (0.65%) PowerShell
12 2 (0.65%) T-SQL
12 2 (0.65%) VBA
13 1 (0.32%) Korn
13 1 (0.32%) MATLAB
13 1 (0.32%) SAS Macro
Qualifications
1 41 (13.31%) Degree
2 20 (6.49%) Master's Degree
3 6 (1.95%) PMI Certification
4 2 (0.65%) Computer Science Degree
4 2 (0.65%) SC Cleared
4 2 (0.65%) Security Cleared
5 1 (0.32%) PhD
5 1 (0.32%) Postgraduate
Quality Assurance & Compliance
1 41 (13.31%) Data Quality
2 8 (2.60%) QA
3 4 (1.30%) IAS 39
3 4 (1.30%) IFRS
3 4 (1.30%) IFRS 9
4 3 (0.97%) GCP
5 1 (0.32%) GDPR
5 1 (0.32%) Sarbanes-Oxley
System Software
1 8 (2.60%) HDFS
2 5 (1.62%) Apache Flume
3 2 (0.65%) Active Directory
4 1 (0.32%) Docker
Systems Management
1 17 (5.52%) Tivoli
2 2 (0.65%) Ganglia
2 2 (0.65%) MOM
3 1 (0.32%) Hadoop YARN
3 1 (0.32%) Oozie
3 1 (0.32%) Opscode Chef
Vendors
1 180 (58.44%) Oracle
2 66 (21.43%) Informatica
2 66 (21.43%) Tableau
3 56 (18.18%) MicroStrategy
4 47 (15.26%) Microsoft
5 46 (14.94%) Netezza
6 37 (12.01%) Cognos
7 35 (11.36%) IBM
8 32 (10.39%) SAP
9 14 (4.55%) Google
10 13 (4.22%) Ab Initio
10 13 (4.22%) Hortonworks
11 9 (2.92%) Talend
12 8 (2.60%) MapR
12 8 (2.60%) TIBCO
13 7 (2.27%) Cisco
13 7 (2.27%) Cloudera
13 7 (2.27%) Sybase
13 7 (2.27%) Verint
14 6 (1.95%) Adobe