Period
to 21 October 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 21 October 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
21 Oct 2017
Same period 2016 Same period 2015
Rank 847 960 730
Rank change year-on-year +113 -230 +56
Permanent jobs citing Teradata 337 262 638
As % of all permanent IT jobs advertised in the UK 0.19% 0.14% 0.29%
As % of the Vendors category 0.44% 0.31% 0.63%
Number of salaries quoted 191 190 496
UK median annual salary £60,000 £57,500 £57,500
Median salary % change year-on-year +4.35% - -4.17%
10th Percentile £37,500 £37,500 £35,000
90th Percentile £87,500 £83,750 £86,875
UK excluding London median annual salary £50,000 £55,000 £47,500
% change year-on-year -9.09% +15.79% -9.52%

Teradata is in the Vendor Products and Services category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for knowledge or experience of vendor products and services.

All Vendors
UK
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 77246 83771 100801
As % of all permanent IT jobs advertised in the UK 44.38% 43.84% 46.01%
Number of salaries quoted 59718 67614 81968
UK median annual salary £47,500 £46,000 £45,000
Median salary % change year-on-year +3.26% +2.22% -
10th Percentile £26,250 £26,250 £26,250
90th Percentile £75,000 £75,000 £75,000
UK excluding London median annual salary £42,500 £42,000 £40,000
% change year-on-year +1.19% +5.00% -

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 21 October 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 21 October 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 +52 228 £60,000 +4.35% 22
UK excluding London +91 203 £50,000 -9.09% 9
London +58 134 £70,000 +12.90% 15
Scotland +78 107 £50,000 -33.33% 1
North of England +35 56 £49,000 -14.78%
North West +6 56 £49,000 -14.78%
South East +13 15 £52,500 -4.55% 1
East of England +4 14 £70,000 +27.27% 2
South West -3 6 £31,000 -27.91% 2
Midlands +41 3 £40,000 -20.00% 2
Wales +19 3 £52,500 +31.25% 1
East Midlands - 2 £50,000 - 1
West Midlands +16 1 £22,500 -55.00% 1

For the 6 months to 21 October 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.

1 198 (58.75%) Oracle
2 193 (57.27%) SQL
3 186 (55.19%) Business Intelligence
4 163 (48.37%) Finance
5 136 (40.36%) ETL
6 120 (35.61%) SAS
7 117 (34.72%) Data Warehouse
8 103 (30.56%) Banking
9 97 (28.78%) Hadoop
9 97 (28.78%) Analytics
10 96 (28.49%) Analytical Skills
11 94 (27.89%) Data Management
12 93 (27.60%) Big Data
13 92 (27.30%) Informatica
14 88 (26.11%) Agile Software Development
15 80 (23.74%) Tableau
16 73 (21.66%) SQL Server
17 70 (20.77%) Infrastructure Management
18 69 (20.47%) Stakeholder Management
19 62 (18.40%) Data Modelling
20 59 (17.51%) Python
21 58 (17.21%) MicroStrategy
21 58 (17.21%) QlikView
22 49 (14.54%) Mentoring
23 48 (14.24%) Cognos
24 47 (13.95%) Netezza
24 47 (13.95%) Data Quality
25 46 (13.65%) Java
26 44 (13.06%) Unix
27 43 (12.76%) SAP

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
1 120 (35.61%) SAS
2 29 (8.61%) Apache Spark
3 15 (4.45%) Apache
4 14 (4.15%) SharePoint
5 9 (2.67%) WebSphere
6 7 (2.08%) Apache Pig
6 7 (2.08%) Oracle SOA Suite
7 6 (1.78%) Confluence
8 3 (0.89%) Elasticsearch
8 3 (0.89%) JBoss
8 3 (0.89%) WebLogic
9 2 (0.59%) Apache Solr
9 2 (0.59%) Tomcat
Applications
1 19 (5.64%) SPSS
2 14 (4.15%) Microsoft Excel
3 5 (1.48%) Microsoft Project
4 3 (0.89%) Microsoft Office
4 3 (0.89%) MS Visio
Business Applications
1 7 (2.08%) Cognos Business Intelligence
2 5 (1.48%) SAP HR
3 4 (1.19%) BusinessWorks
4 2 (0.59%) Adobe Campaign
5 1 (0.30%) OpenText VIM for SAP
5 1 (0.30%) SAP CO
5 1 (0.30%) SAP FI
5 1 (0.30%) SAP FI/CO
5 1 (0.30%) Unica
Cloud Services
1 36 (10.68%) Amazon AWS
2 21 (6.23%) Cloud Computing
3 10 (2.97%) Google Cloud Platform
3 10 (2.97%) Microsoft Azure
3 10 (2.97%) OpenShift
4 7 (2.08%) Amazon EMR
5 6 (1.78%) GitHub
6 5 (1.48%) Amazon Kinesis
6 5 (1.48%) IaaS
6 5 (1.48%) Oracle Service Cloud
6 5 (1.48%) PaaS
6 5 (1.48%) SaaS
7 3 (0.89%) Amazon EC2
7 3 (0.89%) Basecamp
7 3 (0.89%) Trello
8 2 (0.59%) Adobe Analytics
8 2 (0.59%) Amazon S3
8 2 (0.59%) Google Analytics
9 1 (0.30%) CloudBees
9 1 (0.30%) Cortana Intelligence Suite
Communications & Networking
1 3 (0.89%) Internet
2 2 (0.59%) HTTP
2 2 (0.59%) LDAP
2 2 (0.59%) SSL
Database & Business Intelligence
1 117 (34.72%) Data Warehouse
2 97 (28.78%) Hadoop
3 93 (27.60%) Big Data
4 73 (21.66%) SQL Server
5 58 (17.21%) QlikView
6 39 (11.57%) Relational Database
6 39 (11.57%) SQL Server Integration Services
7 37 (10.98%) Data Mining
8 30 (8.90%) Oracle Database
9 29 (8.61%) RDBMS
10 28 (8.31%) Apache Hive
10 28 (8.31%) MongoDB
11 27 (8.01%) DB2
12 26 (7.72%) BusinessObjects
13 17 (5.04%) BODI
13 17 (5.04%) DataStage
13 17 (5.04%) NoSQL
13 17 (5.04%) Oracle OWB
14 14 (4.15%) HBase
14 14 (4.15%) PowerCenter
Development Applications
1 14 (4.15%) JIRA
2 11 (3.26%) ERwin
3 10 (2.97%) SQL Server Management Studio (SSMS)
4 9 (2.67%) Talend Open Studio
5 5 (1.48%) Bitbucket
6 3 (0.89%) Visual Studio
7 2 (0.59%) Eclipse
7 2 (0.59%) Jenkins
7 2 (0.59%) XMLSpy
8 1 (0.30%) ClearCase
8 1 (0.30%) Git (software)
8 1 (0.30%) MSI
8 1 (0.30%) Selenium
8 1 (0.30%) SonarQube
8 1 (0.30%) Subversion
8 1 (0.30%) TeamCity
General
1 163 (48.37%) Finance
2 103 (30.56%) Banking
3 32 (9.50%) Retail
4 31 (9.20%) Retail Banking
5 18 (5.34%) Marketing
6 6 (1.78%) Telecoms
7 5 (1.48%) Manufacturing
8 4 (1.19%) Advertising
8 4 (1.19%) Electronics
8 4 (1.19%) Financial Institution
8 4 (1.19%) Games
8 4 (1.19%) General Ledger
9 3 (0.89%) Legal
10 1 (0.30%) Back Office
10 1 (0.30%) Corporate Banking
10 1 (0.30%) Investment Banking
10 1 (0.30%) Spanish Language
Job Titles
1 78 (23.15%) Developer
2 75 (22.26%) Consultant
3 62 (18.40%) Analyst
4 50 (14.84%) Data Analyst
5 41 (12.17%) Architect
6 34 (10.09%) SQL Analyst
7 33 (9.79%) SQL Data Analyst
8 31 (9.20%) Data Architect
9 27 (8.01%) Data Warehouse Developer
10 25 (7.42%) Business Intelligence Consultant
11 21 (6.23%) Data Consultant
11 21 (6.23%) Teradata Consultant
12 18 (5.34%) Business Consultant
12 18 (5.34%) Senior Developer
13 16 (4.75%) Senior Analyst
14 15 (4.45%) Senior Data Analyst
15 14 (4.15%) Data Scientist
15 14 (4.15%) ETL Consultant
15 14 (4.15%) Senior Data Warehouse Developer
15 14 (4.15%) Solutions Architect
Libraries, Frameworks & Software Standards
1 13 (3.86%) Kafka
2 11 (3.26%) Middleware
2 11 (3.26%) Web Services
3 10 (2.97%) HTML
4 9 (2.67%) AngularJS
5 8 (2.37%) .NET
6 7 (2.08%) RESTful
7 6 (1.78%) CSS
7 6 (1.78%) D3.js
7 6 (1.78%) Node.js
7 6 (1.78%) Oracle GoldenGate
7 6 (1.78%) XML
8 5 (1.48%) HTML5
8 5 (1.48%) React
9 4 (1.19%) IBM Integration Bus
9 4 (1.19%) JSON
10 3 (0.89%) JSP
11 2 (0.59%) MDX
11 2 (0.59%) XSD
11 2 (0.59%) XSLT
Miscellaneous
1 96 (28.49%) Analytical Skills
2 23 (6.82%) Computer Science
3 16 (4.75%) Algorithms
4 12 (3.56%) Virtual Team
5 9 (2.67%) Greenfield Project
6 8 (2.37%) Credit Risk
6 8 (2.37%) Data Structures
7 6 (1.78%) Management Information System
8 5 (1.48%) DataPower
8 5 (1.48%) Fintech
8 5 (1.48%) PMI
8 5 (1.48%) User Experience
9 4 (1.19%) Clustering
10 3 (0.89%) Internet of Things
11 2 (0.59%) Digital Media
11 2 (0.59%) Reference Data
11 2 (0.59%) Taxonomies
12 1 (0.30%) Blog
12 1 (0.30%) Mainframe
12 1 (0.30%) Marketing Technology
Operating Systems
1 44 (13.06%) Unix
2 31 (9.20%) Linux
3 24 (7.12%) Windows
4 6 (1.78%) AIX
5 2 (0.59%) Solaris
Processes & Methodologies
1 186 (55.19%) Business Intelligence
2 136 (40.36%) ETL
3 97 (28.78%) Analytics
4 94 (27.89%) Data Management
5 88 (26.11%) Agile Software Development
6 70 (20.77%) Infrastructure Management
7 69 (20.47%) Stakeholder Management
8 62 (18.40%) Data Modelling
9 49 (14.54%) Mentoring
10 39 (11.57%) Visualisation
11 38 (11.28%) People Management
12 32 (9.50%) Data Analysis
13 31 (9.20%) ITIL
14 26 (7.72%) Master Data Management
15 24 (7.12%) Data Analytics
15 24 (7.12%) Data Governance
15 24 (7.12%) Open Source
16 22 (6.53%) Data Visualisation
16 22 (6.53%) Machine Learning
17 20 (5.93%) Data Extraction
Programming Languages
1 193 (57.27%) SQL
2 59 (17.51%) Python
3 46 (13.65%) Java
4 42 (12.46%) R
5 15 (4.45%) PL/SQL
6 14 (4.15%) Scala
7 13 (3.86%) JavaScript
7 13 (3.86%) PHP
8 10 (2.97%) Perl
9 9 (2.67%) Shell Script
10 5 (1.48%) C#
10 5 (1.48%) C++
10 5 (1.48%) PowerShell
11 2 (0.59%) Bash Shell
11 2 (0.59%) T-SQL
11 2 (0.59%) VBA
12 1 (0.30%) Korn
Qualifications
1 40 (11.87%) Degree
2 17 (5.04%) Master's Degree
3 13 (3.86%) Computer Science Degree
4 5 (1.48%) PMI Certification
5 1 (0.30%) APMP
5 1 (0.30%) PhD
5 1 (0.30%) SC Cleared
5 1 (0.30%) Security Cleared
Quality Assurance & Compliance
1 47 (13.95%) Data Quality
2 6 (1.78%) QA
3 3 (0.89%) GCP
3 3 (0.89%) SLA
4 2 (0.59%) Basel III
5 1 (0.30%) COBIT
5 1 (0.30%) GDPR
System Software
1 9 (2.67%) HDFS
2 4 (1.19%) Apache Flume
3 2 (0.59%) Active Directory
3 2 (0.59%) Docker
Systems Management
1 10 (2.97%) Ganglia
2 7 (2.08%) Tivoli
3 2 (0.59%) Hadoop YARN
4 1 (0.30%) Ansible
4 1 (0.30%) Oozie
4 1 (0.30%) Opscode Chef
Vendors
1 198 (58.75%) Oracle
2 92 (27.30%) Informatica
3 80 (23.74%) Tableau
4 58 (17.21%) MicroStrategy
5 48 (14.24%) Cognos
6 47 (13.95%) Netezza
7 43 (12.76%) SAP
8 39 (11.57%) Microsoft
9 37 (10.98%) IBM
10 20 (5.93%) Cloudera
11 13 (3.86%) Google
12 12 (3.56%) Ab Initio
12 12 (3.56%) Alteryx
12 12 (3.56%) Sybase
13 10 (2.97%) ServiceNow
14 9 (2.67%) Talend
15 8 (2.37%) MapR
15 8 (2.37%) Vertica
16 7 (2.08%) Hortonworks
16 7 (2.08%) Verint