Period
to 16 July 2018

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 16 July 2018 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
16 Jul 2018
Same period 2017 Same period 2016
Rank 967 894 942
Rank change year-on-year -73 +48 -208
Permanent jobs citing Teradata 217 303 344
As % of all permanent IT jobs advertised in the UK 0.12% 0.17% 0.17%
As % of the Vendors category 0.28% 0.38% 0.38%
Number of salaries quoted 138 199 230
UK median annual salary £55,000 £62,500 £60,000
Median salary % change year-on-year -12.00% +4.17% -
10th Percentile £37,125 £42,350 £38,975
90th Percentile £97,875 £93,750 £85,000
UK excluding London median annual salary £53,750 £60,000 £52,500
% change year-on-year -10.42% +14.29% +5.00%

Teradata is in the Vendor Products and Services category. The following table is for comparison with the above and provides summary statistics for all 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 77,543 78,831 91,618
As % of all permanent IT jobs advertised in the UK 44.06% 44.40% 45.04%
Number of salaries quoted 60,438 62,359 74,596
UK median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% -
10th Percentile £26,750 £26,250 £26,250
90th Percentile £77,500 £75,000 £73,750
UK excluding London median annual salary £42,500 £42,000 £41,500
% change year-on-year +1.19% +1.20% +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 16 July 2018.

Salary histogram for Teradata in the UK

Teradata
Top 14 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 16 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England -48 181 £57,500 -8.00% 37
UK excluding London -20 131 £53,750 -10.42% 27
London -50 81 £65,000 -3.70% 14
North of England +20 41 £52,500 -4.55% 3
North West -7 34 £55,000 - 3
East of England +5 23 £80,000 +6.67% 1
Scotland -66 20 £50,000 -16.67% 2
Midlands +20 14 £50,000 +5.26%
Wales +10 12 £50,000 +11.11% 2
South East -24 11 £58,500 +6.36% 6
South West -8 10 £90,000 +125.00% 13
West Midlands +26 7 £47,500 -
East Midlands +5 7 £52,500 -
Yorkshire - 7 £35,000 -

For the 6 months to 16 July 2018, IT 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 permanent job ads with a requirement for Teradata.

1 132 (60.83%) SQL
2 91 (41.94%) Oracle
3 90 (41.47%) Hadoop
3 90 (41.47%) Analytics
4 89 (41.01%) Business Intelligence
5 73 (33.64%) Big Data
6 71 (32.72%) Data Warehouse
7 66 (30.41%) ETL
7 66 (30.41%) SQL Server
8 65 (29.95%) Python
9 63 (29.03%) Finance
9 63 (29.03%) Agile Software Development
10 58 (26.73%) SAS
11 53 (24.42%) Tableau
12 50 (23.04%) Data Modelling
13 49 (22.58%) Retail
14 48 (22.12%) Relational Database
15 46 (21.20%) Banking
16 43 (19.82%) Analytical Skills
17 40 (18.43%) R
17 40 (18.43%) Data Quality
17 40 (18.43%) Informatica
18 39 (17.97%) MicroStrategy
19 37 (17.05%) Data Management
20 35 (16.13%) DB2
21 33 (15.21%) Stakeholder Management
22 32 (14.75%) RDBMS
22 32 (14.75%) Problem-Solving
23 31 (14.29%) Java
24 30 (13.82%) QlikView

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 58 (26.73%) SAS
2 24 (11.06%) Apache Spark
3 10 (4.61%) Apache
4 7 (3.23%) SharePoint
5 6 (2.76%) WebSphere
6 4 (1.84%) Tuxedo
7 2 (0.92%) MQSeries
7 2 (0.92%) WebLogic
7 2 (0.92%) WebSphere Application Server
8 1 (0.46%) Adobe Experience Manager
8 1 (0.46%) Elasticsearch
8 1 (0.46%) Oracle SOA Suite
Applications
1 14 (6.45%) SPSS
2 9 (4.15%) Microsoft Excel
3 6 (2.76%) MS Visio
4 3 (1.38%) Mathematica
4 3 (1.38%) Microsoft PowerPoint
5 2 (0.92%) Microsoft Office
5 2 (0.92%) Microsoft Project
5 2 (0.92%) Spreadsheet
6 1 (0.46%) CPLEX
Business Applications
1 1 (0.46%) Adobe Campaign
1 1 (0.46%) Exstream
Cloud Services
1 29 (13.36%) Amazon AWS
2 25 (11.52%) Microsoft Azure
3 12 (5.53%) Cloud Computing
4 8 (3.69%) Adobe Analytics
5 3 (1.38%) Amazon S3
5 3 (1.38%) SaaS
6 2 (0.92%) Amazon EMR
6 2 (0.92%) AWS Lambda
6 2 (0.92%) IaaS
6 2 (0.92%) PaaS
6 2 (0.92%) Serverless
7 1 (0.46%) Amazon CloudWatch
Communications & Networking
1 2 (0.92%) FTP
1 2 (0.92%) HTTP
1 2 (0.92%) HTTPS
1 2 (0.92%) SMS
1 2 (0.92%) SSH
Database & Business Intelligence
1 90 (41.47%) Hadoop
2 73 (33.64%) Big Data
3 71 (32.72%) Data Warehouse
4 66 (30.41%) SQL Server
5 48 (22.12%) Relational Database
6 35 (16.13%) DB2
7 32 (14.75%) RDBMS
8 30 (13.82%) QlikView
9 23 (10.60%) BusinessObjects
10 19 (8.76%) NoSQL
10 19 (8.76%) SQL Server Integration Services
11 15 (6.91%) Enterprise Data Warehouse
12 14 (6.45%) Data Mining
12 14 (6.45%) Power BI
12 14 (6.45%) SQL Server Reporting Services
13 13 (5.99%) MySQL
14 12 (5.53%) Apache Hive
14 12 (5.53%) MongoDB
15 11 (5.07%) MS Access
15 11 (5.07%) PostgreSQL
Development Applications
1 10 (4.61%) Visual Studio
2 6 (2.76%) ERwin
3 3 (1.38%) Eclipse
3 3 (1.38%) Git (software)
3 3 (1.38%) Team Foundation Server
3 3 (1.38%) XMLSpy
4 2 (0.92%) LoadRunner
5 1 (0.46%) JIRA
General
1 63 (29.03%) Finance
2 49 (22.58%) Retail
3 46 (21.20%) Banking
4 15 (6.91%) Investment Banking
5 13 (5.99%) Law
6 11 (5.07%) Games
7 6 (2.76%) Marketing
8 4 (1.84%) Financial Institution
9 3 (1.38%) Advertising
10 2 (0.92%) Corporate Banking
10 2 (0.92%) Legal
11 1 (0.46%) Automotive
11 1 (0.46%) General Ledger
11 1 (0.46%) Pharmaceutical
11 1 (0.46%) Telecoms
Job Titles
1 55 (25.35%) Analyst
2 49 (22.58%) Developer
3 36 (16.59%) Architect
4 24 (11.06%) Data Architect
5 17 (7.83%) Senior Analyst
6 16 (7.37%) Business Analyst
7 14 (6.45%) Analytics Manager
8 13 (5.99%) ETL Developer
9 11 (5.07%) Consultant
9 11 (5.07%) Data Analytics Manager
9 11 (5.07%) Data Engineer
10 10 (4.61%) Business Performance Analyst
10 10 (4.61%) Data Analyst
10 10 (4.61%) Data Consultant
10 10 (4.61%) Data Warehouse Developer
10 10 (4.61%) DBA
10 10 (4.61%) Performance Analyst
10 10 (4.61%) SQL Developer
11 8 (3.69%) Enterprise Architect
11 8 (3.69%) Oracle Developer
Libraries, Frameworks & Software Standards
1 14 (6.45%) Web Services
2 12 (5.53%) .NET
3 11 (5.07%) .NET Framework
3 11 (5.07%) ASP.NET
4 7 (3.23%) .NET Core
4 7 (3.23%) Entity Framework
5 6 (2.76%) Kafka
6 5 (2.30%) Middleware
7 4 (1.84%) EDI
7 4 (1.84%) J2EE
7 4 (1.84%) JMS
7 4 (1.84%) XML
8 3 (1.38%) REST
9 2 (0.92%) ASP.NET MVC
9 2 (0.92%) CSS
9 2 (0.92%) HTML
9 2 (0.92%) IBM Integration Bus
10 1 (0.46%) D3.js
10 1 (0.46%) Natural Language Processing
10 1 (0.46%) SciPy
Miscellaneous
1 43 (19.82%) Analytical Skills
2 11 (5.07%) Computer Science
3 10 (4.61%) Greenfield Project
4 8 (3.69%) Credit Risk
5 7 (3.23%) User Experience
6 5 (2.30%) Algorithms
6 5 (2.30%) Management Information System
6 5 (2.30%) Virtual Team
7 3 (1.38%) Hedge funds
7 3 (1.38%) Marketing Technology
7 3 (1.38%) Reference Data
8 2 (0.92%) Clustering
8 2 (0.92%) Data Structures
8 2 (0.92%) DataPower
8 2 (0.92%) Enterprise Software
8 2 (0.92%) Reinsurance
9 1 (0.46%) IVR
9 1 (0.46%) Mainframe
9 1 (0.46%) NHS
9 1 (0.46%) PMI
Operating Systems
1 23 (10.60%) Linux
2 20 (9.22%) Unix
3 10 (4.61%) Windows
4 2 (0.92%) Red Hat Enterprise Linux
5 1 (0.46%) Solaris
5 1 (0.46%) Windows Server
5 1 (0.46%) Windows Server 2008
5 1 (0.46%) Windows Server 2012
5 1 (0.46%) zOS
Processes & Methodologies
1 90 (41.47%) Analytics
2 89 (41.01%) Business Intelligence
3 66 (30.41%) ETL
4 63 (29.03%) Agile Software Development
5 50 (23.04%) Data Modelling
6 37 (17.05%) Data Management
7 33 (15.21%) Stakeholder Management
8 32 (14.75%) Problem-Solving
9 28 (12.90%) Data Analysis
10 26 (11.98%) Data Science
10 26 (11.98%) Open Source
10 26 (11.98%) Project Management
11 25 (11.52%) Visualisation
12 20 (9.22%) Business Analysis
12 20 (9.22%) Risk Management
13 17 (7.83%) Data Analytics
13 17 (7.83%) Data Extraction
14 16 (7.37%) CRM
15 14 (6.45%) Data Architecture
15 14 (6.45%) Machine Learning
Programming Languages
1 132 (60.83%) SQL
2 65 (29.95%) Python
3 40 (18.43%) R
4 31 (14.29%) Java
5 17 (7.83%) Scala
6 13 (5.99%) PL/SQL
7 12 (5.53%) C#
8 11 (5.07%) C++
8 11 (5.07%) Perl
9 9 (4.15%) PHP
9 9 (4.15%) PowerShell
10 8 (3.69%) C
11 7 (3.23%) Shell Script
12 6 (2.76%) Bash Shell
12 6 (2.76%) MATLAB
13 5 (2.30%) Ruby
14 3 (1.38%) Fortran
14 3 (1.38%) VB
15 1 (0.46%) T-SQL
15 1 (0.46%) VBA
Qualifications
1 25 (11.52%) Degree
2 10 (4.61%) Master's Degree
3 5 (2.30%) PhD
4 4 (1.84%) TOGAF Certification
5 2 (0.92%) ISTQB
5 2 (0.92%) Numerate Degree
6 1 (0.46%) AWS Certification
6 1 (0.46%) PMI Certification
6 1 (0.46%) Postgraduate
6 1 (0.46%) Security Cleared
Quality Assurance & Compliance
1 40 (18.43%) Data Quality
2 7 (3.23%) QA
3 6 (2.76%) GDPR
4 1 (0.46%) Basel III
4 1 (0.46%) IFRS
4 1 (0.46%) IFRS 9
System Software
1 7 (3.23%) Docker
2 3 (1.38%) Apache Flume
2 3 (1.38%) HDFS
3 2 (0.92%) Virtual Machines
Systems Management
1 2 (0.92%) Hadoop YARN
1 2 (0.92%) HP Quality Center
2 1 (0.46%) Ansible
2 1 (0.46%) Nagios
2 1 (0.46%) Puppet
2 1 (0.46%) Terraform
Vendors
1 91 (41.94%) Oracle
2 53 (24.42%) Tableau
3 40 (18.43%) Informatica
4 39 (17.97%) MicroStrategy
5 27 (12.44%) Netezza
6 15 (6.91%) Microsoft
7 14 (6.45%) Cloudera
8 12 (5.53%) Alteryx
8 12 (5.53%) Hortonworks
9 11 (5.07%) Cognos
10 10 (4.61%) Ab Initio
10 10 (4.61%) IBM
11 9 (4.15%) Adobe
12 8 (3.69%) SAP
13 6 (2.76%) Dataiku
14 5 (2.30%) MapR
14 5 (2.30%) Trillium
15 4 (1.84%) Greenplum
15 4 (1.84%) MuleSoft
15 4 (1.84%) Vitria