Period
to 16 January 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 January 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 Jan 2018
Same period 2017 Same period 2016
Rank 816 881 747
Rank change year-on-year +65 -134 +7
Permanent jobs citing Teradata 367 318 585
As % of all permanent IT jobs advertised in the UK 0.21% 0.18% 0.28%
As % of the Vendors category 0.47% 0.41% 0.62%
Number of salaries quoted 229 234 407
UK median annual salary £55,000 £57,500 £55,000
Median salary % change year-on-year -4.35% +4.55% -8.33%
10th Percentile £36,250 £35,000 £32,500
90th Percentile £90,000 £78,750 £87,500
UK excluding London median annual salary £50,000 £55,000 £47,500
% change year-on-year -9.09% +15.79% -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 77,460 77,178 94,130
As % of all permanent IT jobs advertised in the UK 44.66% 43.73% 45.47%
Number of salaries quoted 60,671 62,096 77,095
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 £42,500 £41,500
% 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 16 January 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 January 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 +3 287 £57,500 +4.55% 46
UK excluding London +32 213 £50,000 -9.09% 29
London +50 154 £70,000 +1.82% 25
Scotland +26 76 £45,000 -40.00% 7
North of England +29 59 £45,000 -4.76% 7
North West +15 54 £47,500 -9.52% 3
South East -23 41 £57,500 +4.55% 3
Midlands +25 15 £47,500 +26.67% 3
East of England -38 11 £70,000 +57.30% 1
West Midlands +10 8 £45,000 +20.00% 2
East Midlands +23 7 £55,000 - 1
South West +14 7 £69,500 +73.75% 7
Yorkshire +33 5 £37,500 +14.50% 4
Wales - 5 £37,500 - 1

For the 6 months to 16 January 2018, 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.

1 211 (57.49%) Business Intelligence
2 208 (56.68%) SQL
3 196 (53.41%) Oracle
4 140 (38.15%) Data Warehouse
4 140 (38.15%) Finance
5 138 (37.60%) ETL
6 127 (34.60%) Hadoop
7 126 (34.33%) Analytics
8 124 (33.79%) SAS
9 114 (31.06%) Big Data
10 102 (27.79%) SQL Server
11 98 (26.70%) Banking
12 95 (25.89%) Informatica
13 94 (25.61%) Analytical Skills
13 94 (25.61%) Tableau
14 90 (24.52%) Data Management
15 82 (22.34%) Agile Software Development
16 67 (18.26%) Python
17 64 (17.44%) Netezza
18 63 (17.17%) Java
19 62 (16.89%) Stakeholder Management
19 62 (16.89%) QlikView
20 60 (16.35%) Visualisation
20 60 (16.35%) Amazon AWS
21 59 (16.08%) Data Modelling
22 58 (15.80%) Apache Spark
23 54 (14.71%) Infrastructure Management
23 54 (14.71%) Data Governance
24 51 (13.90%) Unix
24 51 (13.90%) Retail

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
1 124 (33.79%) SAS
2 58 (15.80%) Apache Spark
3 18 (4.90%) Apache
4 6 (1.63%) Apache Pig
4 6 (1.63%) Elasticsearch
5 5 (1.36%) Confluence
6 4 (1.09%) Oracle SOA Suite
6 4 (1.09%) WebSphere
7 2 (0.54%) SharePoint
8 1 (0.27%) JBoss
8 1 (0.27%) WebLogic
Applications
1 35 (9.54%) SPSS
2 17 (4.63%) Microsoft Excel
3 5 (1.36%) Mathematica
3 5 (1.36%) Microsoft PowerPoint
4 2 (0.54%) MS Visio
Business Applications
1 6 (1.63%) Cognos Business Intelligence
2 3 (0.82%) Unica
3 1 (0.27%) Adobe Campaign
3 1 (0.27%) SAP MDM
Cloud Services
1 60 (16.35%) Amazon AWS
2 20 (5.45%) Cloud Computing
3 19 (5.18%) Microsoft Azure
4 18 (4.90%) Google Cloud Platform
5 13 (3.54%) Amazon Kinesis
6 11 (3.00%) OpenShift
7 8 (2.18%) GitHub
8 6 (1.63%) Amazon EMR
9 5 (1.36%) Adobe Analytics
9 5 (1.36%) PaaS
10 4 (1.09%) Amazon S3
10 4 (1.09%) IaaS
11 3 (0.82%) AWS Lambda
11 3 (0.82%) Basecamp
11 3 (0.82%) Serverless
11 3 (0.82%) Trello
12 2 (0.54%) Amazon EC2
13 1 (0.27%) SaaS
Communications & Networking
1 4 (1.09%) Internet
1 4 (1.09%) SMS
Database & Business Intelligence
1 140 (38.15%) Data Warehouse
2 127 (34.60%) Hadoop
3 114 (31.06%) Big Data
4 102 (27.79%) SQL Server
5 62 (16.89%) QlikView
6 48 (13.08%) SQL Server Integration Services
7 47 (12.81%) Data Mining
8 42 (11.44%) Relational Database
9 35 (9.54%) RDBMS
10 34 (9.26%) Apache Cassandra
11 32 (8.72%) MongoDB
12 30 (8.17%) DB2
13 29 (7.90%) Apache Hive
14 27 (7.36%) NoSQL
15 26 (7.08%) BusinessObjects
16 25 (6.81%) Amazon Redshift
17 20 (5.45%) HBase
18 18 (4.90%) Oracle Database
18 18 (4.90%) SQL Server Reporting Services
19 17 (4.63%) BODI
Development Applications
1 11 (3.00%) SQL Server Management Studio (SSMS)
2 8 (2.18%) JIRA
3 6 (1.63%) ERwin
4 5 (1.36%) Bitbucket
5 3 (0.82%) Visual Studio
6 2 (0.54%) Eclipse
6 2 (0.54%) Jenkins
6 2 (0.54%) TeamCity
6 2 (0.54%) XMLSpy
7 1 (0.27%) Git (software)
7 1 (0.27%) MSI
General
1 140 (38.15%) Finance
2 98 (26.70%) Banking
3 51 (13.90%) Retail
4 21 (5.72%) Marketing
4 21 (5.72%) Retail Banking
5 11 (3.00%) Telecoms
6 9 (2.45%) Manufacturing
7 7 (1.91%) Electronics
7 7 (1.91%) Financial Institution
8 6 (1.63%) Games
8 6 (1.63%) Investment Banking
8 6 (1.63%) Legal
9 5 (1.36%) Law
10 3 (0.82%) Advertising
11 2 (0.54%) Automotive
11 2 (0.54%) General Ledger
12 1 (0.27%) Back Office
12 1 (0.27%) Corporate Banking
12 1 (0.27%) Pharmaceutical
12 1 (0.27%) Spanish Language
Job Titles
1 77 (20.98%) Analyst
2 72 (19.62%) Developer
3 53 (14.44%) Consultant
4 47 (12.81%) Architect
5 42 (11.44%) Data Analyst
6 34 (9.26%) Data Architect
7 27 (7.36%) SQL Analyst
8 25 (6.81%) Data Warehouse Developer
8 25 (6.81%) SQL Data Analyst
9 23 (6.27%) Teradata Consultant
10 19 (5.18%) Senior Analyst
11 16 (4.36%) Database Engineer
12 15 (4.09%) Analytics Manager
12 15 (4.09%) Automation Engineer
12 15 (4.09%) Data Analytics Manager
13 14 (3.81%) Business Intelligence Consultant
13 14 (3.81%) Data Engineer
14 13 (3.54%) Banking Analyst
14 13 (3.54%) Business Analyst
14 13 (3.54%) Data Scientist
Libraries, Frameworks & Software Standards
1 20 (5.45%) Web Services
2 17 (4.63%) HTML
2 17 (4.63%) Middleware
3 15 (4.09%) CSS
4 14 (3.81%) Kafka
5 13 (3.54%) AngularJS
5 13 (3.54%) D3.js
5 13 (3.54%) HTML5
5 13 (3.54%) React
6 10 (2.72%) .NET
7 7 (1.91%) ASP.NET
7 7 (1.91%) Oracle GoldenGate
8 6 (1.63%) RESTful
9 4 (1.09%) .NET Framework
9 4 (1.09%) ASP.NET MVC
9 4 (1.09%) JSON
9 4 (1.09%) XML
10 3 (0.82%) CGI
10 3 (0.82%) LAMP
10 3 (0.82%) Node.js
Miscellaneous
1 94 (25.61%) Analytical Skills
2 25 (6.81%) Computer Science
3 18 (4.90%) User Experience
4 11 (3.00%) Mobile App
4 11 (3.00%) Virtual Team
5 9 (2.45%) Clustering
6 8 (2.18%) Credit Risk
6 8 (2.18%) Fintech
6 8 (2.18%) Management Information System
7 7 (1.91%) Algorithms
7 7 (1.91%) Data Centre
7 7 (1.91%) Greenfield Project
7 7 (1.91%) PMI
7 7 (1.91%) Reinsurance
8 5 (1.36%) Data Structures
8 5 (1.36%) Mainframe
9 2 (0.54%) Internet of Things
9 2 (0.54%) Reference Data
9 2 (0.54%) Taxonomies
10 1 (0.27%) iSeries
Operating Systems
1 51 (13.90%) Unix
2 39 (10.63%) Linux
3 33 (8.99%) Windows
4 6 (1.63%) AIX
5 4 (1.09%) Android
5 4 (1.09%) Apple iOS
Processes & Methodologies
1 211 (57.49%) Business Intelligence
2 138 (37.60%) ETL
3 126 (34.33%) Analytics
4 90 (24.52%) Data Management
5 82 (22.34%) Agile Software Development
6 62 (16.89%) Stakeholder Management
7 60 (16.35%) Visualisation
8 59 (16.08%) Data Modelling
9 54 (14.71%) Data Governance
9 54 (14.71%) Infrastructure Management
10 41 (11.17%) Data Analysis
11 39 (10.63%) Data Visualisation
11 39 (10.63%) Master Data Management
12 38 (10.35%) Data Analytics
13 36 (9.81%) Data Integration
14 34 (9.26%) ITIL
15 32 (8.72%) Open Source
16 30 (8.17%) Machine Learning
17 29 (7.90%) Mentoring
18 27 (7.36%) People Management
Programming Languages
1 208 (56.68%) SQL
2 67 (18.26%) Python
3 63 (17.17%) Java
4 51 (13.90%) R
5 25 (6.81%) Scala
6 21 (5.72%) Perl
7 17 (4.63%) C#
8 16 (4.36%) PHP
9 15 (4.09%) JavaScript
10 12 (3.27%) PowerShell
11 11 (3.00%) C
11 11 (3.00%) PL/SQL
11 11 (3.00%) VBA
12 7 (1.91%) Shell Script
13 5 (1.36%) C++
13 5 (1.36%) Fortran
13 5 (1.36%) MATLAB
13 5 (1.36%) VB
14 3 (0.82%) Bash Shell
15 1 (0.27%) T-SQL
Qualifications
1 44 (11.99%) Degree
2 17 (4.63%) Master's Degree
3 15 (4.09%) Computer Science Degree
4 7 (1.91%) PhD
4 7 (1.91%) PMI Certification
5 1 (0.27%) APMP
5 1 (0.27%) SC Cleared
5 1 (0.27%) Security Cleared
Quality Assurance & Compliance
1 49 (13.35%) Data Quality
2 10 (2.72%) QA
3 4 (1.09%) GCP
4 3 (0.82%) COBIT
4 3 (0.82%) SLA
5 2 (0.54%) Basel III
System Software
1 9 (2.45%) Apache Flume
1 9 (2.45%) HDFS
2 1 (0.27%) Docker
Systems Management
1 11 (3.00%) Ganglia
2 6 (1.63%) Hadoop YARN
3 3 (0.82%) Opscode Chef
4 2 (0.54%) Puppet
5 1 (0.27%) Ansible
5 1 (0.27%) EMC NetWorker
5 1 (0.27%) Tivoli
Vendors
1 196 (53.41%) Oracle
2 95 (25.89%) Informatica
3 94 (25.61%) Tableau
4 64 (17.44%) Netezza
5 48 (13.08%) MicroStrategy
6 46 (12.53%) Cognos
7 39 (10.63%) Cloudera
8 37 (10.08%) IBM
8 37 (10.08%) Microsoft
8 37 (10.08%) SAP
9 23 (6.27%) Google
10 19 (5.18%) Hortonworks
11 18 (4.90%) Alteryx
12 17 (4.63%) Talend
13 13 (3.54%) Sybase
14 12 (3.27%) Ab Initio
14 12 (3.27%) ATG
14 12 (3.27%) Greenplum
15 11 (3.00%) ServiceNow
15 11 (3.00%) Vertica