Period
to 18 November 2017

The table below provides summary statistics for permanent job vacancies advertised in England 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 18 November 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 > England
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 906 943 739
Rank change year-on-year +37 -204 +25
Permanent jobs citing Teradata 253 243 583
As % of all permanent IT jobs advertised in England 0.15% 0.14% 0.28%
As % of the Vendors category 0.34% 0.31% 0.62%
Number of salaries quoted 174 180 431
England median annual salary £57,500 £55,000 £60,000
Median salary % change year-on-year +4.55% -8.33% -
10th Percentile £37,150 £37,500 £36,250
90th Percentile £87,500 £78,875 £88,750
UK median annual salary £55,000 £57,500 £57,500
% change year-on-year -4.35% - -4.17%

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 advertised in England.

All Vendors
England
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 74360 78284 94188
As % of all permanent IT jobs advertised in England 44.34% 43.68% 45.71%
Number of salaries quoted 57986 63834 77470
England median annual salary £47,500 £47,500 £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 median annual salary £47,500 £46,000 £45,000
% change year-on-year +3.26% +2.22% -

Teradata
Job Vacancy Trend in England

Job postings citing Teradata as a percentage of all IT jobs advertised in England.

Job vacancy trend for Teradata in England

Teradata
Salary Trend in England

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

Salary trend for Teradata in England

Teradata
Salary Histogram in England

The salary distribution of IT jobs citing Teradata in England over the 6 months to 18 November 2017.

Salary histogram for Teradata in England

Teradata
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Teradata within the England region over the 6 months to 18 November 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
London +46 146 £70,000 +12.00% 7
North of England +31 58 £49,500 -10.00%
North West +4 56 £50,000 -11.11%
South East -2 27 £52,500 -4.55% 3
East of England -11 10 £70,000 +55.56%
Midlands +29 6 £48,750 +30.00% 2
South West -14 6 £31,000 -27.91% 2
East Midlands +41 3 £40,000 -
West Midlands +19 3 £57,500 +53.33% 2
Yorkshire +34 2 £37,500 +13.64%
Teradata
UK

For the 6 months to 18 November 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 across the England region with a requirement for Teradata.

1 155 (61.26%) Oracle
2 117 (46.25%) SQL
3 111 (43.87%) Data Warehouse
4 106 (41.90%) Hadoop
5 105 (41.50%) ETL
6 101 (39.92%) Business Intelligence
7 98 (38.74%) Big Data
8 85 (33.60%) Analytics
8 85 (33.60%) SQL Server
9 78 (30.83%) Agile Software Development
10 71 (28.06%) Tableau
11 68 (26.88%) Finance
12 65 (25.69%) SAS
13 62 (24.51%) Data Modelling
14 57 (22.53%) Python
15 54 (21.34%) Java
16 51 (20.16%) Informatica
17 48 (18.97%) Unix
18 47 (18.58%) Visualisation
19 46 (18.18%) Data Management
20 45 (17.79%) QlikView
21 44 (17.39%) Analytical Skills
22 43 (17.00%) IBM
23 42 (16.60%) Retail
23 42 (16.60%) Netezza
23 42 (16.60%) Apache Spark
23 42 (16.60%) Data Quality
23 42 (16.60%) Degree
24 41 (16.21%) Amazon AWS
24 41 (16.21%) R

Teradata
Co-occurring IT Skills in England 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 65 (25.69%) SAS
2 42 (16.60%) Apache Spark
3 15 (5.93%) Apache
4 12 (4.74%) SharePoint
5 7 (2.77%) WebSphere
6 6 (2.37%) Confluence
7 4 (1.58%) Elasticsearch
7 4 (1.58%) Oracle SOA Suite
8 3 (1.19%) Apache Pig
9 2 (0.79%) WebLogic
10 1 (0.40%) Apache Solr
10 1 (0.40%) JBoss
Applications
1 24 (9.49%) SPSS
2 16 (6.32%) Microsoft Excel
3 4 (1.58%) Mathematica
4 3 (1.19%) Microsoft Office
4 3 (1.19%) MS Visio
5 1 (0.40%) Microsoft PowerPoint
Business Applications
1 5 (1.98%) SAP HR
2 4 (1.58%) BusinessWorks
2 4 (1.58%) Cognos Business Intelligence
2 4 (1.58%) Unica
3 2 (0.79%) Adobe Campaign
4 1 (0.40%) SAP MDM
Cloud Services
1 41 (16.21%) Amazon AWS
2 19 (7.51%) Cloud Computing
3 12 (4.74%) Microsoft Azure
4 11 (4.35%) Google Cloud Platform
4 11 (4.35%) OpenShift
5 8 (3.16%) GitHub
6 7 (2.77%) Amazon Kinesis
7 5 (1.98%) Amazon EMR
7 5 (1.98%) IaaS
7 5 (1.98%) Oracle Service Cloud
7 5 (1.98%) PaaS
8 3 (1.19%) Amazon S3
8 3 (1.19%) Basecamp
8 3 (1.19%) Trello
9 2 (0.79%) Adobe Analytics
9 2 (0.79%) Google Analytics
10 1 (0.40%) Amazon EC2
10 1 (0.40%) AWS Lambda
10 1 (0.40%) CloudBees
10 1 (0.40%) SaaS
Communications & Networking
1 4 (1.58%) SMS
2 2 (0.79%) Internet
Database & Business Intelligence
1 111 (43.87%) Data Warehouse
2 106 (41.90%) Hadoop
3 98 (38.74%) Big Data
4 85 (33.60%) SQL Server
5 45 (17.79%) QlikView
6 33 (13.04%) Relational Database
7 30 (11.86%) Oracle Database
8 29 (11.46%) DB2
8 29 (11.46%) MongoDB
8 29 (11.46%) SQL Server Integration Services
9 27 (10.67%) Apache Hive
10 25 (9.88%) RDBMS
11 22 (8.70%) Data Mining
12 19 (7.51%) BusinessObjects
12 19 (7.51%) DataStage
13 17 (6.72%) Apache Cassandra
14 16 (6.32%) NoSQL
15 14 (5.53%) Amazon Redshift
15 14 (5.53%) MariaDB
16 13 (5.14%) IBM InfoSphere
Development Applications
1 12 (4.74%) Talend Open Studio
2 11 (4.35%) SQL Server Management Studio (SSMS)
3 9 (3.56%) ERwin
3 9 (3.56%) JIRA
4 5 (1.98%) Bitbucket
5 3 (1.19%) Jenkins
6 2 (0.79%) Eclipse
6 2 (0.79%) TeamCity
6 2 (0.79%) Visual Studio
6 2 (0.79%) XMLSpy
7 1 (0.40%) ClearCase
7 1 (0.40%) Git (software)
7 1 (0.40%) MSI
7 1 (0.40%) Selenium
7 1 (0.40%) SonarQube
7 1 (0.40%) Subversion
General
1 68 (26.88%) Finance
2 42 (16.60%) Retail
3 37 (14.62%) Banking
4 24 (9.49%) Marketing
5 12 (4.74%) Telecoms
6 8 (3.16%) Manufacturing
7 7 (2.77%) Electronics
8 6 (2.37%) Games
9 5 (1.98%) Advertising
9 5 (1.98%) Legal
10 4 (1.58%) Financial Institution
11 3 (1.19%) General Ledger
12 1 (0.40%) Automotive
12 1 (0.40%) Retail Banking
12 1 (0.40%) Spanish Language
Job Titles
1 58 (22.92%) Developer
2 36 (14.23%) Architect
3 35 (13.83%) Analyst
4 27 (10.67%) Data Architect
5 21 (8.30%) Data Warehouse Developer
6 19 (7.51%) Consultant
6 19 (7.51%) Data Analyst
7 18 (7.11%) Senior Developer
8 17 (6.72%) Data Scientist
9 15 (5.93%) Solutions Architect
10 14 (5.53%) Data Engineer
11 13 (5.14%) Analytics Manager
11 13 (5.14%) Banking Analyst
11 13 (5.14%) Big Data Engineer
11 13 (5.14%) Data Analytics Manager
11 13 (5.14%) Database Engineer
12 12 (4.74%) Automation Engineer
12 12 (4.74%) Senior Data Warehouse Developer
13 11 (4.35%) Data Manager
13 11 (4.35%) Database Developer
Libraries, Frameworks & Software Standards
1 13 (5.14%) Kafka
1 13 (5.14%) Middleware
1 13 (5.14%) Web Services
2 11 (4.35%) AngularJS
2 11 (4.35%) HTML
3 9 (3.56%) .NET
3 9 (3.56%) CSS
4 8 (3.16%) D3.js
4 8 (3.16%) RESTful
5 7 (2.77%) HTML5
5 7 (2.77%) Node.js
5 7 (2.77%) Oracle GoldenGate
5 7 (2.77%) React
6 6 (2.37%) JSON
6 6 (2.37%) XML
7 4 (1.58%) IBM Integration Bus
8 3 (1.19%) JSON Schema
8 3 (1.19%) XSD
9 2 (0.79%) .NET Framework
9 2 (0.79%) ASP.NET
Miscellaneous
1 44 (17.39%) Analytical Skills
2 26 (10.28%) Computer Science
3 13 (5.14%) Algorithms
4 11 (4.35%) Virtual Team
5 10 (3.95%) Data Structures
6 8 (3.16%) Credit Risk
6 8 (3.16%) Fintech
6 8 (3.16%) Greenfield Project
7 7 (2.77%) Clustering
7 7 (2.77%) User Experience
8 6 (2.37%) Management Information System
8 6 (2.37%) Mobile App
9 5 (1.98%) DataPower
10 4 (1.58%) Data Centre
11 3 (1.19%) PMI
11 3 (1.19%) Reinsurance
12 2 (0.79%) Internet of Things
12 2 (0.79%) Reference Data
13 1 (0.40%) Digital Media
13 1 (0.40%) Marketing Technology
Operating Systems
1 48 (18.97%) Unix
2 28 (11.07%) Linux
3 27 (10.67%) Windows
4 6 (2.37%) AIX
5 4 (1.58%) Android
5 4 (1.58%) Apple iOS
Processes & Methodologies
1 105 (41.50%) ETL
2 101 (39.92%) Business Intelligence
3 85 (33.60%) Analytics
4 78 (30.83%) Agile Software Development
5 62 (24.51%) Data Modelling
6 47 (18.58%) Visualisation
7 46 (18.18%) Data Management
8 34 (13.44%) Data Governance
9 32 (12.65%) Data Analytics
10 30 (11.86%) Data Visualisation
11 28 (11.07%) ITIL
11 28 (11.07%) Open Source
12 24 (9.49%) Master Data Management
13 22 (8.70%) Machine Learning
14 20 (7.91%) Data Extraction
15 19 (7.51%) Data Integration
16 17 (6.72%) Data Architecture
16 17 (6.72%) Dimensional Modelling
16 17 (6.72%) Statistics
17 16 (6.32%) Stakeholder Management
Programming Languages
1 117 (46.25%) SQL
2 57 (22.53%) Python
3 54 (21.34%) Java
4 41 (16.21%) R
5 18 (7.11%) PL/SQL
5 18 (7.11%) Scala
6 14 (5.53%) JavaScript
7 13 (5.14%) Perl
8 12 (4.74%) PHP
9 10 (3.95%) Shell Script
10 9 (3.56%) C#
11 8 (3.16%) PowerShell
12 6 (2.37%) C++
13 5 (1.98%) C
14 4 (1.58%) Fortran
14 4 (1.58%) MATLAB
15 3 (1.19%) Bash Shell
15 3 (1.19%) VBA
16 1 (0.40%) Korn
16 1 (0.40%) VB
Qualifications
1 42 (16.60%) Degree
2 15 (5.93%) Master's Degree
3 14 (5.53%) Computer Science Degree
4 6 (2.37%) PhD
5 3 (1.19%) PMI Certification
6 1 (0.40%) APMP
6 1 (0.40%) SC Cleared
6 1 (0.40%) Security Cleared
Quality Assurance & Compliance
1 42 (16.60%) Data Quality
2 6 (2.37%) QA
3 3 (1.19%) SLA
4 2 (0.79%) Basel III
4 2 (0.79%) GCP
5 1 (0.40%) COBIT
5 1 (0.40%) GDPR
System Software
1 9 (3.56%) HDFS
2 5 (1.98%) Apache Flume
3 2 (0.79%) Docker
Systems Management
1 11 (4.35%) Ganglia
2 5 (1.98%) Hadoop YARN
2 5 (1.98%) Tivoli
3 2 (0.79%) Opscode Chef
4 1 (0.40%) Ansible
4 1 (0.40%) EMC NetWorker
Vendors
1 155 (61.26%) Oracle
2 71 (28.06%) Tableau
3 51 (20.16%) Informatica
4 43 (17.00%) IBM
5 42 (16.60%) Netezza
6 39 (15.42%) SAP
7 32 (12.65%) Microsoft
8 28 (11.07%) Cloudera
9 16 (6.32%) Google
10 15 (5.93%) Cognos
11 14 (5.53%) Alteryx
12 13 (5.14%) Ab Initio
13 12 (4.74%) Hortonworks
13 12 (4.74%) Sybase
13 12 (4.74%) Talend
14 11 (4.35%) MicroStrategy
14 11 (4.35%) ServiceNow
15 9 (3.56%) MapR
16 7 (2.77%) HP
16 7 (2.77%) TIBCO