Period
to 20 November 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 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
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 853 950 740
Rank change year-on-year +97 -210 +37
Permanent jobs citing Teradata 348 272 639
As % of all permanent IT jobs advertised in the UK 0.19% 0.15% 0.29%
As % of the Vendors category 0.43% 0.33% 0.64%
Number of salaries quoted 203 203 484
UK median annual salary £55,000 £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 £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 80053 82031 99991
As % of all permanent IT jobs advertised in the UK 44.53% 43.85% 45.72%
Number of salaries quoted 61918 66235 81408
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 £42,500 £41,000
% change year-on-year - +3.66% +2.50%

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 November 2017.

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 20 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
England +56 252 £57,500 +4.55% 32
UK excluding London +61 202 £50,000 -9.09% 21
London +45 146 £70,000 +12.00% 13
Scotland +50 94 £45,000 -40.00% 2
North of England +34 58 £49,500 -10.00% 6
North West +14 56 £50,000 -11.11% 3
South East +4 27 £52,500 -4.55% 6
East of England -19 10 £70,000 +55.56%
Midlands +15 6 £48,750 +30.00% 4
South West +6 5 £37,500 -12.79% 3
East Midlands +27 3 £40,000 -
Wales +10 3 £52,500 +31.25%
West Midlands +10 3 £57,500 +53.33% 4
Yorkshire +10 2 £37,500 +13.64% 3

For the 6 months to 20 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 with a requirement for Teradata.

1 197 (56.61%) SQL
2 195 (56.03%) Oracle
3 193 (55.46%) Business Intelligence
4 151 (43.39%) Finance
5 137 (39.37%) ETL
6 125 (35.92%) SAS
7 120 (34.48%) Data Warehouse
8 109 (31.32%) Hadoop
9 104 (29.89%) Analytics
10 100 (28.74%) Big Data
10 100 (28.74%) Banking
11 98 (28.16%) Data Management
12 94 (27.01%) Informatica
12 94 (27.01%) Analytical Skills
13 91 (26.15%) Agile Software Development
14 88 (25.29%) SQL Server
15 83 (23.85%) Tableau
16 66 (18.97%) Stakeholder Management
16 66 (18.97%) Infrastructure Management
17 65 (18.68%) Data Modelling
18 61 (17.53%) Python
19 58 (16.67%) QlikView
20 54 (15.52%) Java
21 51 (14.66%) Unix
21 51 (14.66%) MicroStrategy
21 51 (14.66%) Visualisation
22 49 (14.08%) Data Quality
22 49 (14.08%) Cognos
22 49 (14.08%) Netezza
23 47 (13.51%) SQL Server Integration Services

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 (35.92%) SAS
2 43 (12.36%) Apache Spark
3 16 (4.60%) Apache
4 11 (3.16%) SharePoint
5 6 (1.72%) Confluence
5 6 (1.72%) WebSphere
6 4 (1.15%) Elasticsearch
6 4 (1.15%) Oracle SOA Suite
7 3 (0.86%) Apache Pig
8 2 (0.57%) WebLogic
9 1 (0.29%) Apache Solr
9 1 (0.29%) JBoss
Applications
1 25 (7.18%) SPSS
2 16 (4.60%) Microsoft Excel
3 4 (1.15%) Mathematica
4 3 (0.86%) Microsoft Office
4 3 (0.86%) MS Visio
5 1 (0.29%) Microsoft PowerPoint
Business Applications
1 7 (2.01%) Cognos Business Intelligence
2 4 (1.15%) BusinessWorks
2 4 (1.15%) SAP HR
2 4 (1.15%) Unica
3 2 (0.57%) Adobe Campaign
4 1 (0.29%) SAP MDM
Cloud Services
1 40 (11.49%) Amazon AWS
2 20 (5.75%) Cloud Computing
3 12 (3.45%) Microsoft Azure
4 11 (3.16%) Google Cloud Platform
4 11 (3.16%) OpenShift
5 8 (2.30%) GitHub
6 7 (2.01%) Amazon Kinesis
7 5 (1.44%) Amazon EMR
7 5 (1.44%) IaaS
7 5 (1.44%) PaaS
8 4 (1.15%) Oracle Service Cloud
9 3 (0.86%) Amazon S3
9 3 (0.86%) Basecamp
9 3 (0.86%) Trello
10 2 (0.57%) Adobe Analytics
10 2 (0.57%) Google Analytics
11 1 (0.29%) Amazon EC2
11 1 (0.29%) Cortana Intelligence Suite
11 1 (0.29%) SaaS
11 1 (0.29%) Serverless
Communications & Networking
1 4 (1.15%) SMS
2 2 (0.57%) Internet
Database & Business Intelligence
1 120 (34.48%) Data Warehouse
2 109 (31.32%) Hadoop
3 100 (28.74%) Big Data
4 88 (25.29%) SQL Server
5 58 (16.67%) QlikView
6 47 (13.51%) SQL Server Integration Services
7 42 (12.07%) Data Mining
8 32 (9.20%) Relational Database
9 30 (8.62%) MongoDB
10 29 (8.33%) DB2
10 29 (8.33%) Oracle Database
11 27 (7.76%) Apache Hive
11 27 (7.76%) BusinessObjects
12 25 (7.18%) RDBMS
13 19 (5.46%) DataStage
14 18 (5.17%) NoSQL
15 17 (4.89%) Apache Cassandra
15 17 (4.89%) BODI
15 17 (4.89%) Oracle OWB
16 14 (4.02%) MariaDB
Development Applications
1 12 (3.45%) Talend Open Studio
2 11 (3.16%) SQL Server Management Studio (SSMS)
3 9 (2.59%) ERwin
3 9 (2.59%) JIRA
4 5 (1.44%) Bitbucket
5 3 (0.86%) Jenkins
5 3 (0.86%) Visual Studio
6 2 (0.57%) Eclipse
6 2 (0.57%) TeamCity
6 2 (0.57%) XMLSpy
7 1 (0.29%) ClearCase
7 1 (0.29%) Git (software)
7 1 (0.29%) MSI
7 1 (0.29%) Selenium
7 1 (0.29%) SonarQube
7 1 (0.29%) Subversion
General
1 151 (43.39%) Finance
2 100 (28.74%) Banking
3 43 (12.36%) Retail
4 31 (8.91%) Retail Banking
5 24 (6.90%) Marketing
6 12 (3.45%) Telecoms
7 8 (2.30%) Manufacturing
8 7 (2.01%) Electronics
9 6 (1.72%) Games
10 5 (1.44%) Advertising
10 5 (1.44%) Legal
11 4 (1.15%) Financial Institution
12 3 (0.86%) General Ledger
13 1 (0.29%) Automotive
13 1 (0.29%) Back Office
13 1 (0.29%) Investment Banking
13 1 (0.29%) Spanish Language
Job Titles
1 75 (21.55%) Developer
2 69 (19.83%) Consultant
3 68 (19.54%) Analyst
4 52 (14.94%) Data Analyst
5 36 (10.34%) Architect
6 34 (9.77%) SQL Analyst
7 33 (9.48%) SQL Data Analyst
8 28 (8.05%) Data Architect
9 25 (7.18%) Data Warehouse Developer
10 24 (6.90%) Teradata Consultant
11 23 (6.61%) Business Intelligence Consultant
12 18 (5.17%) Senior Developer
13 17 (4.89%) Data Consultant
13 17 (4.89%) Data Scientist
13 17 (4.89%) Senior Analyst
14 15 (4.31%) Senior Data Analyst
15 14 (4.02%) Analytics Manager
15 14 (4.02%) Business Consultant
15 14 (4.02%) Data Analytics Manager
15 14 (4.02%) Solutions Architect
Libraries, Frameworks & Software Standards
1 13 (3.74%) Kafka
1 13 (3.74%) Middleware
1 13 (3.74%) Web Services
2 11 (3.16%) AngularJS
2 11 (3.16%) HTML
3 9 (2.59%) .NET
3 9 (2.59%) CSS
4 8 (2.30%) D3.js
4 8 (2.30%) RESTful
5 7 (2.01%) HTML5
5 7 (2.01%) Node.js
5 7 (2.01%) Oracle GoldenGate
5 7 (2.01%) React
6 6 (1.72%) JSON
6 6 (1.72%) XML
7 4 (1.15%) IBM Integration Bus
8 3 (0.86%) .NET Framework
8 3 (0.86%) ASP.NET
8 3 (0.86%) JSON Schema
8 3 (0.86%) XSD
Miscellaneous
1 94 (27.01%) Analytical Skills
2 25 (7.18%) Computer Science
3 13 (3.74%) Algorithms
4 11 (3.16%) Virtual Team
5 10 (2.87%) Data Structures
6 9 (2.59%) Greenfield Project
7 8 (2.30%) Credit Risk
7 8 (2.30%) Fintech
8 7 (2.01%) Clustering
8 7 (2.01%) User Experience
9 6 (1.72%) Management Information System
9 6 (1.72%) Mobile App
10 5 (1.44%) Data Centre
11 4 (1.15%) DataPower
12 3 (0.86%) PMI
12 3 (0.86%) Reinsurance
13 2 (0.57%) Internet of Things
13 2 (0.57%) Reference Data
14 1 (0.29%) Blog
14 1 (0.29%) Digital Media
Operating Systems
1 51 (14.66%) Unix
2 29 (8.33%) Linux
3 27 (7.76%) Windows
4 6 (1.72%) AIX
5 4 (1.15%) Android
5 4 (1.15%) Apple iOS
Processes & Methodologies
1 193 (55.46%) Business Intelligence
2 137 (39.37%) ETL
3 104 (29.89%) Analytics
4 98 (28.16%) Data Management
5 91 (26.15%) Agile Software Development
6 66 (18.97%) Infrastructure Management
6 66 (18.97%) Stakeholder Management
7 65 (18.68%) Data Modelling
8 51 (14.66%) Visualisation
9 38 (10.92%) Mentoring
10 37 (10.63%) Data Analysis
11 35 (10.06%) Data Governance
11 35 (10.06%) People Management
12 33 (9.48%) Data Analytics
13 31 (8.91%) Data Visualisation
13 31 (8.91%) Master Data Management
14 29 (8.33%) Open Source
15 28 (8.05%) ITIL
16 22 (6.32%) Machine Learning
17 19 (5.46%) Data Extraction
Programming Languages
1 197 (56.61%) SQL
2 61 (17.53%) Python
3 54 (15.52%) Java
4 43 (12.36%) R
5 19 (5.46%) PL/SQL
6 18 (5.17%) Scala
7 14 (4.02%) JavaScript
7 14 (4.02%) Perl
8 13 (3.74%) PHP
9 10 (2.87%) C#
9 10 (2.87%) Shell Script
10 8 (2.30%) PowerShell
11 6 (1.72%) C++
12 5 (1.44%) C
13 4 (1.15%) Fortran
13 4 (1.15%) MATLAB
14 3 (0.86%) Bash Shell
14 3 (0.86%) VBA
15 1 (0.29%) T-SQL
15 1 (0.29%) VB
Qualifications
1 43 (12.36%) Degree
2 16 (4.60%) Master's Degree
3 14 (4.02%) Computer Science Degree
4 6 (1.72%) PhD
5 3 (0.86%) PMI Certification
6 1 (0.29%) APMP
6 1 (0.29%) SC Cleared
6 1 (0.29%) Security Cleared
Quality Assurance & Compliance
1 49 (14.08%) Data Quality
2 6 (1.72%) QA
3 3 (0.86%) SLA
4 2 (0.57%) Basel III
4 2 (0.57%) GCP
5 1 (0.29%) COBIT
5 1 (0.29%) GDPR
System Software
1 9 (2.59%) HDFS
2 5 (1.44%) Apache Flume
3 2 (0.57%) Docker
Systems Management
1 11 (3.16%) Ganglia
2 5 (1.44%) Hadoop YARN
2 5 (1.44%) Tivoli
3 2 (0.57%) Opscode Chef
4 1 (0.29%) Ansible
4 1 (0.29%) EMC NetWorker
Vendors
1 195 (56.03%) Oracle
2 94 (27.01%) Informatica
3 83 (23.85%) Tableau
4 51 (14.66%) MicroStrategy
5 49 (14.08%) Cognos
5 49 (14.08%) Netezza
6 43 (12.36%) SAP
7 42 (12.07%) IBM
8 34 (9.77%) Microsoft
9 28 (8.05%) Cloudera
10 16 (4.60%) Google
11 14 (4.02%) Alteryx
12 13 (3.74%) Ab Initio
13 12 (3.45%) Hortonworks
13 12 (3.45%) Talend
14 11 (3.16%) ServiceNow
14 11 (3.16%) Sybase
15 9 (2.59%) MapR
16 7 (2.01%) HP
16 7 (2.01%) Trillium