Period
to 22 October 2019

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 22 October 2019 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
22 Oct 2019
Same period 2018 Same period 2017
Rank 826 996 885
Rank change year-on-year +170 -111 +129
Permanent jobs citing Teradata 235 184 337
As % of all permanent IT jobs advertised in the UK 0.17% 0.11% 0.19%
As % of the Vendors category 0.40% 0.26% 0.43%
Number of salaries quoted 188 133 191
UK median annual salary £62,500 £62,138 £60,000
Median salary % change year-on-year +0.58% +3.56% +4.35%
10th Percentile £47,500 £42,950 £37,500
90th Percentile £85,000 £87,500 £87,500
UK excluding London median annual salary £60,000 £62,138 £50,000
% change year-on-year -3.44% +24.28% -9.09%

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 58,490 70,653 77,559
As % of all permanent IT jobs advertised in the UK 42.76% 42.87% 44.46%
Number of salaries quoted 44,569 54,771 59,952
UK median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +3.26%
10th Percentile £27,000 £27,000 £26,250
90th Percentile £82,500 £80,000 £75,000
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +1.19%

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 22 October 2019.

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 22 October 2019. 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 +146 214 £65,000 +4.61% 19
UK excluding London +66 134 £60,000 -3.44% 9
London +140 101 £75,000 +11.11% 13
South West +54 68 £61,500 -1.03% 1
North West +45 24 £60,000 +9.09%
North of England +38 24 £60,000 +21.21% 1
South East +26 11 £70,000 +3.70% 1
Wales - 11 £41,000 - 4
Scotland +13 10 £51,250 -12.77%
East of England +62 5 £102,500 +70.83% 1
Midlands +35 5 £62,500 +21.95% 1
West Midlands +37 4 £62,500 +25.00% 1
East Midlands +13 1 - -

For the 6 months to 22 October 2019, 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.

1 161 (68.51%) Data Warehouse
2 151 (64.26%) SQL
3 125 (53.19%) Hadoop
4 111 (47.23%) Analytics
5 108 (45.96%) Oracle
6 101 (42.98%) Big Data
7 100 (42.55%) ETL
7 100 (42.55%) Agile Software Development
8 98 (41.70%) Business Intelligence
9 87 (37.02%) Finance
10 84 (35.74%) Azure
11 82 (34.89%) Python
12 78 (33.19%) Data Modelling
12 78 (33.19%) AWS
13 64 (27.23%) Informatica
14 63 (26.81%) GCP
15 60 (25.53%) Apache Hive
16 56 (23.83%) Analytical Skills
17 55 (23.40%) Apache Spark
18 53 (22.55%) BigQuery
19 50 (21.28%) Data Integration
19 50 (21.28%) Linux
19 50 (21.28%) SQL Server
19 50 (21.28%) Banking
19 50 (21.28%) Retail
20 49 (20.85%) DevOps
21 47 (20.00%) PL/SQL
22 45 (19.15%) R
23 44 (18.72%) Amazon Redshift
23 44 (18.72%) Data Lake

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 55 (23.40%) Apache Spark
2 26 (11.06%) SAS
3 20 (8.51%) Apache Airflow
4 14 (5.96%) Apache
5 11 (4.68%) MQSeries
5 11 (4.68%) WebSphere
5 11 (4.68%) WebSphere Application Server
6 3 (1.28%) Apache Pig
7 1 (0.43%) Confluence
Applications
1 2 (0.85%) Microsoft Excel
1 2 (0.85%) SPSS
2 1 (0.43%) Microsoft Office
2 1 (0.43%) Microsoft PowerPoint
2 1 (0.43%) MS Visio
Business Applications
1 4 (1.70%) Oracle Receivables
2 3 (1.28%) SAP ERP
2 3 (1.28%) Siebel CRM
3 2 (0.85%) Adobe Campaign
3 2 (0.85%) Unica
Cloud Services
1 84 (35.74%) Azure
2 78 (33.19%) AWS
3 63 (26.81%) GCP
4 22 (9.36%) Cloud Computing
5 20 (8.51%) Power Platform
6 14 (5.96%) Amazon S3
6 14 (5.96%) GitHub
7 3 (1.28%) Veeva
8 1 (0.43%) Amazon EMR
8 1 (0.43%) IaaS
8 1 (0.43%) PaaS
8 1 (0.43%) Serverless
Database & Business Intelligence
1 161 (68.51%) Data Warehouse
2 125 (53.19%) Hadoop
3 101 (42.98%) Big Data
4 60 (25.53%) Apache Hive
5 53 (22.55%) BigQuery
6 50 (21.28%) SQL Server
7 44 (18.72%) Amazon Redshift
7 44 (18.72%) Data Lake
8 34 (14.47%) SQL Server Analysis Services
9 29 (12.34%) Relational Database
10 28 (11.91%) QlikView
11 25 (10.64%) SQL Server Reporting Services
12 24 (10.21%) SQL Server Integration Services
13 22 (9.36%) Enterprise Data Warehouse
14 21 (8.94%) Snowflake Schema
15 20 (8.51%) Power BI
16 19 (8.09%) Azure SQL Database
16 19 (8.09%) RDBMS
17 18 (7.66%) DataStage
18 17 (7.23%) Oracle Reports
Development Applications
1 37 (15.74%) Jenkins
2 29 (12.34%) JIRA
3 27 (11.49%) Selenium
4 21 (8.94%) Cucumber
5 14 (5.96%) Ant
5 14 (5.96%) ClearCase
5 14 (5.96%) Maven
5 14 (5.96%) ProC
5 14 (5.96%) PVCS
5 14 (5.96%) SonarQube
5 14 (5.96%) TeamCity
6 13 (5.53%) Team Foundation Server
7 11 (4.68%) IBM UrbanCode
8 6 (2.55%) HP UFT
9 5 (2.13%) ER Studio
9 5 (2.13%) ERwin
9 5 (2.13%) PowerDesigner
10 3 (1.28%) Git (software)
10 3 (1.28%) Subversion
General
1 87 (37.02%) Finance
2 50 (21.28%) Banking
2 50 (21.28%) Retail
3 25 (10.64%) Marketing
4 12 (5.11%) Games
5 11 (4.68%) Automotive
6 3 (1.28%) Advertising
7 2 (0.85%) Telecoms
8 1 (0.43%) Financial Institution
8 1 (0.43%) Retail Banking
Job Titles
1 71 (30.21%) Data Engineer
2 49 (20.85%) Architect
3 32 (13.62%) Data Architect
4 29 (12.34%) Consultant
5 23 (9.79%) DevOps Engineer
6 20 (8.51%) Big Data Engineer
7 19 (8.09%) Senior Data Engineer
8 16 (6.81%) Developer
9 15 (6.38%) Cloud Engineer
10 13 (5.53%) Business Intelligence Architect
10 13 (5.53%) Solutions Architect
11 12 (5.11%) Analyst
11 12 (5.11%) Business Intelligence Consultant
12 11 (4.68%) AWS Engineer
12 11 (4.68%) Data Warehouse Consultant
12 11 (4.68%) ETL Consultant
13 10 (4.26%) Senior Consultant
13 10 (4.26%) Senior DevOps
13 10 (4.26%) Senior DevOps Engineer
14 9 (3.83%) Data Consultant
Libraries, Frameworks & Software Standards
1 11 (4.68%) WebSphere MQ
2 10 (4.26%) Apache Flex
3 6 (2.55%) Velocity
4 5 (2.13%) Middleware
5 4 (1.70%) Node.js
6 3 (1.28%) Kafka
7 2 (0.85%) CSS
8 1 (0.43%) AngularJS
8 1 (0.43%) Apache NiFi
8 1 (0.43%) HTML
8 1 (0.43%) Natural Language Processing
8 1 (0.43%) NumPy
8 1 (0.43%) Pandas
8 1 (0.43%) React
8 1 (0.43%) scikit-learn
8 1 (0.43%) Spring
8 1 (0.43%) TensorFlow
8 1 (0.43%) Web Services
Miscellaneous
1 56 (23.83%) Analytical Skills
2 14 (5.96%) Mainframe
3 7 (2.98%) Clustering
4 6 (2.55%) Management Information System
5 5 (2.13%) Greenfield Project
5 5 (2.13%) Virtual Team
6 4 (1.70%) CMDB
6 4 (1.70%) Reinsurance
6 4 (1.70%) Self-Motivation
7 3 (1.28%) Cloud Native
7 3 (1.28%) Data Structures
7 3 (1.28%) FMCG
7 3 (1.28%) Public Cloud
8 2 (0.85%) User Experience
9 1 (0.43%) Algorithms
9 1 (0.43%) Credit Risk
9 1 (0.43%) Reference Data
9 1 (0.43%) Replication
Operating Systems
1 50 (21.28%) Linux
2 24 (10.21%) Unix
3 14 (5.96%) zOS
4 5 (2.13%) Windows
5 1 (0.43%) Red Hat Enterprise Linux
Processes & Methodologies
1 111 (47.23%) Analytics
2 100 (42.55%) Agile Software Development
2 100 (42.55%) ETL
3 98 (41.70%) Business Intelligence
4 78 (33.19%) Data Modelling
5 50 (21.28%) Data Integration
6 49 (20.85%) DevOps
7 42 (17.87%) Data Transformation
8 39 (16.60%) Data Strategy
8 39 (16.60%) Decision-Making
9 38 (16.17%) Scrum
10 37 (15.74%) Project Delivery
11 36 (15.32%) Migration
12 34 (14.47%) Data Architecture
13 30 (12.77%) Data Management
13 30 (12.77%) Stakeholder Management
14 29 (12.34%) Data Analysis
15 28 (11.91%) Continuous Improvement
15 28 (11.91%) Data Science
16 27 (11.49%) Test Automation
Programming Languages
1 151 (64.26%) SQL
2 82 (34.89%) Python
3 47 (20.00%) PL/SQL
4 45 (19.15%) R
5 32 (13.62%) Java
6 31 (13.19%) Scala
7 18 (7.66%) HiveQL
7 18 (7.66%) Shell Script
8 17 (7.23%) Bash Shell
9 16 (6.81%) JavaScript
10 15 (6.38%) C
11 4 (1.70%) Go
11 4 (1.70%) T-SQL
12 3 (1.28%) MATLAB
13 1 (0.43%) C#
13 1 (0.43%) Perl
13 1 (0.43%) Ruby
13 1 (0.43%) SAS Macro
13 1 (0.43%) VBA
Qualifications
1 5 (2.13%) Degree
2 2 (0.85%) ITIL Foundation Certificate
3 1 (0.43%) DBS Check
3 1 (0.43%) Numerate Degree
3 1 (0.43%) PhD
3 1 (0.43%) SC Cleared
3 1 (0.43%) Security Cleared
Quality Assurance & Compliance
1 18 (7.66%) Data Quality
2 7 (2.98%) ISO/IEC 27001
3 4 (1.70%) PMO
4 2 (0.85%) QA
5 1 (0.43%) Actionable Recommendations
5 1 (0.43%) IFRS
5 1 (0.43%) IFRS 9
System Software
1 32 (13.62%) Docker
2 17 (7.23%) HDFS
3 1 (0.43%) Active Directory
3 1 (0.43%) Hyper-V
3 1 (0.43%) VMware Infrastructure
Systems Management
1 4 (1.70%) Kubernetes
2 2 (0.85%) Ansible
3 1 (0.43%) Ambari
3 1 (0.43%) Kibana
3 1 (0.43%) Matomo
Vendors
1 108 (45.96%) Oracle
2 64 (27.23%) Informatica
3 41 (17.45%) Google
4 39 (16.60%) Tableau
5 26 (11.06%) Ab Initio
6 17 (7.23%) Microsoft
7 16 (6.81%) IBM
8 14 (5.96%) Netezza
9 13 (5.53%) MicroStrategy
10 9 (3.83%) Cognos
10 9 (3.83%) Talend
11 8 (3.40%) Salesforce.com
12 6 (2.55%) Adobe
12 6 (2.55%) SAP
13 5 (2.13%) MuleSoft
14 4 (1.70%) Hortonworks
14 4 (1.70%) Siebel
15 3 (1.28%) Gigya
15 3 (1.28%) Vertica
16 2 (0.85%) Pega