Period
to 19 February 2018

The table below provides summary statistics for contract job vacancies advertised in Edinburgh with a requirement for knowledge and experience of Teradata products and/or services. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Teradata over the 6 months to 19 February 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

The figures below represent the IT contractor job market in general and are not representative of contractor rates within Teradata.

Teradata
Scotland > Edinburgh
6 months to
19 Feb 2018
Same period 2017 Same period 2016
Rank 109 91 117
Rank change year-on-year -18 +26 -30
Contract jobs citing Teradata 30 15 26
As % of all contract IT jobs advertised in Edinburgh 1.01% 0.87% 0.85%
As % of the Vendors category 3.08% 2.10% 2.47%
Number of daily rates quoted 23 13 13
Edinburgh median daily rate £430 £425 £450
Median daily rate % change year-on-year +1.18% -5.56% -7.69%
10th Percentile £400 £353 £297
90th Percentile £488 £450 £615
Scotland median daily rate £413 £425 £438
% change year-on-year -2.94% -2.86% -5.41%
Number of hourly rates quoted 0 0 0
Edinburgh median hourly rate - - -
Scotland median hourly rate - - -

Teradata is in the Vendor Products and Services category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies with a requirement for knowledge or experience of vendor products and services advertised in Edinburgh.

All Vendors
Edinburgh
Contract vacancies with a requirement for knowledge or experience of vendor products and services 974 713 1,053
As % of all contract IT jobs advertised in Edinburgh 32.66% 41.41% 34.57%
Number of daily rates quoted 561 390 511
Edinburgh median daily rate £400 £375 £400
Median daily rate % change year-on-year +6.67% -6.25% -
10th Percentile £243 £210 £255
90th Percentile £575 £526 £550
Scotland median daily rate £388 £350 £375
% change year-on-year +10.71% -6.67% -
Number of hourly rates quoted 11 17 8
Edinburgh median hourly rate £16.86 £19.00 £28.71
Median hourly rate % change year-on-year -11.26% -33.83% +40.85%
10th Percentile £13.00 £14.25 £11.86
90th Percentile £35.00 £52.17 £42.25
Scotland median hourly rate £20.00 £17.00 £19.00
% change year-on-year +17.65% -10.53% +12.53%

Teradata
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for Teradata in Edinburgh

Teradata
Contractor Daily Rate Trend in Edinburgh

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Teradata in Edinburgh.

Contractor daily rate trend for Teradata in Edinburgh

Teradata
Contractor Daily Rate Histogram in Edinburgh

The daily rate distribution of IT jobs citing Teradata in Edinburgh over the 6 months to 19 February 2018.

Contractor daily rate histogram for Teradata in Edinburgh

For the 6 months to 19 February 2018, IT contractor 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 contract job ads across the Edinburgh region with a requirement for Teradata.

1 23 (76.67%) Banking
2 22 (73.33%) SQL
3 21 (70.00%) Finance
3 21 (70.00%) Hadoop
4 17 (56.67%) Oracle
4 17 (56.67%) ETL
5 14 (46.67%) Data Analysis
5 14 (46.67%) Data Quality
6 13 (43.33%) Migration
6 13 (43.33%) Informatica
7 11 (36.67%) ERwin
7 11 (36.67%) Data Modelling
7 11 (36.67%) ETL Development
7 11 (36.67%) Data Lake
8 10 (33.33%) Oracle Database
8 10 (33.33%) Data Migration
8 10 (33.33%) PowerCenter
9 9 (30.00%) Data Warehouse
10 8 (26.67%) Unix
10 8 (26.67%) CA
10 8 (26.67%) PowerExchange
11 7 (23.33%) SQL Server
12 6 (20.00%) SAS
12 6 (20.00%) Mainframe
12 6 (20.00%) Agile Software Development
13 5 (16.67%) Business Intelligence
14 4 (13.33%) BusinessObjects
14 4 (13.33%) Stakeholder Management
14 4 (13.33%) Retail Banking
14 4 (13.33%) Power BI

Teradata
Co-occurring IT Skills in Edinburgh 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 8 (26.67%) PowerExchange
2 6 (20.00%) SAS
3 2 (6.67%) Apache Spark
4 1 (3.33%) Confluence
4 1 (3.33%) Oracle SOA Suite
Applications
1 2 (6.67%) Microsoft Office
Cloud Services
1 2 (6.67%) Microsoft Azure
Database & Business Intelligence
1 21 (70.00%) Hadoop
2 11 (36.67%) Data Lake
3 10 (33.33%) Oracle Database
3 10 (33.33%) PowerCenter
4 9 (30.00%) Data Warehouse
5 7 (23.33%) SQL Server
6 4 (13.33%) BusinessObjects
6 4 (13.33%) Enterprise Data Warehouse
6 4 (13.33%) Power BI
7 3 (10.00%) Big Data
7 3 (10.00%) Parquet
7 3 (10.00%) RDBMS
7 3 (10.00%) Relational Database
8 2 (6.67%) Microsoft Analysis Services
8 2 (6.67%) SAS Enterprise Guide
8 2 (6.67%) SQL Server Analysis Services
8 2 (6.67%) SQL Server Integration Services
8 2 (6.67%) SQL Server Reporting Services
9 1 (3.33%) Apache Hive
9 1 (3.33%) HBase
Development Applications
1 11 (36.67%) ERwin
2 3 (10.00%) JIRA
3 1 (3.33%) Artifactory
3 1 (3.33%) TeamCity
General
1 23 (76.67%) Banking
2 21 (70.00%) Finance
3 4 (13.33%) Retail Banking
Job Titles
1 16 (53.33%) Developer
2 11 (36.67%) Informatica Developer
3 8 (26.67%) Analyst
4 4 (13.33%) Architect
5 3 (10.00%) Banking Analyst
5 3 (10.00%) Data Analyst
5 3 (10.00%) Data Architect
6 2 (6.67%) Business Analyst
6 2 (6.67%) Business Intelligence Developer
6 2 (6.67%) DBA
6 2 (6.67%) Lead Developer
6 2 (6.67%) Power BI Developer
6 2 (6.67%) SAS Developer
6 2 (6.67%) Senior Analyst
6 2 (6.67%) Senior Architect
6 2 (6.67%) Senior Data Analyst
6 2 (6.67%) Senior Data Architect
6 2 (6.67%) SQL DBA
6 2 (6.67%) SQL Server DBA
6 2 (6.67%) Teradata Analyst
Libraries, Frameworks & Software Standards
1 1 (3.33%) HTML
1 1 (3.33%) HTML5
1 1 (3.33%) Kafka
Miscellaneous
1 6 (20.00%) Mainframe
2 3 (10.00%) Analytical Skills
3 1 (3.33%) Greenfield Project
3 1 (3.33%) Taxonomies
3 1 (3.33%) VSAM
Operating Systems
1 8 (26.67%) Unix
Processes & Methodologies
1 17 (56.67%) ETL
2 14 (46.67%) Data Analysis
3 13 (43.33%) Migration
4 11 (36.67%) Data Modelling
4 11 (36.67%) ETL Development
5 10 (33.33%) Data Migration
6 6 (20.00%) Agile Software Development
7 5 (16.67%) Business Intelligence
8 4 (13.33%) Stakeholder Management
9 3 (10.00%) Business Analysis
9 3 (10.00%) Data Architecture
9 3 (10.00%) Data Lineage
9 3 (10.00%) DevOps
10 2 (6.67%) Analytics
10 2 (6.67%) Data Mapping
10 2 (6.67%) Data Visualisation
10 2 (6.67%) Visualisation
11 1 (3.33%) Data Governance
11 1 (3.33%) Data Integration
11 1 (3.33%) Machine Learning
Programming Languages
1 22 (73.33%) SQL
2 1 (3.33%) Dart
2 1 (3.33%) Java
2 1 (3.33%) JavaScript
2 1 (3.33%) R
2 1 (3.33%) Scala
Quality Assurance & Compliance
1 14 (46.67%) Data Quality
2 1 (3.33%) QA
System Software
1 2 (6.67%) Virtual Machines
2 1 (3.33%) HDFS
Systems Management
1 1 (3.33%) Hadoop YARN
Vendors
1 17 (56.67%) Oracle
2 13 (43.33%) Informatica
3 8 (26.67%) CA
4 3 (10.00%) IBM
5 2 (6.67%) Microsoft
6 1 (3.33%) Twitter