Period
to 19 April 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 April 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 Apr 2018
Same period 2017 Same period 2016
Rank 88 83 104
Rank change year-on-year -5 +21 -9
Contract jobs citing Teradata 41 25 32
As % of all contract IT jobs advertised in Edinburgh 1.46% 1.36% 1.10%
As % of the Vendors category 4.55% 3.53% 3.08%
Number of daily rates quoted 32 19 14
Edinburgh median daily rate £415 £425 £475
Median daily rate % change year-on-year -2.35% -10.53% +2.70%
10th Percentile £378 £350 £420
90th Percentile £488 £490 £611
Scotland median daily rate £400 £425 £450
% change year-on-year -5.88% -5.56% -
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 901 709 1,039
As % of all contract IT jobs advertised in Edinburgh 32.06% 38.49% 35.72%
Number of daily rates quoted 524 376 526
Edinburgh median daily rate £400 £391 £400
Median daily rate % change year-on-year +2.24% -2.19% +6.67%
10th Percentile £207 £263 £263
90th Percentile £571 £528 £550
Scotland median daily rate £388 £375 £375
% change year-on-year +3.33% - -
Number of hourly rates quoted 11 22 5
Edinburgh median hourly rate £16.86 £23.75 £39.00
Median hourly rate % change year-on-year -29.01% -39.10% +9.09%
10th Percentile £10.88 £14.25 £18.70
90th Percentile £42.50 £52.17 £42.25
Scotland median hourly rate £16.76 £19.00 £36.00
% change year-on-year -11.79% -47.22% +100.00%

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 April 2018.

Contractor daily rate histogram for Teradata in Edinburgh

For the 6 months to 19 April 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 34 (82.93%) Finance
2 32 (78.05%) SQL
3 29 (70.73%) Hadoop
4 28 (68.29%) Banking
5 22 (53.66%) ETL
6 21 (51.22%) Migration
7 20 (48.78%) Data Analysis
7 20 (48.78%) Oracle
8 18 (43.90%) Informatica
9 17 (41.46%) Data Quality
9 17 (41.46%) ETL Development
9 17 (41.46%) Data Lake
10 16 (39.02%) Oracle Database
10 16 (39.02%) PowerCenter
10 16 (39.02%) Data Modelling
10 16 (39.02%) Data Migration
11 15 (36.59%) ERwin
12 14 (34.15%) PowerExchange
12 14 (34.15%) Unix
13 13 (31.71%) Data Warehouse
14 12 (29.27%) CA
15 8 (19.51%) Mainframe
15 8 (19.51%) SAS
15 8 (19.51%) Enterprise Data Warehouse
16 7 (17.07%) Agile Software Development
17 6 (14.63%) Business Intelligence
18 5 (12.20%) SQL Server
18 5 (12.20%) Stakeholder Management
18 5 (12.20%) Analytical Skills
18 5 (12.20%) 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 14 (34.15%) PowerExchange
2 8 (19.51%) SAS
3 2 (4.88%) Apache Spark
4 1 (2.44%) Confluence
4 1 (2.44%) Oracle SOA Suite
Applications
1 1 (2.44%) Microsoft Office
Cloud Services
1 4 (9.76%) Microsoft Azure
Database & Business Intelligence
1 29 (70.73%) Hadoop
2 17 (41.46%) Data Lake
3 16 (39.02%) Oracle Database
3 16 (39.02%) PowerCenter
4 13 (31.71%) Data Warehouse
5 8 (19.51%) Enterprise Data Warehouse
6 5 (12.20%) Power BI
6 5 (12.20%) SQL Server
7 4 (9.76%) SAS Enterprise Guide
8 3 (7.32%) Big Data
8 3 (7.32%) BusinessObjects
8 3 (7.32%) Parquet
8 3 (7.32%) RDBMS
8 3 (7.32%) Relational Database
9 1 (2.44%) Apache Hive
9 1 (2.44%) HBase
9 1 (2.44%) Microsoft Analysis Services
9 1 (2.44%) SQL Server Analysis Services
9 1 (2.44%) SQL Server Integration Services
9 1 (2.44%) SQL Server Reporting Services
Development Applications
1 15 (36.59%) ERwin
2 2 (4.88%) JIRA
3 1 (2.44%) Artifactory
3 1 (2.44%) TeamCity
General
1 34 (82.93%) Finance
2 28 (68.29%) Banking
3 3 (7.32%) Retail Banking
4 1 (2.44%) Retail
Job Titles
1 28 (68.29%) Developer
2 16 (39.02%) Informatica Developer
3 8 (19.51%) Analyst
4 4 (9.76%) Architect
4 4 (9.76%) Business Intelligence Developer
4 4 (9.76%) Lead Developer
4 4 (9.76%) Power BI Developer
4 4 (9.76%) SAS Developer
4 4 (9.76%) Teradata Developer
5 3 (7.32%) Data Analyst
5 3 (7.32%) Data Architect
5 3 (7.32%) Teradata Analyst
6 2 (4.88%) Banking Analyst
6 2 (4.88%) Business Analyst
6 2 (4.88%) Designer
6 2 (4.88%) Developer Analyst
6 2 (4.88%) Senior Analyst
6 2 (4.88%) Senior Data Analyst
6 2 (4.88%) Senior Data Architect
6 2 (4.88%) Solutions Designer
Libraries, Frameworks & Software Standards
1 1 (2.44%) HTML
1 1 (2.44%) HTML5
1 1 (2.44%) Kafka
Miscellaneous
1 8 (19.51%) Mainframe
2 5 (12.20%) Analytical Skills
3 2 (4.88%) Greenfield Project
4 1 (2.44%) Self-Motivation
4 1 (2.44%) Taxonomies
4 1 (2.44%) VSAM
Operating Systems
1 14 (34.15%) Unix
Processes & Methodologies
1 22 (53.66%) ETL
2 21 (51.22%) Migration
3 20 (48.78%) Data Analysis
4 17 (41.46%) ETL Development
5 16 (39.02%) Data Migration
5 16 (39.02%) Data Modelling
6 7 (17.07%) Agile Software Development
7 6 (14.63%) Business Intelligence
8 5 (12.20%) Stakeholder Management
9 4 (9.76%) Data Visualisation
9 4 (9.76%) Visualisation
10 3 (7.32%) Data Architecture
11 2 (4.88%) Analytics
11 2 (4.88%) DevOps
11 2 (4.88%) Logical Data Model
11 2 (4.88%) Risk Management
12 1 (2.44%) Data Security
12 1 (2.44%) Physical Data Model
12 1 (2.44%) SOA
12 1 (2.44%) Test Planning
Programming Languages
1 32 (78.05%) SQL
2 2 (4.88%) Java
3 1 (2.44%) Dart
3 1 (2.44%) JavaScript
3 1 (2.44%) R
3 1 (2.44%) Scala
Quality Assurance & Compliance
1 17 (41.46%) Data Quality
2 1 (2.44%) QA
System Software
1 1 (2.44%) HDFS
1 1 (2.44%) Virtual Machines
Systems Management
1 1 (2.44%) Hadoop YARN
Vendors
1 20 (48.78%) Oracle
2 18 (43.90%) Informatica
3 12 (29.27%) CA
4 3 (7.32%) IBM
5 1 (2.44%) Cloudera
5 1 (2.44%) Microsoft
5 1 (2.44%) Twitter