Period
to 12 December 2019

The table below provides summary statistics for contract job vacancies 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 12 December 2019 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
UK
6 months to
12 Dec 2019
Same period 2018 Same period 2017
Rank 635 666 644
Rank change year-on-year +31 -22 -114
Contract jobs citing Teradata 154 247 264
As % of all contract IT jobs advertised in the UK 0.19% 0.23% 0.26%
As % of the Vendors category 0.44% 0.55% 0.60%
Number of daily rates quoted 90 156 151
UK median daily rate £569 £475 £470
Median daily rate % change year-on-year +19.79% +1.06% +4.44%
10th Percentile £400 £363 £325
90th Percentile £725 £600 £663
UK excluding London median daily rate £600 £450 £450
% change year-on-year +33.33% - +12.50%
Number of hourly rates quoted 0 0 0
UK median hourly rate - - -
UK excluding London 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.

All Vendors
UK
Contract vacancies with a requirement for knowledge or experience of vendor products and services 34,954 44,592 43,792
As % of all contract IT jobs advertised in the UK 43.67% 42.34% 42.37%
Number of daily rates quoted 21,811 27,723 27,395
UK median daily rate £450 £450 £435
Median daily rate % change year-on-year - +3.45% +3.57%
10th Percentile £225 £255 £234
90th Percentile £638 £625 £625
UK excluding London median daily rate £425 £425 £400
% change year-on-year - +6.25% +3.23%
Number of hourly rates quoted 1,482 1,641 1,412
UK median hourly rate £19.11 £17.50 £17.50
Median hourly rate % change year-on-year +9.17% - +2.94%
10th Percentile £11.25 £10.75 £10.57
90th Percentile £52.20 £47.37 £45.23
UK excluding London median hourly rate £18.00 £16.50 £16.50
% change year-on-year +9.09% - -

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
Contractor Daily Rate Trend

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

Contractor daily rate trend for Teradata in the UK

Teradata
Contractor Daily Rate Histogram

The daily rate distribution of IT jobs citing Teradata over the 6 months to 12 December 2019.

Contractor daily rate histogram for Teradata in the UK

Teradata
Contractor Hourly Rate Trend

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Teradata.

Contractor hourly rate trend for Teradata in the UK

Teradata
Top 13 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Teradata within the UK over the 6 months to 12 December 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +31 129 £575 +27.78% 15
London +122 76 £550 +10.00% 7
UK excluding London -38 76 £600 +33.33% 10
South West -54 25 £610 +39.43%
Scotland +14 17 £456 -13.10% 2
East of England +48 16 £600 +26.32% 1
North of England +33 6 £463 +15.63%
Wales +27 6 £425 -30.89%
North West +12 6 £463 +15.63%
Midlands +31 5 £550 +46.67% 1
East Midlands +17 3 £550 +40.13%
West Midlands +34 2 - - 1
South East +27 1 £700 +55.56% 6

For the 6 months to 12 December 2019, 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 with a requirement for Teradata.

1 82 (53.25%) SQL
2 68 (44.16%) ETL
3 66 (42.86%) Hadoop
4 64 (41.56%) Oracle
5 49 (31.82%) Finance
6 47 (30.52%) Data Warehouse
7 46 (29.87%) Analytics
8 45 (29.22%) Big Data
9 44 (28.57%) Agile Software Development
10 43 (27.92%) Business Intelligence
11 38 (24.68%) Linux
12 31 (20.13%) Python
12 31 (20.13%) Migration
13 28 (18.18%) DB2
14 26 (16.88%) Apache Spark
15 25 (16.23%) Java
15 25 (16.23%) SAS
15 25 (16.23%) Data Quality
16 23 (14.94%) Apache Hive
16 23 (14.94%) Data Integration
16 23 (14.94%) Data Modelling
16 23 (14.94%) DevOps
17 22 (14.29%) Unix
17 22 (14.29%) AWS
17 22 (14.29%) Data Management
18 21 (13.64%) DataStage
18 21 (13.64%) Analytical Skills
19 20 (12.99%) Data Migration
19 20 (12.99%) Scala
20 19 (12.34%) Tableau

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 26 (16.88%) Apache Spark
2 25 (16.23%) SAS
3 3 (1.95%) Apache Airflow
4 1 (0.65%) Apache
4 1 (0.65%) Apache Pig
4 1 (0.65%) Apache Solr
4 1 (0.65%) Blackberry Enterprise Server
4 1 (0.65%) Elasticsearch
4 1 (0.65%) Jupyter
4 1 (0.65%) OpenStack
Applications
1 7 (4.55%) Microsoft Excel
2 1 (0.65%) Microsoft PowerPoint
2 1 (0.65%) SPSS
Business Applications
1 1 (0.65%) Adobe Campaign
1 1 (0.65%) Unica
Cloud Services
1 22 (14.29%) AWS
2 14 (9.09%) Amazon S3
2 14 (9.09%) GCP
3 12 (7.79%) Serverless
4 11 (7.14%) Amazon EMR
4 11 (7.14%) AWS CloudFormation
4 11 (7.14%) AWS Lambda
5 10 (6.49%) Amazon EC2
6 8 (5.19%) Power Platform
7 7 (4.55%) Virtual Private Cloud
8 6 (3.90%) Amazon Kinesis
9 5 (3.25%) Azure
10 1 (0.65%) Azure Data Factory
10 1 (0.65%) Boomi
10 1 (0.65%) GitHub
Communications & Networking
1 12 (7.79%) FTP
2 3 (1.95%) Kerberos
3 2 (1.30%) SSL
4 1 (0.65%) SMS
Database & Business Intelligence
1 66 (42.86%) Hadoop
2 47 (30.52%) Data Warehouse
3 45 (29.22%) Big Data
4 28 (18.18%) DB2
5 23 (14.94%) Apache Hive
6 21 (13.64%) DataStage
7 19 (12.34%) Relational Database
8 18 (11.69%) Amazon Redshift
8 18 (11.69%) BusinessObjects
9 16 (10.39%) HBase
9 16 (10.39%) SQL Server
10 14 (9.09%) PostgreSQL
11 13 (8.44%) Informix
11 13 (8.44%) SQL Server Analysis Services
12 12 (7.79%) QualityStage
12 12 (7.79%) RDBMS
12 12 (7.79%) Snowflake Schema
13 11 (7.14%) Data Lake
13 11 (7.14%) IBM InfoSphere
14 10 (6.49%) Oracle ODI
Development Applications
1 8 (5.19%) Git (software)
1 8 (5.19%) JIRA
2 7 (4.55%) Jenkins
3 2 (1.30%) Team Foundation Server
4 1 (0.65%) Artifactory
4 1 (0.65%) ER Studio
4 1 (0.65%) ERwin
4 1 (0.65%) HP UFT
4 1 (0.65%) Maven
4 1 (0.65%) PowerDesigner
4 1 (0.65%) Selenium
General
1 49 (31.82%) Finance
2 18 (11.69%) Banking
3 7 (4.55%) Retail
3 7 (4.55%) Retail Banking
4 4 (2.60%) Automotive
4 4 (2.60%) Marketing
4 4 (2.60%) Public Sector
5 3 (1.95%) Electronics
5 3 (1.95%) Manufacturing
5 3 (1.95%) Telecoms
6 2 (1.30%) Pharmaceutical
7 1 (0.65%) Billing
7 1 (0.65%) Investment Banking
Job Titles
1 28 (18.18%) Developer
2 20 (12.99%) Analyst
3 19 (12.34%) Data Engineer
4 17 (11.04%) Administrator
4 17 (11.04%) ETL Developer
5 16 (10.39%) Architect
6 15 (9.74%) Data Architect
7 13 (8.44%) SAS Administrator
8 12 (7.79%) Consultant
9 11 (7.14%) DBA
9 11 (7.14%) Teradata DBA
10 10 (6.49%) Data Analyst
11 9 (5.84%) DataStage Developer
12 8 (5.19%) DataStage ETL Developer
12 8 (5.19%) Hadoop Administrator
12 8 (5.19%) Platform Engineer
13 7 (4.55%) Designer
13 7 (4.55%) Senior Platform Engineer
13 7 (4.55%) Systems Engineer
13 7 (4.55%) Teradata Developer
Libraries, Frameworks & Software Standards
1 16 (10.39%) Middleware
2 14 (9.09%) Kafka
2 14 (9.09%) XML
3 12 (7.79%) XML Schema
4 2 (1.30%) Velocity
5 1 (0.65%) .NET
5 1 (0.65%) .NET Framework
5 1 (0.65%) Apache NiFi
5 1 (0.65%) D3.js
5 1 (0.65%) Natural Language Processing
5 1 (0.65%) NumPy
5 1 (0.65%) Pandas
5 1 (0.65%) PySpark
5 1 (0.65%) scikit-learn
5 1 (0.65%) Spark Streaming
5 1 (0.65%) Web Services
Miscellaneous
1 21 (13.64%) Analytical Skills
2 18 (11.69%) Management Information System
3 7 (4.55%) Data Structures
4 4 (2.60%) Algorithms
4 4 (2.60%) Clustering
4 4 (2.60%) Mainframe
5 3 (1.95%) Greenfield Project
6 2 (1.30%) Replication
7 1 (0.65%) Blog
7 1 (0.65%) Data Protection Act
7 1 (0.65%) FMCG
7 1 (0.65%) Public Cloud
7 1 (0.65%) Self-Motivation
7 1 (0.65%) VSAM
Operating Systems
1 38 (24.68%) Linux
2 22 (14.29%) Unix
3 2 (1.30%) SUSE Linux Enterprise Server
3 2 (1.30%) Windows
4 1 (0.65%) AIX
4 1 (0.65%) Red Hat Enterprise Linux
4 1 (0.65%) Solaris
4 1 (0.65%) SUSE
4 1 (0.65%) zOS
Processes & Methodologies
1 68 (44.16%) ETL
2 46 (29.87%) Analytics
3 44 (28.57%) Agile Software Development
4 43 (27.92%) Business Intelligence
5 31 (20.13%) Migration
6 23 (14.94%) Data Integration
6 23 (14.94%) Data Modelling
6 23 (14.94%) DevOps
7 22 (14.29%) Data Management
8 20 (12.99%) Data Migration
9 18 (11.69%) Data Engineering
10 17 (11.04%) Data Science
10 17 (11.04%) SDLC
10 17 (11.04%) Stakeholder Management
11 16 (10.39%) ITIL
12 14 (9.09%) Data Architecture
12 14 (9.09%) Machine Learning
12 14 (9.09%) Performance Tuning
13 12 (7.79%) Data Mapping
14 11 (7.14%) V-Model
Programming Languages
1 82 (53.25%) SQL
2 31 (20.13%) Python
3 25 (16.23%) Java
4 20 (12.99%) Scala
5 19 (12.34%) Shell Script
6 10 (6.49%) R
7 8 (5.19%) PL/SQL
8 5 (3.25%) HiveQL
9 3 (1.95%) VBA
10 2 (1.30%) Bash Shell
10 2 (1.30%) C++
10 2 (1.30%) Go
10 2 (1.30%) JavaScript
10 2 (1.30%) Kotlin
10 2 (1.30%) Perl
11 1 (0.65%) C
11 1 (0.65%) C#
11 1 (0.65%) Clojure
11 1 (0.65%) Julia
Qualifications
1 10 (6.49%) Security Cleared
2 9 (5.84%) SC Cleared
3 8 (5.19%) Degree
4 5 (3.25%) (ISC)2 CCSP
4 5 (3.25%) Cisco Certification
4 5 (3.25%) CISSP
4 5 (3.25%) CSSLP
4 5 (3.25%) ISSAP
5 1 (0.65%) DV Cleared
Quality Assurance & Compliance
1 25 (16.23%) Data Quality
2 14 (9.09%) QA
3 4 (2.60%) ISO/IEC 27001
4 3 (1.95%) PMO
System Software
1 12 (7.79%) HDFS
2 6 (3.90%) Docker
3 2 (1.30%) Tivoli Workload Scheduler
4 1 (0.65%) Apache Flume
Systems Management
1 5 (3.25%) Hadoop YARN
2 4 (2.60%) Control-M
3 3 (1.95%) HP ALM
3 3 (1.95%) Oozie
4 2 (1.30%) Ambari
4 2 (1.30%) Ansible
4 2 (1.30%) Kubernetes
4 2 (1.30%) Tivoli
5 1 (0.65%) NetBackup
5 1 (0.65%) Opscode Chef
5 1 (0.65%) Puppet
Vendors
1 64 (41.56%) Oracle
2 19 (12.34%) Tableau
3 18 (11.69%) Informatica
4 15 (9.74%) IBM
5 14 (9.09%) HP
6 11 (7.14%) Citrix
6 11 (7.14%) Google
7 10 (6.49%) Microsoft
8 8 (5.19%) Ab Initio
8 8 (5.19%) Cloudera
8 8 (5.19%) DataFlux
8 8 (5.19%) Hyperion
8 8 (5.19%) MicroStrategy
8 8 (5.19%) SAP
9 6 (3.90%) Netezza
10 4 (2.60%) Hortonworks
10 4 (2.60%) Talend
11 2 (1.30%) Cognos
11 2 (1.30%) Sybase
12 1 (0.65%) NetApp