Period
to 2 April 2020

The table below provides summary statistics for contract job vacancies advertised in England with a requirement for knowledge and experience of Databricks products and/or services. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Databricks over the 6 months to 2 April 2020 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 Databricks.

Databricks
UK > England
6 months to
2 Apr 2020
Same period 2019 Same period 2018
Rank 435 718 855
Rank change year-on-year +283 +137 -
Contract jobs citing Databricks 222 119 16
As % of all contract jobs advertised in England 0.40% 0.14% 0.017%
As % of the Vendors category 0.93% 0.32% 0.041%
Number of daily rates quoted 159 58 14
Median daily rate £525 £531 £519
Median daily rate % change year-on-year -1.18% +2.41% -
10th Percentile £413 £324 £444
90th Percentile £688 £738 £588
UK median daily rate £525 £525 £519
% change year-on-year - +1.20% -
Number of hourly rates quoted 1 0 0
Median hourly rate £27.43 - -
UK median hourly rate £27.43 - -

Databricks 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 England.

All Vendors
England
Contract vacancies with a requirement for knowledge or experience of vendor products and services 23,856 37,543 38,843
As % of all contract IT jobs advertised in England 42.84% 42.61% 41.63%
Number of daily rates quoted 14,530 23,657 24,374
Median daily rate £450 £454 £450
Median daily rate % change year-on-year -0.88% +0.89% +5.88%
10th Percentile £220 £263 £250
90th Percentile £650 £638 £625
UK median daily rate £450 £450 £450
Number of hourly rates quoted 1,064 1,262 1,318
Median hourly rate £19.00 £18.00 £17.50
Median hourly rate % change year-on-year +5.56% +2.86% -
10th Percentile £11.86 £10.92 £11.00
90th Percentile £50.00 £48.75 £47.50
Median hourly rate £19.50 £18.00 £17.50
% change year-on-year +8.33% +2.86% +2.94%

Databricks
Job Vacancy Trend in England

Job postings citing Databricks as a proportion of all IT jobs advertised in England.

Job vacancy trend for Databricks in England

Databricks
Contractor Daily Rate Trend in England

3-month moving average daily rate quoted in jobs citing Databricks in England.

Daily rate trend for Databricks in England

Databricks
Daily Rate Histogram in England

Daily rate distribution for jobs citing Databricks in England over the 6 months to 2 April 2020.

Daily rate histogram for Databricks in England

Databricks
Contractor Hourly Rate Trend in England

3-month moving average hourly rates quoted in jobs citing Databricks in England.

Hourly rate trend for Databricks in England

Databricks
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Databricks within the England region over the 6 months to 2 April 2020. 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
London +217 136 £550 - 36
South East +97 35 £494 +3.95% 12
North of England +99 24 £538 +53.57% 7
Yorkshire +67 22 £513 +51.85% 2
Midlands +66 12 £475 -13.64% 5
West Midlands +65 10 £475 +19.61% 5
South West - 8 £481 - 1
East of England +28 5 £438 -42.81% 4
North West +32 2 £563 +18.42% 5
East Midlands +18 1 £450 -35.71%
Databricks
UK

For the 6 months to 2 April 2020, IT contractor jobs citing Databricks 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 England region with a requirement for Databricks.

1 207 (93.24%) Azure
2 130 (58.56%) SQL
3 114 (51.35%) Data Lake
4 112 (50.45%) Python
5 106 (47.75%) Azure Data Factory
6 97 (43.69%) Data Warehouse
7 96 (43.24%) Microsoft
8 79 (35.59%) Business Intelligence
9 73 (32.88%) Azure SQL Database
10 70 (31.53%) Agile Software Development
11 64 (28.83%) Analytics
12 61 (27.48%) DevOps
13 59 (26.58%) ETL
14 52 (23.42%) Big Data
15 46 (20.72%) Scala
16 45 (20.27%) SQL Server
17 42 (18.92%) C#
17 42 (18.92%) Power BI
17 42 (18.92%) Data Engineering
17 42 (18.92%) Power Platform
18 41 (18.47%) Azure SQL Data Warehouse
19 39 (17.57%) Finance
20 38 (17.12%) Apache Spark
21 37 (16.67%) Visualisation
22 35 (15.77%) Data Modelling
22 35 (15.77%) PySpark
23 34 (15.32%) SQL Server Integration Services
24 32 (14.41%) SQL Server Analysis Services
25 31 (13.96%) Kimball Methodology
26 30 (13.51%) Visual Studio Team System

Databricks
Co-occurring IT Skills in England 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 38 (17.12%) Apache Spark
2 5 (2.25%) Apache Airflow
2 5 (2.25%) SharePoint
3 3 (1.35%) Confluence
4 2 (0.90%) Apache
4 2 (0.90%) Apache Pig
4 2 (0.90%) Cloud Foundry
4 2 (0.90%) SAS
5 1 (0.45%) Elasticsearch
5 1 (0.45%) Pachyderm
Applications
1 4 (1.80%) Microsoft Excel
2 1 (0.45%) MS Visio
Business Applications
1 3 (1.35%) Dynamics CRM
2 1 (0.45%) NetSuite
2 1 (0.45%) SAP Oil and Gas
Cloud Services
1 207 (93.24%) Azure
2 106 (47.75%) Azure Data Factory
3 42 (18.92%) Power Platform
4 28 (12.61%) Serverless
5 25 (11.26%) Azure Functions
6 18 (8.11%) AWS
7 8 (3.60%) Azure Machine Learning
8 7 (3.15%) GCP
9 6 (2.70%) PaaS
10 5 (2.25%) Azure Active Directory
10 5 (2.25%) Azure Stack
11 4 (1.80%) Dynamics 365
11 4 (1.80%) GitHub
12 3 (1.35%) IaaS
12 3 (1.35%) Office 365
13 2 (0.90%) Amazon EMR
13 2 (0.90%) Data Lake Analytics
14 1 (0.45%) Amazon SageMaker
14 1 (0.45%) AWS CloudFormation
14 1 (0.45%) Boomi
Database & Business Intelligence
1 114 (51.35%) Data Lake
2 97 (43.69%) Data Warehouse
3 73 (32.88%) Azure SQL Database
4 52 (23.42%) Big Data
5 45 (20.27%) SQL Server
6 42 (18.92%) Power BI
7 41 (18.47%) Azure SQL Data Warehouse
8 34 (15.32%) SQL Server Integration Services
9 32 (14.41%) SQL Server Analysis Services
10 23 (10.36%) Hadoop
11 17 (7.66%) Microsoft Analysis Services
12 15 (6.76%) Relational Database
13 11 (4.95%) Cosmos DB
14 10 (4.50%) RDBMS
14 10 (4.50%) Snowflake Schema
14 10 (4.50%) SQL Server Reporting Services
15 7 (3.15%) HDInsight
15 7 (3.15%) OLAP
16 5 (2.25%) Data Mart
17 4 (1.80%) SQL Server 2017
Development Applications
1 30 (13.51%) Visual Studio Team System
2 27 (12.16%) Git (software)
3 17 (7.66%) Jenkins
4 13 (5.86%) JIRA
5 4 (1.80%) Octopus Deploy
5 4 (1.80%) SQL Server Management Studio (SSMS)
5 4 (1.80%) Team Foundation Server
5 4 (1.80%) TeamCity
6 3 (1.35%) Cucumber
6 3 (1.35%) Visual Studio
7 2 (0.90%) JMeter
7 2 (0.90%) PyCharm
7 2 (0.90%) SpecFlow
8 1 (0.45%) Ant
8 1 (0.45%) Artifactory
8 1 (0.45%) ER Studio
8 1 (0.45%) ERwin
8 1 (0.45%) GitLab
8 1 (0.45%) PowerDesigner
8 1 (0.45%) tSQLt
General
1 39 (17.57%) Finance
2 20 (9.01%) Retail
3 10 (4.50%) Legal
3 10 (4.50%) Public Sector
4 7 (3.15%) Front Office
5 6 (2.70%) Banking
6 4 (1.80%) Publishing
7 2 (0.90%) Games
7 2 (0.90%) Marketing
8 1 (0.45%) Back Office
8 1 (0.45%) Billing
8 1 (0.45%) Corporate Banking
8 1 (0.45%) Investment Banking
8 1 (0.45%) Law
8 1 (0.45%) Manufacturing
8 1 (0.45%) Pharmaceutical
8 1 (0.45%) Retail Banking
Job Titles
1 68 (30.63%) Data Engineer
2 51 (22.97%) Azure Engineer
3 42 (18.92%) Architect
4 40 (18.02%) Developer
5 34 (15.32%) Data Architect
6 30 (13.51%) Azure Developer
7 21 (9.46%) Azure Architect
8 16 (7.21%) DevOps Engineer
9 15 (6.76%) Analyst
9 15 (6.76%) Business Intelligence Developer
10 12 (5.41%) Azure DevOps Engineer
10 12 (5.41%) Python Engineer
10 12 (5.41%) Senior Data Engineer
11 11 (4.95%) Big Data Engineer
12 10 (4.50%) Consultant
12 10 (4.50%) Data Analyst
13 8 (3.60%) Azure Consultant
13 8 (3.60%) C# Developer
13 8 (3.60%) Data Scientist
14 7 (3.15%) Data Consultant
Libraries, Frameworks & Software Standards
1 35 (15.77%) PySpark
2 15 (6.76%) .NET
3 13 (5.86%) TensorFlow
4 10 (4.50%) scikit-learn
5 9 (4.05%) Keras
5 9 (4.05%) MLlib
6 7 (3.15%) HTML
6 7 (3.15%) HTML5
6 7 (3.15%) Web Services
7 6 (2.70%) Kafka
7 6 (2.70%) React
7 6 (2.70%) Velocity
8 5 (2.25%) JSON
8 5 (2.25%) MDX
8 5 (2.25%) XML
9 3 (1.35%) Node.js
9 3 (1.35%) NumPy
9 3 (1.35%) Pandas
10 2 (0.90%) Natural Language Processing
10 2 (0.90%) RESTful
Miscellaneous
1 29 (13.06%) Analytical Skills
2 13 (5.86%) Data Structures
3 12 (5.41%) Greenfield Project
4 6 (2.70%) NHS
5 5 (2.25%) Algorithms
6 4 (1.80%) FMCG
6 4 (1.80%) Public Cloud
7 3 (1.35%) Management Information System
7 3 (1.35%) Self-Motivation
7 3 (1.35%) User Experience
8 2 (0.90%) Enterprise Software
9 1 (0.45%) Marketing Technology
9 1 (0.45%) PMI
9 1 (0.45%) Replication
Operating Systems
1 8 (3.60%) Windows
2 4 (1.80%) Linux
3 3 (1.35%) Windows Server
4 2 (0.90%) Red Hat Enterprise Linux
5 1 (0.45%) Unix
5 1 (0.45%) Windows 10
Processes & Methodologies
1 79 (35.59%) Business Intelligence
2 70 (31.53%) Agile Software Development
3 64 (28.83%) Analytics
4 61 (27.48%) DevOps
5 59 (26.58%) ETL
6 42 (18.92%) Data Engineering
7 37 (16.67%) Visualisation
8 35 (15.77%) Data Modelling
9 31 (13.96%) Kimball Methodology
10 30 (13.51%) Data Visualisation
11 27 (12.16%) Migration
12 25 (11.26%) Continuous Integration
12 25 (11.26%) Data Science
13 24 (10.81%) Data Architecture
13 24 (10.81%) Machine Learning
14 21 (9.46%) Scrum
15 19 (8.56%) Microservices
16 18 (8.11%) Data Governance
17 17 (7.66%) Data Analytics
17 17 (7.66%) Problem-Solving
Programming Languages
1 130 (58.56%) SQL
2 112 (50.45%) Python
3 46 (20.72%) Scala
4 42 (18.92%) C#
5 20 (9.01%) PowerShell
6 17 (7.66%) T-SQL
7 16 (7.21%) Java
8 12 (5.41%) JavaScript
9 5 (2.25%) ANSI SQL
9 5 (2.25%) U-SQL
10 4 (1.80%) Data Analysis Expressions (DAX)
10 4 (1.80%) R
11 2 (0.90%) Bash Shell
12 1 (0.45%) C
12 1 (0.45%) Go
12 1 (0.45%) Julia
12 1 (0.45%) PL/SQL
12 1 (0.45%) Ruby
Qualifications
1 10 (4.50%) Degree
2 6 (2.70%) Master's Degree
3 5 (2.25%) PhD
4 2 (0.90%) Computer Science Degree
5 1 (0.45%) (ISC)2 CCSP
5 1 (0.45%) AWS Certification
5 1 (0.45%) CCSP
5 1 (0.45%) Cisco Certification
5 1 (0.45%) CISSP
5 1 (0.45%) CompTIA Security+
5 1 (0.45%) DBS Check
5 1 (0.45%) Microsoft Certification
5 1 (0.45%) PMI Certification
5 1 (0.45%) PRINCE2 Certification
Quality Assurance & Compliance
1 7 (3.15%) GDPR
2 4 (1.80%) Data Quality
2 4 (1.80%) QA
System Software
1 26 (11.71%) Docker
2 9 (4.05%) Virtual Machines
3 4 (1.80%) Active Directory
4 1 (0.45%) Apache Flume
4 1 (0.45%) VMware Infrastructure
Systems Management
1 15 (6.76%) Kubernetes
2 12 (5.41%) Terraform
3 8 (3.60%) Ansible
4 3 (1.35%) Single Sign-On
5 2 (0.90%) CASB
6 1 (0.45%) Docker Swarm
6 1 (0.45%) Kubeflow
6 1 (0.45%) Microsoft Intune
6 1 (0.45%) Puppet
Vendors
1 96 (43.24%) Microsoft
2 11 (4.95%) Alteryx
3 9 (4.05%) Cloudera
3 9 (4.05%) Hortonworks
4 8 (3.60%) MapR
4 8 (3.60%) Tableau
5 7 (3.15%) Informatica
5 7 (3.15%) StreamSets
6 6 (2.70%) Google
7 5 (2.25%) Oracle
8 4 (1.80%) SAP
9 3 (1.35%) ServiceNow
9 3 (1.35%) Talend
10 1 (0.45%) Cognos
10 1 (0.45%) Dataiku
10 1 (0.45%) Dell
10 1 (0.45%) IBM
10 1 (0.45%) MuleSoft
10 1 (0.45%) SnapLogic
10 1 (0.45%) Twitter