Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Sqoop skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Sqoop over the 6 months to 19 November 2017 with a comparison to the same period in the previous 2 years.

Sqoop
UK > England
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 1043 1095 1224
Rank change year-on-year +52 +129 +8
Permanent jobs citing Sqoop 105 94 43
As % of all permanent IT jobs advertised in England 0.063% 0.053% 0.021%
As % of the Database & Business Intelligence category 0.21% 0.18% 0.066%
Number of salaries quoted 76 78 25
England median annual salary £70,000 £75,000 £85,000
Median salary % change year-on-year -6.67% -11.76% +6.25%
10th Percentile £37,500 £48,750 £53,500
90th Percentile £114,375 £90,000 £120,000
UK median annual salary £70,000 £75,000 £79,500
% change year-on-year -6.67% -5.66% -0.63%

Sqoop is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
England
Permanent vacancies with a requirement for database or business intelligence skills 50431 52703 64925
As % of all permanent IT jobs advertised in England 30.18% 29.60% 31.58%
Number of salaries quoted 41886 45476 55166
England median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £30,000 £29,000 £28,500
90th Percentile £77,500 £77,500 £75,000
UK median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% +2.27%

Sqoop
Job Vacancy Trend in England

Job postings citing Sqoop as a percentage of all IT jobs advertised in England.

Job vacancy trend for Sqoop in England

Sqoop
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Sqoop in England.

Salary trend for Sqoop in England

Sqoop
Salary Histogram in England

The salary distribution of IT jobs citing Sqoop in England over the 6 months to 19 November 2017.

Salary histogram for Sqoop in England

Sqoop
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Sqoop within the England region over the 6 months to 19 November 2017. 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
London +3 69 £82,500 +10.00% 1
East of England +27 13 £60,000 +36.36% 4
South East +58 12 £32,500 -40.91% 1
North of England +6 6 £45,000 -40.00%
Midlands +34 5 £42,500 - 1
West Midlands +16 5 £42,500 - 1
North West 0 5 £45,000 -40.00%
Yorkshire - 1 - -
Sqoop
UK

For the 6 months to 19 November 2017, IT jobs citing Sqoop also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the England region with a requirement for Sqoop.

1 105 (100.00%) Hadoop
2 94 (89.52%) Big Data
2 94 (89.52%) Apache Spark
3 79 (75.24%) Apache Hive
4 72 (68.57%) Apache Flume
5 63 (60.00%) NoSQL
6 61 (58.10%) HBase
7 59 (56.19%) Analytics
8 57 (54.29%) MapReduce
8 57 (54.29%) Java
9 50 (47.62%) Agile Software Development
10 45 (42.86%) Python
11 43 (40.95%) Scala
12 42 (40.00%) Apache Pig
13 37 (35.24%) Cloudera
14 36 (34.29%) Kafka
15 33 (31.43%) MongoDB
16 32 (30.48%) HDFS
17 30 (28.57%) Analytical Skills
18 29 (27.62%) Amazon AWS
18 29 (27.62%) SQL
18 29 (27.62%) Business Intelligence
19 26 (24.76%) Apache Cassandra
19 26 (24.76%) Impala
20 25 (23.81%) Open Source
20 25 (23.81%) ETL
21 21 (20.00%) Security Cleared
21 21 (20.00%) Oozie
22 20 (19.05%) Data Analytics
22 20 (19.05%) Data Warehouse

Sqoop
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 94 (89.52%) Apache Spark
2 42 (40.00%) Apache Pig
3 19 (18.10%) SAS
4 13 (12.38%) Apache
5 11 (10.48%) Apache Solr
6 5 (4.76%) Elasticsearch
7 1 (0.95%) Jupyter
7 1 (0.95%) Tomcat
Applications
1 10 (9.52%) SPSS
Cloud Services
1 29 (27.62%) Amazon AWS
2 13 (12.38%) Amazon EMR
3 12 (11.43%) Google Cloud Platform
4 10 (9.52%) Microsoft Azure
5 9 (8.57%) Cloud Computing
6 6 (5.71%) Amazon EC2
7 2 (1.90%) Amazon S3
8 1 (0.95%) AWS Lambda
8 1 (0.95%) GitHub
8 1 (0.95%) Serverless
Communications & Networking
1 3 (2.86%) Kerberos
2 1 (0.95%) Firewall
2 1 (0.95%) LDAP
2 1 (0.95%) TCP/IP
Database & Business Intelligence
1 105 (100.00%) Hadoop
2 94 (89.52%) Big Data
3 79 (75.24%) Apache Hive
4 63 (60.00%) NoSQL
5 61 (58.10%) HBase
6 33 (31.43%) MongoDB
7 26 (24.76%) Apache Cassandra
7 26 (24.76%) Impala
8 20 (19.05%) Data Warehouse
9 17 (16.19%) Power BI
10 14 (13.33%) SQL Server
11 12 (11.43%) MySQL
11 12 (11.43%) QlikView
11 12 (11.43%) Relational Database
12 8 (7.62%) BigQuery
12 8 (7.62%) SAS EBI
13 6 (5.71%) RDBMS
13 6 (5.71%) Triplestore
14 5 (4.76%) Apache Accumulo
14 5 (4.76%) Data Lake
Development Applications
1 8 (7.62%) Git (software)
2 7 (6.67%) Jenkins
3 6 (5.71%) Maven
4 4 (3.81%) Talend Open Studio
5 3 (2.86%) Sonatype Nexus
6 2 (1.90%) Gradle
7 1 (0.95%) JIRA
General
1 20 (19.05%) Retail
2 15 (14.29%) Finance
3 13 (12.38%) Banking
4 9 (8.57%) Games
5 5 (4.76%) Marketing
6 4 (3.81%) Legal
7 1 (0.95%) Automotive
7 1 (0.95%) Front Office
7 1 (0.95%) iGaming
7 1 (0.95%) Telecoms
Job Titles
1 50 (47.62%) Data Engineer
2 43 (40.95%) Big Data Engineer
3 22 (20.95%) Architect
3 22 (20.95%) Data Architect
4 20 (19.05%) Developer
5 19 (18.10%) Big Data Architect
6 15 (14.29%) Hadoop Engineer
7 11 (10.48%) Hadoop Developer
8 10 (9.52%) Analyst
8 10 (9.52%) Data Analyst
9 8 (7.62%) Solutions Architect
10 6 (5.71%) Big Data Developer
10 6 (5.71%) Big Data Solutions Architect
10 6 (5.71%) Cloud Developer
10 6 (5.71%) Lead Architect
10 6 (5.71%) Lead Data Architect
10 6 (5.71%) Lead Solutions Architect
10 6 (5.71%) Software Engineer
11 5 (4.76%) Big Data Software Engineer
11 5 (4.76%) Data Insight Analyst
Libraries, Frameworks & Software Standards
1 36 (34.29%) Kafka
2 14 (13.33%) Web Services
3 7 (6.67%) HTML
4 6 (5.71%) CSS
4 6 (5.71%) XML
5 4 (3.81%) Node.js
6 3 (2.86%) AngularJS
6 3 (2.86%) Apache Avro
6 3 (2.86%) NumPy
6 3 (2.86%) Pandas
6 3 (2.86%) RabbitMQ
6 3 (2.86%) Spring
7 2 (1.90%) .NET
7 2 (1.90%) .NET Core
7 2 (1.90%) Flask
7 2 (1.90%) JSON
7 2 (1.90%) Natural Language Processing
7 2 (1.90%) REST
7 2 (1.90%) Spark Streaming
7 2 (1.90%) Spring Boot
Miscellaneous
1 30 (28.57%) Analytical Skills
2 13 (12.38%) Computer Science
3 8 (7.62%) Algorithms
4 6 (5.71%) Greenfield Project
5 5 (4.76%) BBC
5 5 (4.76%) PKI
6 3 (2.86%) Data Centre
7 2 (1.90%) Data Structures
7 2 (1.90%) Online Games
7 2 (1.90%) Virtual Team
8 1 (0.95%) Blog
8 1 (0.95%) Enterprise Software
8 1 (0.95%) Fintech
8 1 (0.95%) Hedge funds
8 1 (0.95%) Private Cloud
Operating Systems
1 18 (17.14%) Linux
2 8 (7.62%) Windows
3 4 (3.81%) Unix
4 3 (2.86%) Mac OS X
5 1 (0.95%) Android
5 1 (0.95%) Apple iOS
5 1 (0.95%) Mesosphere
Processes & Methodologies
1 59 (56.19%) Analytics
2 57 (54.29%) MapReduce
3 50 (47.62%) Agile Software Development
4 29 (27.62%) Business Intelligence
5 25 (23.81%) ETL
5 25 (23.81%) Open Source
6 20 (19.05%) Data Analytics
7 19 (18.10%) Data Modelling
7 19 (18.10%) Visualisation
8 18 (17.14%) Data Architecture
9 17 (16.19%) Data Engineering
10 16 (15.24%) Software Engineering
11 15 (14.29%) Data Visualisation
12 13 (12.38%) Continuous Integration
12 13 (12.38%) Migration
12 13 (12.38%) Performance Tuning
13 12 (11.43%) Scrum
14 11 (10.48%) Big Data Analytics
15 10 (9.52%) DevOps
15 10 (9.52%) High Availability
Programming Languages
1 57 (54.29%) Java
2 45 (42.86%) Python
3 43 (40.95%) Scala
4 29 (27.62%) SQL
5 15 (14.29%) R
6 13 (12.38%) C
7 8 (7.62%) PHP
8 7 (6.67%) HiveQL
8 7 (6.67%) Perl
9 6 (5.71%) JavaScript
10 4 (3.81%) Shell Script
11 3 (2.86%) C#
11 3 (2.86%) C++
12 2 (1.90%) Bash Shell
13 1 (0.95%) Clojure
13 1 (0.95%) CQL
13 1 (0.95%) MATLAB
13 1 (0.95%) Ruby
Qualifications
1 21 (20.00%) Security Cleared
2 20 (19.05%) Degree
3 16 (15.24%) DV Cleared
4 12 (11.43%) SC Cleared
5 10 (9.52%) Computer Science Degree
6 3 (2.86%) PhD
Quality Assurance & Compliance
1 5 (4.76%) Data Quality
2 4 (3.81%) QA
3 1 (0.95%) GCP
System Software
1 72 (68.57%) Apache Flume
2 32 (30.48%) HDFS
3 6 (5.71%) Apache ZooKeeper
4 2 (1.90%) Docker
5 1 (0.95%) Cronacle
5 1 (0.95%) MapR-FS
Systems Management
1 21 (20.00%) Oozie
2 16 (15.24%) Hadoop YARN
3 7 (6.67%) Opscode Chef
4 6 (5.71%) Ambari
5 4 (3.81%) Nagios
6 2 (1.90%) Ansible
7 1 (0.95%) Control-M
7 1 (0.95%) Docker Swarm
7 1 (0.95%) Kubernetes
7 1 (0.95%) Puppet
7 1 (0.95%) yum
Vendors
1 37 (35.24%) Cloudera
2 18 (17.14%) Tableau
3 15 (14.29%) Oracle
4 12 (11.43%) Google
5 10 (9.52%) Hortonworks
6 7 (6.67%) MapR
7 6 (5.71%) Informatica
7 6 (5.71%) Microsoft
7 6 (5.71%) Splunk
8 5 (4.76%) Atlassian
8 5 (4.76%) Teradata
9 4 (3.81%) SAP
9 4 (3.81%) Talend
10 2 (1.90%) Alteryx
11 1 (0.95%) Datameer
11 1 (0.95%) GigaSpaces
11 1 (0.95%) IBM
11 1 (0.95%) Platfora
11 1 (0.95%) StreamBase