Period
to 19 January 2018

The following table provides summary statistics for permanent job vacancies 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 January 2018 with a comparison to the same period in the previous 2 years.

Sqoop
UK
6 months to
19 Jan 2018
Same period 2017 Same period 2016
Rank 1064 1073 1194
Rank change year-on-year +9 +121 +71
Permanent jobs citing Sqoop 112 118 76
As % of all permanent IT jobs advertised in the UK 0.064% 0.067% 0.036%
As % of the Database & Business Intelligence category 0.21% 0.22% 0.12%
Number of salaries quoted 95 106 41
UK median annual salary £72,500 £75,000 £70,000
Median salary % change year-on-year -3.33% +7.14% +16.67%
10th Percentile £40,500 £52,500 £50,000
90th Percentile £111,000 £107,875 £120,000
UK excluding London median annual salary £60,000 £80,000 £57,500
% change year-on-year -25.00% +39.13% -22.30%

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 with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
UK
Permanent vacancies with a requirement for database or business intelligence skills 53,143 52,794 66,042
As % of all permanent IT jobs advertised in the UK 30.53% 29.85% 31.62%
Number of salaries quoted 44,049 45,199 55,830
UK median annual salary £48,000 £47,500 £45,000
Median salary % change year-on-year +1.05% +5.56% +1.12%
10th Percentile £30,000 £29,250 £28,750
90th Percentile £77,500 £77,500 £75,000
UK excluding London median annual salary £42,500 £42,500 £40,500
% change year-on-year - +4.94% +1.25%

Sqoop
Job Vacancy Trend

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

Job vacancy trend for Sqoop in the UK

Sqoop
Salary Trend

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

Salary trend for Sqoop in the UK

Sqoop
Salary Histogram

The salary distribution of IT jobs citing Sqoop over the 6 months to 19 January 2018.

Salary histogram for Sqoop in the UK

Sqoop
Top 12 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Sqoop within the UK over the 6 months to 19 January 2018. 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
England +21 110 £72,500 - 14
London -11 58 £82,500 +10.00% 6
UK excluding London +29 53 £60,000 -25.00% 8
South East +20 20 £41,000 -28.07% 4
East of England +27 18 £60,000 -7.69% 2
Midlands +19 8 £42,500 - 2
West Midlands +24 7 £42,500 -
North of England +3 4 £45,000 -40.00%
North West -2 4 £45,000 -40.00%
South West +3 2 £47,500 -26.92%
Scotland -39 1 £57,500 -32.35%
East Midlands - 1 - - 2

For the 6 months to 19 January 2018, 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 with a requirement for Sqoop.

1 111 (99.11%) Hadoop
2 99 (88.39%) Big Data
3 90 (80.36%) Apache Spark
4 85 (75.89%) Apache Hive
5 69 (61.61%) Analytics
6 68 (60.71%) Apache Flume
7 67 (59.82%) HBase
8 58 (51.79%) NoSQL
9 55 (49.11%) MapReduce
10 51 (45.54%) Java
11 48 (42.86%) Amazon AWS
12 47 (41.96%) Python
13 44 (39.29%) MongoDB
14 43 (38.39%) Scala
14 43 (38.39%) Agile Software Development
15 42 (37.50%) HDFS
16 40 (35.71%) Apache Pig
16 40 (35.71%) ETL
16 40 (35.71%) Business Intelligence
16 40 (35.71%) SQL
17 39 (34.82%) Cloudera
18 35 (31.25%) Kafka
19 34 (30.36%) Linux
20 32 (28.57%) SQL Server
20 32 (28.57%) Tableau
21 30 (26.79%) Apache Cassandra
22 29 (25.89%) Data Integration
23 28 (25.00%) Impala
23 28 (25.00%) Data Warehouse
24 26 (23.21%) Open Source

Sqoop
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 90 (80.36%) Apache Spark
2 40 (35.71%) Apache Pig
3 21 (18.75%) Apache
4 18 (16.07%) SAS
5 7 (6.25%) Elasticsearch
6 6 (5.36%) Tomcat
7 5 (4.46%) Apache Geronimo
7 5 (4.46%) Apache Solr
7 5 (4.46%) GlassFish
7 5 (4.46%) JBoss
7 5 (4.46%) WebSphere
8 3 (2.68%) Oracle SOA Suite
8 3 (2.68%) WebLogic
9 1 (0.89%) Jupyter
Applications
1 8 (7.14%) SPSS
2 5 (4.46%) Weka
Business Applications
1 3 (2.68%) Oracle 11i
1 3 (2.68%) Oracle Assets
1 3 (2.68%) Oracle EBS
1 3 (2.68%) Oracle EBS R12
1 3 (2.68%) Oracle General Ledger
1 3 (2.68%) Oracle iProcurement
1 3 (2.68%) Oracle Payables
1 3 (2.68%) Oracle Receivables
Cloud Services
1 48 (42.86%) Amazon AWS
2 24 (21.43%) Microsoft Azure
3 19 (16.96%) Amazon EMR
4 17 (15.18%) Google Cloud Platform
5 11 (9.82%) Cloud Computing
6 7 (6.25%) Amazon EC2
6 7 (6.25%) Amazon S3
7 4 (3.57%) Amazon Kinesis
8 3 (2.68%) GitHub
9 1 (0.89%) AWS Data Pipeline
9 1 (0.89%) AWS Lambda
9 1 (0.89%) Azure Data Factory
9 1 (0.89%) Serverless
Communications & Networking
1 4 (3.57%) Kerberos
2 1 (0.89%) Firewall
2 1 (0.89%) TCP/IP
Database & Business Intelligence
1 111 (99.11%) Hadoop
2 99 (88.39%) Big Data
3 85 (75.89%) Apache Hive
4 67 (59.82%) HBase
5 58 (51.79%) NoSQL
6 44 (39.29%) MongoDB
7 32 (28.57%) SQL Server
8 30 (26.79%) Apache Cassandra
9 28 (25.00%) Data Warehouse
9 28 (25.00%) Impala
10 22 (19.64%) Power BI
10 22 (19.64%) Relational Database
11 18 (16.07%) MySQL
11 18 (16.07%) QlikView
12 16 (14.29%) RDBMS
13 11 (9.82%) BigQuery
14 10 (8.93%) SAS EBI
15 9 (8.04%) PostgreSQL
16 7 (6.25%) CouchDB
16 7 (6.25%) Neo4j
Development Applications
1 9 (8.04%) Jenkins
2 7 (6.25%) Git (software)
3 6 (5.36%) Maven
4 5 (4.46%) Ant
5 4 (3.57%) Team Foundation Server
5 4 (3.57%) TeamCity
6 3 (2.68%) Sonatype Nexus
7 2 (1.79%) Gradle
7 2 (1.79%) JUnit
8 1 (0.89%) JIRA
General
1 20 (17.86%) Finance
1 20 (17.86%) Retail
2 11 (9.82%) Banking
3 8 (7.14%) Games
3 8 (7.14%) Marketing
4 7 (6.25%) Automotive
5 4 (3.57%) Legal
6 1 (0.89%) Front Office
6 1 (0.89%) iGaming
6 1 (0.89%) Manufacturing
6 1 (0.89%) Pharmaceutical
6 1 (0.89%) Telecoms
Job Titles
1 50 (44.64%) Data Engineer
2 40 (35.71%) Big Data Engineer
3 33 (29.46%) Architect
3 33 (29.46%) Data Architect
4 29 (25.89%) Big Data Architect
5 21 (18.75%) Developer
6 15 (13.39%) Hadoop Engineer
7 10 (8.93%) Big Data Developer
8 8 (7.14%) Big Data Solutions Architect
8 8 (7.14%) Solutions Architect
9 6 (5.36%) Analyst
9 6 (5.36%) Cloud Architect
9 6 (5.36%) Consultant
9 6 (5.36%) Data Analyst
9 6 (5.36%) Data Analytics Architect
9 6 (5.36%) Java Developer
9 6 (5.36%) Lead Architect
9 6 (5.36%) Lead Data Architect
9 6 (5.36%) Lead Solutions Architect
10 5 (4.46%) Insight Analyst
Libraries, Frameworks & Software Standards
1 35 (31.25%) Kafka
2 17 (15.18%) Web Services
3 12 (10.71%) HTML
4 11 (9.82%) CSS
5 9 (8.04%) SOAP
5 9 (8.04%) XML
6 8 (7.14%) EJB
6 8 (7.14%) Java EE
6 8 (7.14%) JMS
7 7 (6.25%) Apache Avro
7 7 (6.25%) REST
8 6 (5.36%) MLlib
8 6 (5.36%) Spring
9 5 (4.46%) Ajax
9 5 (4.46%) FreeMarker
9 5 (4.46%) Hibernate
9 5 (4.46%) JPA
9 5 (4.46%) Spring MVC
9 5 (4.46%) Swing
9 5 (4.46%) TopLink
Miscellaneous
1 24 (21.43%) Analytical Skills
2 19 (16.96%) Computer Science
3 14 (12.50%) Greenfield Project
4 6 (5.36%) Algorithms
5 5 (4.46%) BBC
6 4 (3.57%) Private Cloud
7 3 (2.68%) Data Centre
7 3 (2.68%) Hybrid Cloud
7 3 (2.68%) PKI
7 3 (2.68%) Public Cloud
8 2 (1.79%) Data Structures
8 2 (1.79%) Online Games
8 2 (1.79%) User Experience
8 2 (1.79%) Virtual Team
9 1 (0.89%) Blog
9 1 (0.89%) Enterprise Software
9 1 (0.89%) Fintech
9 1 (0.89%) Hedge funds
9 1 (0.89%) Replication
Operating Systems
1 34 (30.36%) Linux
2 8 (7.14%) Windows
3 4 (3.57%) Mac OS X
4 3 (2.68%) Unix
5 2 (1.79%) Mesosphere
6 1 (0.89%) Android
6 1 (0.89%) Apple iOS
6 1 (0.89%) CentOS
Processes & Methodologies
1 69 (61.61%) Analytics
2 55 (49.11%) MapReduce
3 43 (38.39%) Agile Software Development
4 40 (35.71%) Business Intelligence
4 40 (35.71%) ETL
5 29 (25.89%) Data Integration
6 26 (23.21%) Open Source
7 24 (21.43%) Data Modelling
7 24 (21.43%) Visualisation
8 19 (16.96%) Data Engineering
8 19 (16.96%) Data Visualisation
8 19 (16.96%) Migration
9 15 (13.39%) Data Governance
10 14 (12.50%) High Availability
11 13 (11.61%) Data Analytics
11 13 (11.61%) Data Architecture
11 13 (11.61%) Performance Tuning
12 12 (10.71%) Low Latency
12 12 (10.71%) Machine Learning
13 11 (9.82%) CRM
Programming Languages
1 51 (45.54%) Java
2 47 (41.96%) Python
3 43 (38.39%) Scala
4 40 (35.71%) SQL
5 11 (9.82%) JavaScript
5 11 (9.82%) R
6 10 (8.93%) Perl
7 9 (8.04%) PHP
8 8 (7.14%) PL/SQL
9 7 (6.25%) Shell Script
10 6 (5.36%) C
11 5 (4.46%) T-SQL
12 4 (3.57%) Go
13 3 (2.68%) WebLogic Scripting Tool
13 3 (2.68%) XPath
14 2 (1.79%) Bash Shell
14 2 (1.79%) C#
14 2 (1.79%) C++
14 2 (1.79%) CQL
15 1 (0.89%) Clojure
Qualifications
1 19 (16.96%) Degree
2 11 (9.82%) Computer Science Degree
3 9 (8.04%) Security Cleared
4 8 (7.14%) DV Cleared
5 3 (2.68%) ISTQB
5 3 (2.68%) PRINCE2 Certification
6 2 (1.79%) PhD
7 1 (0.89%) SC Cleared
Quality Assurance & Compliance
1 11 (9.82%) Data Quality
2 7 (6.25%) QA
3 1 (0.89%) GCP
3 1 (0.89%) SLA
System Software
1 68 (60.71%) Apache Flume
2 42 (37.50%) HDFS
3 5 (4.46%) Apache ZooKeeper
4 3 (2.68%) Docker
5 2 (1.79%) MapR-FS
Systems Management
1 25 (22.32%) Hadoop YARN
1 25 (22.32%) Oozie
2 9 (8.04%) Opscode Chef
3 5 (4.46%) Ambari
4 4 (3.57%) Nagios
5 2 (1.79%) Docker Swarm
5 2 (1.79%) Kubernetes
5 2 (1.79%) yum
6 1 (0.89%) Ansible
6 1 (0.89%) Puppet
Vendors
1 39 (34.82%) Cloudera
2 32 (28.57%) Tableau
3 23 (20.54%) Oracle
4 19 (16.96%) Google
5 15 (13.39%) Hortonworks
6 8 (7.14%) MapR
7 7 (6.25%) Alteryx
7 7 (6.25%) Informatica
7 7 (6.25%) SAP
7 7 (6.25%) Talend
7 7 (6.25%) Teradata
8 6 (5.36%) Microsoft
9 4 (3.57%) Splunk
10 3 (2.68%) Atlassian
10 3 (2.68%) Kofax
10 3 (2.68%) Perforce
11 2 (1.79%) Datameer
11 2 (1.79%) MicroStrategy
11 2 (1.79%) Platfora
11 2 (1.79%) Twitter