The table below looks at the statistics for Impala skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Impala over the 3 months to 26 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
26 Feb 2017
Same period 2016 Same period 2015
Cloudera Impala
UK
Rank 759 838 884
Rank change year-on-year
+79 +46
Permanent jobs citing Impala 93 111 65
As % of all permanent IT jobs located in the UK 0.11% 0.11% 0.061%
As % of the Database & Business Intelligence category 0.37% 0.34% 0.20%
Number of salaries quoted 82 75 58
Median salary £70,000 £65,000 £67,500
Median salary % change year-on-year
+7.69% -3.70%
90% offered a salary of more than £52,500 £52,500 £36,000
10% offered a salary of more than £100,000 £87,500 £95,000
UK excluding London median salary £52,500 £57,500 £63,750
% change year-on-year
-8.69% -9.80%

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised across the UK.

Database & Business Intelligence Category
UK
Permanent IT job ads with a match in the
Database & Business Intelligence category
25271 32329 33321
As % of all permanent IT jobs located in the UK 30.46% 31.57% 31.26%
Number of salaries quoted 21501 27404 28485
Median salary £50,000 £47,500 £45,000
Median salary % change year-on-year
+5.26% +5.55%
90% offered a salary of more than £32,500 £32,500 £31,000
10% offered a salary of more than £72,500 £70,000 £70,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Impala
Jobs Demand Trend

The demand trend of job ads citing Impala as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Impala Jobs Demand Trend in the UK

Impala
Salary Trend

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

Impala Salary Trend in the UK

Impala
Salary Histogram

This chart provides a salary histogram for IT jobs citing Impala over the 3 months to 26 February 2017 within the UK.

Impala Salary Histogram in the UK

Impala
Top 27 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Impala within the UK over the 3 months to 26 February 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +83 93 £70,000 +7.69% 11
London +94 71 £70,000 +3.70% 7
South East +69 8 £42,500 -32.00% 1
City of London +45 8 £72,500 +7.40% 2
Surrey - 5 £41,250 - 1
North West - 5 £52,500 - 1
South West - 4 £65,000 -
Wiltshire - 4 £65,000 -
Swindon - 4 £65,000 -
Staines - 3 - -
Manchester - 3 £52,500 -
East of England - 3 £42,500 - 1
West Midlands -3 2 - -
Canary Wharf - 2 - -
Milton Keynes - 2 £42,500 -
Ipswich - 2 £42,500 - 1
Chester - 2 £41,250 - 1
Suffolk - 2 £42,500 - 1
Cheshire - 2 £41,250 - 1
Buckinghamshire - 2 £42,500 -
Reading - 1 - -
Berkshire - 1 - -
Bedfordshire - 1 - -
Luton - 1 - -
Birmingham - 1 - -
Coventry - 1 - -
Cobham - 1 £42,500 - 1

Impala
Top 30 Related IT Skills

For the 6 months to 26 February 2017, IT jobs citing Impala 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 Impala.

1 140 (92.72%) Apache Spark
2 134 (88.74%) Hadoop
3 123 (81.46%) Big Data
4 103 (68.21%) Apache Hive
5 82 (54.30%) Finance
6 76 (50.33%) Java
7 68 (45.03%) SQL
8 62 (41.06%) Python
9 61 (40.40%) HBase
10 56 (37.09%) Apache Pig
11 50 (33.11%) Analytics
11 50 (33.11%) Agile Software Development
12 49 (32.45%) Banking
12 49 (32.45%) MapReduce
13 46 (30.46%) Amazon AWS
14 45 (29.80%) Business Intelligence
15 40 (26.49%) MongoDB
16 37 (24.50%) Apache Flume
17 35 (23.18%) Neo4j
18 33 (21.85%) Scala
19 32 (21.19%) Kafka
20 31 (20.53%) Tableau
20 31 (20.53%) Pentaho
21 30 (19.87%) Apache Cassandra
21 30 (19.87%) Investment Banking
21 30 (19.87%) Degree
21 30 (19.87%) SQL Server
22 29 (19.21%) R
23 28 (18.54%) TIBCO
23 28 (18.54%) Web Services

Impala
Top Related 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
1 140 (92.72%) Apache Spark
2 56 (37.09%) Apache Pig
3 22 (14.57%) SAS
4 17 (11.26%) Apache
5 12 (7.95%) Elasticsearch
6 7 (4.64%) Apache Airflow
7 6 (3.97%) Apache Solr
8 1 (0.66%) Liferay
Applications
1 4 (2.65%) SPSS
2 2 (1.32%) Mathematica
3 1 (0.66%) MS Excel
Business Applications
1 3 (1.99%) SAP Oil and Gas
2 1 (0.66%) Dynamics AX
2 1 (0.66%) Dynamics NAV
2 1 (0.66%) Oracle Applications
Cloud Services
1 46 (30.46%) Amazon AWS
2 7 (4.64%) Amazon Kinesis
3 6 (3.97%) Amazon EMR
4 5 (3.31%) Amazon EC2
4 5 (3.31%) Amazon S3
4 5 (3.31%) Microsoft Azure
5 2 (1.32%) SaaS
6 1 (0.66%) GitHub
6 1 (0.66%) Google Cloud Platform
Communications & Networking
1 16 (10.60%) TCP/IP
2 2 (1.32%) HTTP
2 2 (1.32%) Kerberos
2 2 (1.32%) SSL
3 1 (0.66%) Internet
Database & Business Intelligence
1 134 (88.74%) Hadoop
2 123 (81.46%) Big Data
3 103 (68.21%) Apache Hive
4 61 (40.40%) HBase
5 40 (26.49%) MongoDB
6 35 (23.18%) Neo4j
7 31 (20.53%) Pentaho
8 30 (19.87%) Apache Cassandra
8 30 (19.87%) SQL Server
9 20 (13.25%) Sqoop
10 19 (12.58%) Data Warehouse
11 18 (11.92%) OLAP
12 16 (10.60%) Berkeley DB
13 15 (9.93%) PostgreSQL
14 13 (8.61%) Relational Database
15 12 (7.95%) Data Mining
15 12 (7.95%) QlikView
16 11 (7.28%) Oracle Database
16 11 (7.28%) Oracle Database 11g
16 11 (7.28%) RDBMS
Development Applications
1 12 (7.95%) Git (software)
2 9 (5.96%) Toad
3 8 (5.30%) Jenkins
4 5 (3.31%) Maven
4 5 (3.31%) Vagrant
4 5 (3.31%) Yeoman
5 3 (1.99%) Subversion
6 2 (1.32%) Ant
6 2 (1.32%) Eclipse
6 2 (1.32%) JUnit
6 2 (1.32%) TestNG
7 1 (0.66%) MSI
7 1 (0.66%) Talend Open Studio
General
1 82 (54.30%) Finance
2 49 (32.45%) Banking
3 30 (19.87%) Investment Banking
4 14 (9.27%) Marketing
5 7 (4.64%) Manufacturing
5 7 (4.64%) Retail
5 7 (4.64%) Telecoms
6 6 (3.97%) Electronics
7 4 (2.65%) Front Office
8 2 (1.32%) Advertising
9 1 (0.66%) Corporate Banking
9 1 (0.66%) Financial Institution
Job Titles
1 56 (37.09%) Developer
2 30 (19.87%) Architect
3 26 (17.22%) Data Architect
3 26 (17.22%) Senior Developer
4 25 (16.56%) Data Engineer
5 24 (15.89%) Big Data Developer
6 21 (13.91%) C++ Developer
7 20 (13.25%) Consultant
7 20 (13.25%) Data Consultant
8 17 (11.26%) Big Data Architect
8 17 (11.26%) Scala Developer
8 17 (11.26%) Senior Big Data Developer
9 16 (10.60%) Big Data Consultant
10 13 (8.61%) Big Data Engineer
10 13 (8.61%) Investment Banking C++ Developer
11 12 (7.95%) Apache Spark Developer
11 12 (7.95%) Data Scientist
12 9 (5.96%) Senior Data Scientist
12 9 (5.96%) Senior Scala Developer
13 8 (5.30%) Programmer
Libraries, Frameworks & Software Standards
1 32 (21.19%) Kafka
2 28 (18.54%) Web Services
3 21 (13.91%) WPF
4 14 (9.27%) .NET
4 14 (9.27%) Java EE
5 13 (8.61%) STL
6 11 (7.28%) Akka
7 7 (4.64%) Natural Language Processing
7 7 (4.64%) scikit-learn
7 7 (4.64%) Scrapy
8 5 (3.31%) Cascalog
8 5 (3.31%) D3.js
8 5 (3.31%) DCOM
8 5 (3.31%) GraphX
8 5 (3.31%) Pandas
8 5 (3.31%) SciPy
8 5 (3.31%) Serverless Framework
9 4 (2.65%) AngularJS
9 4 (2.65%) Apache Avro
9 4 (2.65%) Cascading
Miscellaneous
1 24 (15.89%) Analytical Skills
2 17 (11.26%) Computer Science
3 10 (6.62%) Replication
4 7 (4.64%) Algorithms
4 7 (4.64%) Credit Risk
4 7 (4.64%) Fintech
5 5 (3.31%) Hedge funds
5 5 (3.31%) Reference Data
6 3 (1.99%) Smartphone
7 2 (1.32%) Credit Derivative
7 2 (1.32%) Derivative
7 2 (1.32%) Equities
7 2 (1.32%) Foreign Exchange (FX)
8 1 (0.66%) Data Structures
8 1 (0.66%) Linux Command Line
8 1 (0.66%) User Experience
Operating Systems
1 26 (17.22%) Linux
2 6 (3.97%) Windows
3 5 (3.31%) Unix
4 3 (1.99%) Windows XP
5 1 (0.66%) AIX
Processes & Methodologies
1 50 (33.11%) Agile Software Development
1 50 (33.11%) Analytics
2 49 (32.45%) MapReduce
3 45 (29.80%) Business Intelligence
4 27 (17.88%) Data Management
5 26 (17.22%) Data Integration
5 26 (17.22%) TDD
6 25 (16.56%) Data Modelling
7 24 (15.89%) Unit Testing
8 21 (13.91%) Multithreading
9 20 (13.25%) Visualisation
10 19 (12.58%) Data Architecture
10 19 (12.58%) ETL
11 16 (10.60%) Data Analysis
12 14 (9.27%) Mathematics
13 13 (8.61%) Workflow
14 12 (7.95%) Mentoring
14 12 (7.95%) Open Source
14 12 (7.95%) Performance Tuning
14 12 (7.95%) SDLC
Programming Languages
1 76 (50.33%) Java
2 68 (45.03%) SQL
3 62 (41.06%) Python
4 33 (21.85%) Scala
5 29 (19.21%) R
6 27 (17.88%) C++
7 25 (16.56%) C#
8 7 (4.64%) Bash Shell
8 7 (4.64%) Clojure
9 6 (3.97%) C
10 5 (3.31%) Cypher
10 5 (3.31%) JavaScript
10 5 (3.31%) Shell Script
10 5 (3.31%) VBA
11 2 (1.32%) F#
11 2 (1.32%) Haskell
11 2 (1.32%) ML
11 2 (1.32%) Prolog
11 2 (1.32%) T-SQL
12 1 (0.66%) PHP
Qualifications
1 30 (19.87%) Degree
2 4 (2.65%) PhD
3 2 (1.32%) Postgraduate
4 1 (0.66%) CCA
4 1 (0.66%) Citrix Certification
4 1 (0.66%) MCSA
4 1 (0.66%) MCSD
4 1 (0.66%) Microsoft Certification
Quality Assurance & Compliance
1 9 (5.96%) Data Quality
2 4 (2.65%) Basel III
2 4 (2.65%) Dodd-Frank
3 2 (1.32%) IAS 39
3 2 (1.32%) IFRS
3 2 (1.32%) IFRS 9
4 1 (0.66%) GCP
4 1 (0.66%) QA
System Software
1 37 (24.50%) Apache Flume
2 21 (13.91%) HDFS
3 6 (3.97%) Virtual Machines
4 5 (3.31%) Apache ZooKeeper
4 5 (3.31%) VirtualBox
5 3 (1.99%) Docker
6 2 (1.32%) GridGain
6 2 (1.32%) Oracle RAC
Systems Management
1 28 (18.54%) Oozie
2 8 (5.30%) Kibana
3 5 (3.31%) Hadoop YARN
4 3 (1.99%) Tivoli
5 2 (1.32%) Opscode Chef
5 2 (1.32%) Puppet
6 1 (0.66%) logstash
Vendors
1 31 (20.53%) Tableau
2 28 (18.54%) TIBCO
3 20 (13.25%) Oracle
4 11 (7.28%) Cloudera
5 8 (5.30%) Actian
6 6 (3.97%) SAP
7 5 (3.31%) Microsoft
7 5 (3.31%) Teradata
8 4 (2.65%) Informatica
8 4 (2.65%) MicroStrategy
9 3 (1.99%) IBM
10 2 (1.32%) Ab Initio
10 2 (1.32%) Cognos
10 2 (1.32%) Hortonworks
10 2 (1.32%) Vertica
11 1 (0.66%) Google
11 1 (0.66%) JD Edwards
11 1 (0.66%) Netezza
11 1 (0.66%) Talend
11 1 (0.66%) Zend
London
ClearCube Consulting
Salary: Up to £70,000 per annum + Benefits
Posted: 2 days ago
London
Computer Futures - London & S.E(Permanent and Contract)
Posted: 3 days ago
Chester, Cheshire
Searchability
Salary: £50000 - £65000 per annum + benefits
Posted: 5 days ago
Ipswich, Suffolk
Fruition IT Resources Limited
Salary: £40000 - £45000 per annum + Bonus + Excellent package
Posted: 6 days ago
Cobham, Surrey
Fruition IT Resources Limited
Salary: £40000 - £45000 per annum + Bonus + Excellent package
Posted: 6 days ago
London
Oliver Bernard
Salary: £65000 - £75000 per annum
Posted: 3 days ago
City of London
Computer Futures
Salary: competitive
Posted: 13 days ago
City, London
Martin & Conley
Salary: From £65,000 to £100,000 per annum Generous pension, holidays and othe
Posted: 13 days ago
Leeds
BAE SYSTEMS
Salary: Competitive + Benefits
Posted: 15 days ago