TensorFlow Jobs

The following table provides summary statistics for permanent job vacancies with a requirement for TensorFlow skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited TensorFlow over the 3 months to 28 June 2017 with a comparison to the same period in the previous 2 years.

Google TensorFlow UK
Location	3 months to 28 Jun 2017	Same period 2016	Same period 2015
Rank	778	928	-
Rank change year-on-year	+150	-
Permanent jobs citing TensorFlow	96	7	0
As % of all permanent IT jobs advertised in the UK	0.11%	0.007%	-
As % of the Libraries, Frameworks & Software Standards category	0.27%	0.018%	-
Number of salaries quoted	74	7	0
Median salary	£65,000	£50,000	-
Median salary % change year-on-year	+30.00%	-
UK excluding London median salary	£55,000	-	-

TensorFlow is in the industry standards, technical specifications and software library and framework skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for industry standards, technical specifications and software library and framework skills.

Software Library & Framework Skills UK
Permanent job vacancies with a requirement for industry standards, technical specifications and software library and framework skills	36222	38335	41749
As % of all permanent IT job vacancies advertised in the UK	40.73%	38.96%	38.13%
Number of salaries quoted	30416	33328	35717
Median salary	£47,500	£45,000	£45,000
Median salary % change year-on-year	+5.55%	-
90% offered a salary of more than	£32,500	£31,000	£30,000
10% offered a salary of more than	£70,000	£65,000	£70,000
UK excluding London median salary	£42,500	£40,000	£40,000
% change year-on-year	+6.25%	-

TensorFlow
Job Vacancy Trend

The job posting trend of jobs advertised citing TensorFlow as a proportion of all permanent or contract IT jobs with a match in the Libraries, Frameworks & Software Standards category.

Job vacancy trend for TensorFlow in the UK

TensorFlow
Salary Trend

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

TensorFlow
Salary Histogram

The salary distribution of IT jobs citing TensorFlow over the 3 months to 28 June 2017.

Salary histogram for TensorFlow in the UK

TensorFlow
Top 26 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing TensorFlow within the UK over the 3 months to 28 June 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	+134	92	£65,000	+30.00%	14
London	+99	74	£65,000	+30.00%	7
East of England	-	12	£70,000	-	2
City of London	+33	9	£65,000	-	1
Cambridge	-	7	£70,000	-	1
Cambridgeshire	-	7	£70,000	-	1
Westminster	-	6	£90,000	-
Luton	-	5	-	-	1
Bedfordshire	-	5	-	-	1
Wales	-	2	£60,000	-
Scotland	-	2	£38,750	-	1
Milton Keynes	-	2	£52,500	-
Manchester	-	2	£40,000	-	1
Buckinghamshire	-	2	£52,500	-
Cardiff	-	2	£60,000	-
South Wales	-	2	£60,000	-
North West	-	2	£40,000	-	1
South East	-	2	£52,500	-
Edinburgh	-	1	£42,500	-	1
Glasgow	-	1	£35,000	-
Yorkshire	-	1	£32,500	-	1
South West	-	1	£39,991	-	2
Leeds	-	1	£32,500	-	1
West Yorkshire	-	1	£32,500	-	1
Bristol	-	1	£39,991	-	2
West End of London	-	1	£67,500	-	2

TensorFlow
Top 30 Co-occurring IT Skills

For the 6 months to 28 June 2017, IT jobs citing TensorFlow 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 TensorFlow.

1	114 (91.94%)	Machine Learning
2	86 (69.35%)	Python
3	81 (65.32%)	Deep Learning
4	52 (41.94%)	PhD
4	52 (41.94%)	C++
4	52 (41.94%)	Java
5	44 (35.48%)	Software Engineering
6	39 (31.45%)	Natural Language Processing
7	37 (29.84%)	Mathematics
7	37 (29.84%)	Computer Science
8	34 (27.42%)	Physics
8	34 (27.42%)	Algorithms
9	29 (23.39%)	Statistics
9	29 (23.39%)	Degree
9	29 (23.39%)	SQL

10	28 (22.58%)	Artificial Intelligence
10	28 (22.58%)	R
10	28 (22.58%)	Theano
11	25 (20.16%)	Field-Programmable Gate Array
12	23 (18.55%)	Apache Spark
12	23 (18.55%)	Hybrid Cloud
12	23 (18.55%)	Public Cloud
13	22 (17.74%)	Keras
13	22 (17.74%)	Analytics
13	22 (17.74%)	Scala
14	21 (16.94%)	Hadoop
14	21 (16.94%)	scikit-learn
15	20 (16.13%)	Google
15	20 (16.13%)	Neural Network
15	20 (16.13%)	MATLAB

TensorFlow
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
Applications
Cloud Services
Communications & Networking
Database & Business Intelligence
Development Applications
General
Job Titles
Libraries, Frameworks & Software Standards
Miscellaneous
Operating Systems
Processes & Methodologies
Programming Languages
Qualifications
Quality Assurance & Compliance
System Software
Systems Management
Vendors

Application Platforms
1	23 (18.55%)	Apache Spark
2	7 (5.65%)	Confluence
3	6 (4.84%)	Elasticsearch
3	6 (4.84%)	JBoss
3	6 (4.84%)	Tomcat
4	3 (2.42%)	SAS
5	2 (1.61%)	Apache
5	2 (1.61%)	Apache Solr
5	2 (1.61%)	Jupyter
6	1 (0.81%)	Apache Pig
6	1 (0.81%)	IPython

Applications
1	4 (3.23%)	Weka
2	2 (1.61%)	Microsoft Excel
2	2 (1.61%)	SPSS

Cloud Services
1	15 (12.10%)	Amazon AWS
1	15 (12.10%)	Google Cloud Platform
2	10 (8.06%)	Cloud Computing
3	7 (5.65%)	Amazon EMR
3	7 (5.65%)	GitHub
4	6 (4.84%)	Amazon Kinesis
5	3 (2.42%)	Microsoft Azure
6	2 (1.61%)	Amazon EC2
6	2 (1.61%)	Amazon S3
6	2 (1.61%)	Route 53
7	1 (0.81%)	Amazon SQS
7	1 (0.81%)	AWS Lambda
7	1 (0.81%)	CloudBees
7	1 (0.81%)	Cortana Intelligence Suite
7	1 (0.81%)	SaaS

Communications & Networking
1	1 (0.81%)	Internet

Database & Business Intelligence
1	21 (16.94%)	Hadoop
2	19 (15.32%)	Big Data
3	15 (12.10%)	PostgreSQL
4	14 (11.29%)	NoSQL
5	7 (5.65%)	Amazon Redshift
5	7 (5.65%)	Apache Cassandra
5	7 (5.65%)	Apache Hive
5	7 (5.65%)	Data Mining
5	7 (5.65%)	Redis
6	6 (4.84%)	Impala
6	6 (4.84%)	MySQL
7	5 (4.03%)	BigQuery
8	4 (3.23%)	Text Mining
9	2 (1.61%)	Flink
9	2 (1.61%)	GIS
9	2 (1.61%)	MongoDB
10	1 (0.81%)	Blockchain
10	1 (0.81%)	Couchbase
10	1 (0.81%)	DocumentDB
10	1 (0.81%)	Geospatial Data

Development Applications
1	7 (5.65%)	Jenkins
2	6 (4.84%)	Atlassian Bamboo
2	6 (4.84%)	Travis CI
3	2 (1.61%)	Git (software)
3	2 (1.61%)	Selenium
4	1 (0.81%)	JIRA
4	1 (0.81%)	JUnit
4	1 (0.81%)	SonarQube
4	1 (0.81%)	Talend Open Studio

General
1	12 (9.68%)	Finance
1	12 (9.68%)	Marketing
2	6 (4.84%)	Financial Institution
3	3 (2.42%)	Advertising
3	3 (2.42%)	Games
3	3 (2.42%)	Law
4	2 (1.61%)	Automotive
4	2 (1.61%)	Banking
5	1 (0.81%)	Electronics
5	1 (0.81%)	Legal
5	1 (0.81%)	Manufacturing
5	1 (0.81%)	Retail

Job Titles
1	47 (37.90%)	Machine Learning Engineer
2	37 (29.84%)	Software Engineer
3	23 (18.55%)	Data Scientist
4	15 (12.10%)	Machine Learning Scientist
5	6 (4.84%)	Senior Data Scientist
6	5 (4.03%)	Analytics Manager
6	5 (4.03%)	Data Analytics Manager
6	5 (4.03%)	Data Engineer
6	5 (4.03%)	Data Manager
6	5 (4.03%)	Developer
6	5 (4.03%)	Portfolio Manager
6	5 (4.03%)	Project Manager
6	5 (4.03%)	Research Engineer
7	4 (3.23%)	Computer Engineer
7	4 (3.23%)	Computer Vision Engineer
7	4 (3.23%)	Machine Learning Specialist
7	4 (3.23%)	Research Manager
8	3 (2.42%)	C++ Software Engineer
8	3 (2.42%)	Machine Learning Researcher
9	2 (1.61%)	Technical Architect

Libraries, Frameworks & Software Standards
1	39 (31.45%)	Natural Language Processing
2	28 (22.58%)	Theano
3	22 (17.74%)	Keras
4	21 (16.94%)	scikit-learn
5	18 (14.52%)	Torch
6	6 (4.84%)	Kafka
6	6 (4.84%)	Middleware
6	6 (4.84%)	NumPy
6	6 (4.84%)	Spring
7	5 (4.03%)	Pandas
8	4 (3.23%)	CNTK
8	4 (3.23%)	D3.js
8	4 (3.23%)	Web Services
9	3 (2.42%)	Akka
9	3 (2.42%)	MXNet
10	2 (1.61%)	MLlib
10	2 (1.61%)	Node.js
10	2 (1.61%)	OpenCL
10	2 (1.61%)	REST
10	2 (1.61%)	ZeroMQ

Miscellaneous
1	37 (29.84%)	Computer Science
2	34 (27.42%)	Algorithms
3	25 (20.16%)	Field-Programmable Gate Array
4	23 (18.55%)	Hybrid Cloud
4	23 (18.55%)	Public Cloud
5	10 (8.06%)	Analytical Skills
6	9 (7.26%)	Data Centre
7	7 (5.65%)	Fintech
8	5 (4.03%)	Clustering
8	5 (4.03%)	Foreign Exchange (FX)
8	5 (4.03%)	NHS
9	3 (2.42%)	Augmented Reality
9	3 (2.42%)	CUDA
9	3 (2.42%)	Greenfield Project
10	1 (0.81%)	Biotechnology
10	1 (0.81%)	Blog
10	1 (0.81%)	Data Protection Act
10	1 (0.81%)	Mobile App
10	1 (0.81%)	Online Games
10	1 (0.81%)	Social Media

Operating Systems
1	2 (1.61%)	Linux

Processes & Methodologies
1	114 (91.94%)	Machine Learning
2	81 (65.32%)	Deep Learning
3	44 (35.48%)	Software Engineering
4	37 (29.84%)	Mathematics
5	34 (27.42%)	Physics
6	29 (23.39%)	Statistics
7	28 (22.58%)	Artificial Intelligence
8	22 (17.74%)	Analytics
9	20 (16.13%)	Neural Network
10	15 (12.10%)	Bayesian Methods
11	14 (11.29%)	Bioinformatics
12	12 (9.68%)	Agile Software Development
12	12 (9.68%)	Computer Vision
13	10 (8.06%)	Data Analysis
13	10 (8.06%)	Predictive Analytics
14	9 (7.26%)	Biology
14	9 (7.26%)	Business Intelligence
15	8 (6.45%)	Change Control
15	8 (6.45%)	Monte Carlo Method
16	7 (5.65%)	Rapid Prototyping

Programming Languages
1	86 (69.35%)	Python
2	52 (41.94%)	C++
2	52 (41.94%)	Java
3	29 (23.39%)	SQL
4	28 (22.58%)	R
5	22 (17.74%)	Scala
6	20 (16.13%)	MATLAB
7	11 (8.87%)	C#
8	8 (6.45%)	C
8	8 (6.45%)	JavaScript
9	7 (5.65%)	Julia
10	6 (4.84%)	Perl
11	5 (4.03%)	Haskell
11	5 (4.03%)	Kotlin
11	5 (4.03%)	Ruby
12	1 (0.81%)	Go
12	1 (0.81%)	TypeScript

Qualifications
1	52 (41.94%)	PhD
2	29 (23.39%)	Degree
3	8 (6.45%)	Computer Science Degree
4	7 (5.65%)	Postgraduate
5	1 (0.81%)	Master's Degree
5	1 (0.81%)	MBA
5	1 (0.81%)	Numerate Degree

Quality Assurance & Compliance
1	7 (5.65%)	Data Quality
2	6 (4.84%)	QA
3	1 (0.81%)	GCP

System Software
1	9 (7.26%)	Docker

Systems Management
1	6 (4.84%)	Kubernetes

Vendors
1	20 (16.13%)	Google
2	7 (5.65%)	Tableau
3	6 (4.84%)	Cloudera
4	3 (2.42%)	Microsoft
5	1 (0.81%)	Alteryx
5	1 (0.81%)	Atlassian
5	1 (0.81%)	Datameer
5	1 (0.81%)	Hitachi
5	1 (0.81%)	Hortonworks
5	1 (0.81%)	Informatica
5	1 (0.81%)	MapR
5	1 (0.81%)	Netezza
5	1 (0.81%)	Oracle
5	1 (0.81%)	Paxata
5	1 (0.81%)	Talend
5	1 (0.81%)	Teradata