Google TensorFlow
UK

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 6 months to 3 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
3 May 2024
Same period 2023 Same period 2022
Rank 714 832 648
Rank change year-on-year +118 -184 +34
Permanent jobs citing TensorFlow 192 161 712
As % of all permanent jobs advertised in the UK 0.19% 0.16% 0.45%
As % of the Libraries, Frameworks & Software Standards category 0.91% 0.51% 1.12%
Number of salaries quoted 101 121 229
10th Percentile £52,500 £45,000 £51,250
25th Percentile £55,000 £56,250 £60,000
Median annual salary (50th Percentile) £70,000 £75,000 £80,000
Median % change year-on-year -6.67% -6.25% +22.61%
75th Percentile £88,750 £95,000 £92,500
90th Percentile £137,500 £103,750 £132,500
UK excluding London median annual salary £62,500 £52,500 £62,000
% change year-on-year +19.05% -15.32% +11.21%

All Software Libraries and Frameworks
UK

TensorFlow is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for technical specification, industry standards, software libraries and framework skills.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 21,080 31,272 63,382
As % of all permanent jobs advertised in the UK 21.38% 30.13% 40.50%
Number of salaries quoted 15,747 19,246 30,345
10th Percentile £36,250 £41,117 £37,500
25th Percentile £45,000 £50,000 £47,500
Median annual salary (50th Percentile) £60,000 £67,500 £62,500
Median % change year-on-year -11.11% +8.00% +13.64%
75th Percentile £79,500 £87,500 £82,500
90th Percentile £100,000 £105,000 £100,000
UK excluding London median annual salary £55,000 £57,500 £55,000
% change year-on-year -4.35% +4.55% +10.00%

TensorFlow
Job Vacancy Trend

Job postings citing TensorFlow as a proportion of all IT jobs advertised.

Job vacancy trend for TensorFlow in the UK

TensorFlow
Salary Trend

3-month moving average salary quoted in jobs citing TensorFlow.

Salary trend for TensorFlow in the UK

TensorFlow
Salary Histogram

Salary distribution for jobs citing TensorFlow over the 6 months to 3 May 2024.

Salary histogram for TensorFlow in the UK

TensorFlow
Top 14 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 6 months to 3 May 2024. 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
Jobs
England +113 175 £70,000 -9.68% 127
London +120 96 £82,250 +2.81% 61
UK excluding London +39 81 £62,500 +19.05% 67
Work from Home +103 70 £55,000 -31.25% 73
South West -8 25 £65,000 +4.00% 5
East of England +28 22 £80,001 +6.67% 19
Midlands +8 11 £55,000 +4.76% 5
Scotland -56 11 £57,500 +27.78% 2
West Midlands +10 10 £55,000 +4.76% 1
North of England +58 9 £60,000 -41.46% 10
North West +14 8 £60,000 - 9
South East +4 3 - - 28
Yorkshire +79 1 £45,000 -56.10% 1
East Midlands - 1 £85,000 - 4

TensorFlow
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 14 (7.29%) Apache Spark
2 9 (4.69%) Jupyter
3 8 (4.17%) Apache
4 3 (1.56%) SAS
5 2 (1.04%) Apache Airflow
Applications
1 6 (3.13%) Simulink
1 6 (3.13%) Stateflow
Cloud Services
1 44 (22.92%) AWS
2 31 (16.15%) Azure
3 28 (14.58%) GCP
4 17 (8.85%) Amazon SageMaker
5 13 (6.77%) Azure Machine Learning
6 8 (4.17%) SaaS
7 7 (3.65%) Cloud Computing
7 7 (3.65%) Snowflake
8 6 (3.13%) dbt
8 6 (3.13%) Fivetran
9 4 (2.08%) Azure DevOps
10 3 (1.56%) Serverless
11 2 (1.04%) ChatGPT
11 2 (1.04%) Power Platform
12 1 (0.52%) AWS CloudFormation
12 1 (0.52%) AWS CodePipeline
12 1 (0.52%) AWS Lambda
12 1 (0.52%) AWS Step Functions
12 1 (0.52%) Azure Data Factory
12 1 (0.52%) Datadog
Database & Business Intelligence
1 40 (20.83%) Tableau
2 13 (6.77%) Elasticsearch
3 10 (5.21%) Big Data
4 8 (4.17%) Data Mining
5 6 (3.13%) Data Warehouse
6 5 (2.60%) Hadoop
6 5 (2.60%) MySQL
6 5 (2.60%) Neo4j
6 5 (2.60%) Relational Database
7 3 (1.56%) PostgreSQL
8 2 (1.04%) BigQuery
8 2 (1.04%) MongoDB
8 2 (1.04%) NoSQL
8 2 (1.04%) Power BI
8 2 (1.04%) Text Mining
9 1 (0.52%) Amazon Athena
9 1 (0.52%) Amazon Aurora
9 1 (0.52%) Apache Cassandra
9 1 (0.52%) DynamoDB
9 1 (0.52%) Redis
Development Applications
1 60 (31.25%) Git
2 8 (4.17%) Visual Studio
3 2 (1.04%) MLflow
3 2 (1.04%) Team Foundation Server
3 2 (1.04%) TensorBoard
4 1 (0.52%) Atlassian Bamboo
4 1 (0.52%) Bitbucket
4 1 (0.52%) Jenkins
4 1 (0.52%) Mercurial
4 1 (0.52%) SonarQube
4 1 (0.52%) TeamCity
General
1 73 (38.02%) Social Skills
2 20 (10.42%) Inclusion and Diversity
3 17 (8.85%) Public Sector
4 14 (7.29%) Finance
4 14 (7.29%) Games
5 11 (5.73%) Law
6 8 (4.17%) Marketing
7 4 (2.08%) Analytical Skills
7 4 (2.08%) Automotive
8 2 (1.04%) Electronics
9 1 (0.52%) Financial Institution
9 1 (0.52%) Legal
9 1 (0.52%) Presentation Skills
9 1 (0.52%) Telecoms
Job Titles
1 86 (44.79%) Data Scientist
2 70 (36.46%) Senior
3 51 (26.56%) Senior Data Scientist
4 22 (11.46%) Artificial Intelligence Engineer
5 21 (10.94%) Developer
6 14 (7.29%) Data Engineer
6 14 (7.29%) Software Engineer
7 13 (6.77%) Machine Learning Researcher
8 12 (6.25%) Lead
9 9 (4.69%) Senior Developer
9 9 (4.69%) Senior Software Developer
9 9 (4.69%) Software Developer
10 8 (4.17%) Audit Manager
10 8 (4.17%) Principal Engineer
10 8 (4.17%) Python Engineer
10 8 (4.17%) Technical Trainer
10 8 (4.17%) Trainer
11 7 (3.65%) Python Software Engineer
12 6 (3.13%) Principal Data Engineer
12 6 (3.13%) Snowflake Data Engineer
Libraries, Frameworks & Software Standards
1 122 (63.54%) PyTorch
2 66 (34.38%) scikit-learn
3 50 (26.04%) Pandas
4 45 (23.44%) Keras
5 41 (21.35%) NumPy
6 35 (18.23%) PySpark
7 14 (7.29%) Kafka
7 14 (7.29%) SpaCy
8 12 (6.25%) Apache Beam
9 11 (5.73%) MXNet
10 9 (4.69%) Flask
11 5 (2.60%) .NET
11 5 (2.60%) OpenCV
11 5 (2.60%) Statsmodels
12 4 (2.08%) OpenACC
12 4 (2.08%) SciPy
13 3 (1.56%) Matplotlib
13 3 (1.56%) MLlib
14 2 (1.04%) Django
14 2 (1.04%) ggplot
Miscellaneous
1 114 (59.38%) Algorithms
2 18 (9.38%) CUDA
3 17 (8.85%) Data Structures
4 15 (7.81%) Distributed Computing
5 8 (4.17%) BBC
6 7 (3.65%) Blockchain
7 6 (3.13%) Public Cloud
8 5 (2.60%) Embedded Systems
9 4 (2.08%) Client/Server
9 4 (2.08%) Robotics
9 4 (2.08%) Verilog
9 4 (2.08%) VHDL
10 3 (1.56%) Distributed Systems
10 3 (1.56%) IoT
10 3 (1.56%) Onboarding
11 2 (1.04%) Social Network
12 1 (0.52%) Credit Risk
12 1 (0.52%) Cyber Defence
12 1 (0.52%) Management Information System
12 1 (0.52%) Reinsurance
Operating Systems
1 11 (5.73%) Linux
2 2 (1.04%) Android
Processes & Methodologies
1 167 (86.98%) Machine Learning
2 141 (73.44%) Artificial Intelligence
3 114 (59.38%) Data Science
4 98 (51.04%) Natural Language Processing
5 96 (50.00%) Statistics
6 81 (42.19%) Deep Learning
7 80 (41.67%) Mathematics
8 77 (40.10%) Visualisation
9 67 (34.90%) Neural Network
10 65 (33.85%) Generative AI
11 64 (33.33%) Software Engineering
12 57 (29.69%) MLOps
13 55 (28.65%) Actionable Insight
14 53 (27.60%) Computer Science
15 48 (25.00%) Agile
16 47 (24.48%) Decision-Making
17 41 (21.35%) Analytics
18 39 (20.31%) Computer Vision
19 38 (19.79%) Physics
20 36 (18.75%) Predictive Modelling
Programming Languages
1 181 (94.27%) Python
2 74 (38.54%) SQL
3 31 (16.15%) Java
4 28 (14.58%) MATLAB
5 17 (8.85%) C
6 7 (3.65%) R
7 6 (3.13%) JavaScript
7 6 (3.13%) Scala
8 4 (2.08%) C#
8 4 (2.08%) C++
8 4 (2.08%) Perl
8 4 (2.08%) Ruby
9 3 (1.56%) TypeScript
10 2 (1.04%) Go
11 1 (0.52%) Bash
11 1 (0.52%) Fortran
11 1 (0.52%) Gremlin
11 1 (0.52%) Shell Script
Qualifications
1 99 (51.56%) Degree
2 63 (32.81%) Master's Degree
3 48 (25.00%) PhD
4 35 (18.23%) DBS Check
5 33 (17.19%) Security Cleared
6 14 (7.29%) DV Cleared
7 11 (5.73%) SC Cleared
8 8 (4.17%) Computer Science Degree
9 4 (2.08%) BPSS Clearance
10 1 (0.52%) Numerate Degree
Quality Assurance & Compliance
1 1 (0.52%) Data Quality
1 1 (0.52%) QA
System Software
1 15 (7.81%) Docker
2 1 (0.52%) Virtual Machines
Systems Management
1 10 (5.21%) Terraform
2 7 (3.65%) Kubernetes
3 2 (1.04%) Kubeflow
4 1 (0.52%) Ansible
4 1 (0.52%) Grafana
4 1 (0.52%) Prometheus
Vendors
1 51 (26.56%) Databricks
2 19 (9.90%) Dataiku
2 19 (9.90%) Google
3 18 (9.38%) OpenAI
4 10 (5.21%) NVIDIA
5 6 (3.13%) F5
6 3 (1.56%) Microsoft
7 1 (0.52%) Facebook
7 1 (0.52%) Hitachi
7 1 (0.52%) Perforce
7 1 (0.52%) Samsung
7 1 (0.52%) Splunk