Prodsight is on a mission to help companies spot customer issues earlier. By automatically analysing every piece of customer feedback we surface customer issues earlier and help companies inform solutions.
We are growing deep-tech startup headquartered in the centre of historic Edinburgh with a global customer-base and backed by leading investors.
We are looking for a Natural Language Processing Engineer to help us build and improve Prodsight customer feedback analysis platform.
The responsibilities include transforming natural language data into useful features using NLP techniques to feed classification algorithms. To succeed in this role, you should possess outstanding skills in statistical analysis, machine learning methods and text representation techniques.
Your ultimate goal is to develop efficient self-learning NLP applications.
Design and develop NLP algorithms and applications
Select appropriate annotated datasets for Supervised Learning methods
Use effective text representations to transform natural language into useful features
Find and implement the right algorithms and tools for NLP tasks
Train the developed model and run evaluation experiments
Perform statistical analysis of results and refine models
Extend ML libraries and frameworks to apply in NLP tasks
Remain updated in the rapidly changing field of machine learning
Proven experience as an NLP Engineer or similar role
Understanding of NLP techniques for text representation (n-grams, bag of words, word embeddings), semantic extraction techniques, data structures and modelling
Experience with topic modelling, sentiment analysis
Ability to effectively design software architecture
Knowledge of python / python data analysis stack (pandas, numpy, spaCy)
Ability to write robust and testable code
Strong communication skills
An analytical mind with problem-solving abilities
Degree in Computer Science, Mathematics, Computational Linguistics or similar field
Experience with Elasticsearch
Experience with machine learning toolkits (like scikit-learn, Keras, PyTorch)
Experience with AWS
Database experience (Postgres, SQL)
Legal right to work in the United Kingdom.
Why join Prodsight?
Competitive salary and meaningful share options
Get to work with a smart and highly motivated team members
Workspace in the biggest technology hub in Edinburgh
Macbook and accessories
30-day annual holiday
Fun team socials and activities
How to apply
To apply click here