Senior Data Scientist
We are on a mission to develop the NLP analytical cloud
(data-eXtract Process Automation - XPA) for document comprehension. XPA is a virtual analytical agency that offers NLP tools to train machine learning models with no programming skills.
LOCATION
Remote
EMPLOYMENT TYPE
Permanent
What You’ll Do
-
You will create a virtual analytical agency (SaaS) that will analyse the content of large volumes of documents: legal, business and finance.
-
Your goal is to develop a high-precision analysis tool to find the right parts of a text. Identifies names, values, dates, descriptions, features, opinions or conditions...
-
Use statistical and machine learning techniques to create scalable solutions for textual data analysis.
-
You will lead and perform R & D subprojects to drive the discovery of new generation products.
-
Establish scalable, efficient, automated processes for large scale data analysis, model development, model validation and model implementation.
-
Work with Product Owners to define the KPIs for machine learning projects.
Who you are
-
MS or PhD in Computer Science, Computational Linguistics, NLP, or quantitative field with research using NLP or 5+ years of experience.
-
Excellent coding skills in Python is a must.
-
Previous experience of working with transformer-based models, e.g. BERT, GPT, T5 is preferred.
-
Experience in using Hugging Face Transformers, Tensorflow 2.X., Keras or MXNet, PyTorch.
-
Experience with containerized platforms such as Docker, Kubernetes or ECS.