Machine Learning Engineer

REQUIREMENTS:

• You are knowledgeable about production-grade Machine learning inference and model training lifecycle.


• A minimum of 4 years of hands-on experience in production projects as a Machine Learning Engineer, Data Engineer, or Data Scientist.


• At least 5 years of overall experience in software development.


• Strong experience in Python programming language.


• Strong experience in PyTorch or Tensorflow.


• Strong experience in NLP and/or CV (not only GPT & BERT-like models).


• Strong experience with the following libraries: numpy, pandas, opencv, spacy, nltk, scikit-learn.


• Experience with generative models (GPT) and prompt engineering.


• English language (Intermediate and higher).


• This is a full-time position requiring exclusive commitment.
  

GOOD TO HAVE:

• Experience with Azure Cloud services (or alternative)


• Experience with OpenAI platform (or alternative).


• Experience with HuggingFace.


• Experience with data processing pipelines.


• Knowledge of data analysis, statistics and data visualisation (descriptive statistics, statistical tests, plotting, dashboards, etc.).

RESPONSIBILITIES:

• Automatization of information extraction from digital born and scanned documents in various formats (PDF, Excel, Word, Images etc.).


• Building prediction and recommendation models based on the input data and user behaviour.


• Building ML/data pipelines and datasets according to business requirements.


• Analysing and visualising the data and presenting the result to the team.