Python Developer (ML Engineer) to Georgia

Условия работы

Arcadia, an innovative software development company providing services to international clientele, is looking for a Python Developer with ML background

Cutting-edge technologies. Agile development process. The highly professional team provides good opportunities for professional development and career.

Responsibilities

• maintain and extend data preprocessing pipelines
• maintain and extend feature extraction pipelines
• maintain and extend Python packages for model training and serving based on customer requirements
• work with stakeholders to clarify requirements and identify modeling opportunities
• implementation of new approaches and algorithms based on the newest scientific publications

Requirements

• Python and its data stack (pandas, numpy, scikit-learn, etc.)
• PyTorch
• Jupyter Notebooks
• experience with deep learning.
• general understanding of neural networks and their applications
• understanding of parallel processing in Python (thread-based, process-based, GIL), serialization, memory mapping
• experience with task trackers (preferably Jira) and version control tools (preferably git)
• familiarity with Linux command line
• root cause analysis skills to answer specific business questions
• good communication and analytical skills - to clarify requirements with the customer in English.
  

Nice to have:

• experience with the Message Passing Neural Networks will be a huge plus

• experience with DVC for data versioning would be an advantage
• experience with Amazon's EC2 and S3.

Бонусы

• flexible work schedule;
• the ability to work remotely;
• opportunities for professional growth;
• medical insurance;
• relocation bonus for candidates when moving to Georgia

Дополнительные инструкции

Work contract with Georgian company.