Remote Senior Machine Learning Engineer @ SoftwareMill
(práce v Polsku)

Remote Senior Machine Learning Engineer @ SoftwareMill

Polsko

What we expect

• 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.
• Experience with HuggingFace.
• Strong experience in PyTorch or Tensorflow.
• Strong experience in NLP (beyond LLMs / Transformers) and/or CV (beyond convolution networks)
• Strong experience with the following libraries: numpy, pandas/polars, opencv, spacy/nltk, scikit-learn, seaborn/matplotlib.
• Experience with LLMs and prompt engineering.
• Excellent problem-solving and analytical skills.
• Knowledge of data analysis, statistics and data visualisation (descriptive statistics, statistical tests, plotting, dashboards, etc.).
• Good knowledge of English is a must (both spoken and written), we work with clients from all over the world (USA, Australia, Switzerland, etc.)
• Polish language is required, as internally we are a Polish-speaking company
• This is a full-time position requiring exclusive commitment.

Nice to have

• Experience with Azure Cloud, Google Cloud, or AWS
• Experience with OpenAI platform (or alternative).
• Experience with data processing pipelines.
• Experience with parameter efficient fine-tuning and techniques like knowledge distillation, transfer learning, multi-task learning
• Experience with deployment of ML models for large-scale production projects
• Knowledge of best practices and tools for Python/ML project management e.g. poetry, pyenv, pipenv, uv, rye, commit hooks, hydra/omegaconf
• Demonstrated experience with MLOps frameworks, either cloud based (AWS Sagemaker, GCP Vertex AI, Azure ML) or on-premise open source versions (ZenML, MLFlow, Neptune, Weights&Biases).
• Knowledge of a 2nd programming language like Scala, Java or Rust
• Engagement in the IT community: personal blog, speaking at meetups/conferences, active member of StackOverflow, involvement in the open-source projects
• Having a pet-project
  Proven track of scientific publications in the ML area
  Interest in Big Data
  

Our offer

• Salary ranging from 1140 to 1425 PLN net per day for start
• 100% remote company with a remote-first mindset
• Full-time but not necessarily 9-17, we are flexible
• Professional development and freedom in choosing the toolset and tech stack
• Learning-culture expressed by internal workshops, talks and the technical reading clubs
• Small teams without PMs, no procedures, and no other corporate goodies we all love
• Best tools you need to make your work pleasurable and effective: monitor(s), workstation of your choice
• Dev-friendly environment with passionate and skilled people who believe in clean code and software craftsmanship - you will have a chance to meet some of them during the recruitment process
• Interesting projects with technologies like Tensorflow, PyTorch, OpenCV, Pandas, scikit-learn

,[] Requirements: Machine learning, Clean Code, PyTorch, pandas, scikit-learn, Python, Hugging Face, NLP, NumPy, spaCy, Matplotlib, Analytical skills, TensorFlow, Azure Cloud, Google cloud, AWS, MLOps, Cloud, AWS SageMaker, AI, Open source, MLflow, Scala, Java, Rust, Big data, GCP Tools: Jira, Trello, Github, Confluence, Wiki, GitHub, Bitbucket, GIT, Jenkins, GitLab, Agile, Scrum, Kanban. Additionally: Small teams, Friendly atmosphere, Sport subscription, Training budget, Flat structure, International projects, No dress code, Office located anywhere you want :), You can own your air conditioning panel, Zero commuting :).

Kategorie

backend

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