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Associate Principal Engineer (Data Science)
Описание вакансии
Текст:
TL;DR
Associate Principal Engineer (Data Science): Designing and developing advanced data science solutions with an accent on predictive modelling, machine learning, and generative AI fundamentals. Focus on building scalable cloud-based architectures, applying mathematical optimization, and implementing MLOps practices for robust model lifecycle management.
Company
is a global digital product engineering company with over 17,500 experts across 39 countries, focused on building inspiring and scalable digital products and services.
What you will do
- Translate client business use cases into technical designs that meet requirements.
- Evaluate and select optimal solutions aligned with client needs.
- Define guidelines and benchmarks for non-functional requirements during implementation.
- Write and review architecture and design documents ensuring best practices.
- Develop overall solutions addressing functional and non-functional requirements.
- Conduct POCs to validate design and technology choices.
Requirements
- Total experience: 9+ years.
- Strong hands-on experience in data science, predictive modelling, and optimization techniques.
- Proficiency with Python or R and related libraries (Pandas, NumPy, Scikit-learn).
- Experience with cloud platforms (GCP, AWS, Azure) and cloud architecture.
- Knowledge of machine learning, NLP, generative AI fundamentals, and MLOps principles.
- Excellent communication and collaboration skills.