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описание
Sonova is a hearing care provider that develops solutions to improve customer outcomes and operational efficiency.
задачи
Conceptualize, develop, deploy, and drive adoption of data science, ML, and GenAI solutions that deliver measurable business impact across Operations and CX
Apply statistical and ML methods to analyze diverse datasets, including data exploration and feature engineering, to derive insights for business decisions
Translate business requirements into technical solutions and communicate quantitative findings to technical and non-technical stakeholders
Collaborate with analysts, engineers, and platform teams to deliver projects
Design and implement AI-augmented development workflows using agentic coding tools and LLM-based code generation; establish best practices for reviewing and validating AI-generated output
Articulate hypotheses, design and execute experiments and A/B tests, and evaluate and optimize algorithms
Develop monitoring KPIs to track solution and model performance
Define standards and processes for efficient data science development and drive continuous improvement
требования
5+ Years of experience applying data science, machine learning, and predictive analytics techniques to solve business problems
Proven experience delivering end-to-end data science projects, from data preparation and feature engineering through deployment and monitoring
Strong knowledge of statistics, machine learning, experimentation, and model evaluation techniques
Hands-on experience with generative AI technologies, including LLMs, embeddings, prompt engineering, and RAG architectures
Proficiency in Python, SQL, Databricks, and PySpark
Experience working with structured, semi-structured, and unstructured data sources
Familiarity with MLOps practices, model governance, cloud platforms, and production deployment of analytical solutions
Strong stakeholder management, communication, and presentation skills; ability to translate complex analyses into business insights
Experience using Git and collaborative development practices
Ability to work independently and manage multiple priorities in a fast-paced environment
Fluent in English
условия
Flexible hybrid working model
Wide range of training opportunities for professional and personal development
Individual development plans and exceptional growth opportunities