The Data Science team at XM is seeking a skilled Data Engineer with a strong background in data science. The ideal candidate should have extensive experience in designing, building, and maintaining data infrastructure and pipelines that support machine learning models and large-scale analytics. The role involves close collaboration with data scientists, data analysts, and other stakeholders to ensure data quality and accessibility, driving data-driven decision-making and implementing AI solutions across the organization.
Data engineer in machine learning
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описание
задачи
- Design, develop, and maintain scalable data pipelines for data transformation and preparation.
- Prepare datasets for data analysts and data scientists for exploratory data analysis, A/B testing, model training, and validation.
- Ensure data quality and consistency across various sources.
- Deploy machine learning models and AI tools to production environments.
- Collaborate with data scientists to improve data models and support business intelligence tools.
- Build and maintain data warehousing solutions.
- Enforce data governance and security policies.
- Work with cross-functional teams to understand data requirements and provide technical solutions.
- Mentor junior data engineers and provide technical guidance.
требования
- MSc or PhD in Data Science, Computer Science, Physics, Mathematics, or a related field.
- 4+ years of experience with a focus on data engineering and Python software development (Pandas, NumPy, Scikit-learn)
- Experience with AWS, Google Cloud, or Azure cloud services
- Extensive experience with relational and non-relational databases.
- Proven experience with machine learning.
- Demonstrated experience in big data processing and analytics.
- Strong analytical thinking and problem-solving abilities.
- Effective communication skills to convey data-driven insights.
- Fluency in English Language
условия
- Attractive remuneration package
- Private health insurance
- Corporate pension fund
- Intellectually stimulating work environment
- Continuous professional development and international training opportunities
навыки
Международный брокер: форекс и CFD.
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