Junior/Middle Data Scientist
1 tydzień temu
*instinctools is a software development company that provides custom software solutions for businesses of all sizes. Our team works closely with clients to understand their specific needs and provide personalized solutions that meet their business requirements.
We are looking for a Junior/Middle Data Scientist.
What you'll be doing:
Data Warehousing:- Design, develop, and maintain data warehouse architecture.
- Extract, transform, and load (ETL) data from various sources (e.g., databases, APIs, cloud platforms) into the data warehouse.
- Ensure data quality, accuracy, and consistency within the data warehouse.
- Develop and maintain data pipelines using industry-standard tools and technologies.
- Develop and maintain interactive dashboards and reports using BI tools.
- Collaborate with business users to understand their reporting and analysis needs.
- Translate business requirements into effective and insightful visualizations.
- Provide data-driven insights and recommendations to support business decisions.
- Apply data science techniques (e.g., data mining, machine learning) to extract valuable insights from data.
- Prediction algorithms implementation.
- Explore and implement new technologies and best practices in the data and analytics space.
- Develop solutions based on existing AI APIs (e.g. OpenAI API) or on-premises models (e.g. LLama, DeepSeek).
- Develop and set up knowledge base using RAG approach.
- Take part in development of AI services and APIs to support data integration and analysis.
The following knowledge and skills would ensure your success in this role:
- Education: Bachelor's degree in Computer Science, Data Science, Mathematics, Statistics, or a related field.
- 3+ years of experience in data engineering / ML engineering.
- Strong experience with SQL and data warehousing concepts (e.g., dimensional modeling, star schema).
- Experience with machine learning toolset: PyTorch, XGBoost, HuggingFace.
- Experience with BI tools (Power BI preferred).
- Experience with backend development is a plus.
- Experience with AI platforms such as OpenAI (or others) is a plus.
- At least Upper-Intermediate English level.
We offer:
- Flexible working time.
- Professional and ambitious team.
- Learning opportunities, seminars and conferences and time for exploring new technologies.
- Full remote work.
- Co-funding for language courses.
Join us and be part of a team that is changing the world through technology.
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