Data Scientist
- Kraków, małopolskie
- Stała
- Pełny etat
- Develop data analytics solutions using machine learning algorithms to generate actionable insights for solving complex problems in the oil and gas industry.
- Leverage expertise in machine learning theory to implement tailored solutions for specific business challenges and datasets.
- Utilize a diverse range of machine learning algorithms and data science technologies - including supervised and unsupervised learning, deep learning, natural language processing (NLP), and time series analysis - to address varied business challenges.
- Ensure data quality through preprocessing and cleaning to prepare datasets for analysis.
- Conduct exploratory data analysis (EDA) to identify patterns, anomalies, and insights that inform model development.
- Apply domain knowledge to select appropriate methodologies.
- Build robust solutions through rigorous testing, verification, and validation.
- Develop and track performance metrics to evaluate the impact of data science solutions.
- Manage the delivery of data science project milestones.
- Maintain thorough documentation for a sustainable development.
- Ensure all solutions comply with ethical standards, including data privacy and bias mitigation.
- Support the deployment and monitoring of machine learning models in production environments.
- Stay current with advancements in machine learning and apply them to enhance existing solutions.
- Communicate results effectively to both technical and non-technical stakeholders.
- Collaborate with cross-functional project teams to manage smooth execution of data science projects.
- Support project managers for integrating data science solutions with software products where applicable.
- Support data science study projects through suitable University student programswhere applicable.
- Participate as an effective team member in working collaboratively with your leader, peers and relevant others (including from other teams) to achieve business goals.
- Build trust and credibility and manage relationships with stakeholders to achieve great outcomes.
- Minimum of 5 years of experience in data science, developing advanced solutions using state-of-the-art machine learning techniques.
- Applying machine learning to develop solutions for the oil and gas industry.
- Collaborating with business and technical stakeholders to deliver tailored solutions.
- Manage delivery of data science project milestones, ensuring on-time & on-quality delivery.
- Ability to evaluate and direct technical work performed by junior data scientists.
- Advanced - Programming in Python (preferred), R, SQL, and Scala.