Data Scientist Ii- Insights
2 maanden geleden
Role Description:
**Key Responsibilities**
- Responsible for owning the design and delivery of entire Data Science solutions based on business requirements, bringing them from the initial idea-generation phase to implementation independently.
- Responsible for working primarily within the scope of their team to deliver work that informs business decisions for the product / business topic they currently work on, occasionally collaborating across multiple teams.
- Responsible for designing and interpreting quantitative experiments to objectively guide key business decision making.
- Responsible for independently identifying and managing stakeholders in operational, project-based, and managerial roles. Effectively communicates, addresses stakeholder needs, and conveys complex analysis results in a clear manner. Begins to guide junior colleagues in stakeholder engagement.
- Responsible for leveraging Data Science for impact while learning to incorporate scalability, reproducibility and long term orientation in their work.
- Responsible for acting as a force multiplier for junior peers in the team by actively helping them with their craft through means of coaching, mentoring and setting a good example.
- Responsible for contributing to the community of their area by supporting community projects aimed at making other data professional more effective, actively participating in community strengthening activities (ie. recruitment) and connecting with peers beyond their area.
- Must be knowledgeable about the larger data ecosystem at Booking and how it relates to the work they do.
- Responsible for collaborating with peers in related crafts (ie. Data Engineering), anticipating data needs to ensure smooth progress of their individual projects.
- Must be knowledgeable with the operational, tactical and strategic goals of their area (ie. track / vertical) and have high level knowledge of the goals of their wider area (ie. Business Unit).
- Responsible for ensuring quality of their own work by validating it through peer review.
- Responsible for influencing business decisions within their specific area (ie. product team).
**Communication.Stakeholder**
- Business Stakeholders
- Craft team
- Managers
- Leadership team
- DSnA Community
- Other tech crafts
**Communication.Type**
- Cooperation, InformationInput, feedback and providing data outcomes to steer the business
- CooperationSupport & collaboration
- Cooperation, InformationSupport / Input,feedback and providing data outcomes to steer the business business.
- InformationProviding data to steer the business
- Cooperation, InformationKnowledge sharing, collaboration and support
- InformationData Collection & Tracking
**Communication.Frequency**
- Frequent
- Continuous
- Frequent
- Occasional
- Frequent
- Occasional
**Level of Education.Level of Education**
- Master degree
**Years of relevant Job Knowledge.Years of relevant Job Knowledge**
- Broad Job Knowledge (3 - 5 years)
**Requirements of special knowledge/skills**
- Experience solving real problems using data mining techniques and with statistical rigor
- Strong technical skills regarding data analysis, statistics, machine learning and programming. Strong working knowledge of Hadoop, Spark, SQL, Python and/or R.
- Excellent communication skills
- Strong skills in translating business problems into data problems
- Strong data visualization skills
- Strong skills in storytelling with data
- Strong knowledge of statistics and experimentation
- Strong knowledge of data management (engineering, data pipelines, workflows)
- Strong knowledge of the possibilities and limitations of different types of data analysis and/or data science modelling
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