Scrumconnect ltd Manchester
1 month ago
Job Description
Job Summary:
Requirements:
Education: Bachelor's/Master's degree in Machine Learning or Computer Science, Statistics, or related field. Preference will be given to those candidates with strong educational background as well as relevant certifications in the mentioned fields.
Skills:
* Strong foundation in statistics and programming (R/Python).
* Experience with data preparation, visualization, and model building.
* Knowledge of big data platforms (Hadoop, Spark) and SQL/NoSQL databases.
Experience: 3+ years of experience as a Data Scientist or related role.
Typical Responsibilities:
* Develop and maintain data products.
* Work within and contribute to the overall data development life cycle process as part of multi-functional Agile delivery teams focused on one or more products.
Data Scientists should have the following skills:
* Characterize a business problem and formulate a hypothesis.
* Demonstrate the use of methodologies in the analytics cycle and plan for the execution.
* Understand the data science workflow and recognize the importance of each element of the process for successful implementations.
* Possess competencies in statistics and programming (Analysis & Visualization).
* Data preparation: identify and collect the required data, manipulate, transform, and clean the data.
* Model building: understand multiple modeling techniques, model validation, and selection techniques.
* Model deployment: integrate ML models into existing production environments and monitor accuracy.
* Big data foundation: demonstrate understanding of the big data ecosystem and its major components.
* Leadership and professional development: be good problem solvers and explain findings effectively.
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