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À propos
Lennox is a global leader in HVAC and refrigeration solutions, dedicated to providing innovative climate-control products. The Data Scientist II role involves analyzing large datasets, developing machine learning models, and improving business processes through data-driven insights.
Responsibilities : • Organizes, analyzes and extracts meaningful information from large amounts of data to build a learning machine which helps in streamlining business processes. • Assists on machine learning projects that use and promote data-exploration techniques to discover new or previously unasked questions. • Builds custom data-fueled models and algorithms, uses machine learning tools and statistical techniques to improve decision making capabilities, produce solutions to problems and improve ROI. • Builds custom data models and algorithms to complex data sets Works on a broad range of Data Science problems across varied business groups. • Develops expertise in various businesses and help translate that into increasingly high value added advisory solutions to stakeholders. • Works with others to develop, refine and scale data management and analytics procedures, systems, workflows, best practices and other issues to contribute to the company’s machine learning practice.
Qualifications : Required : • Requires a bachelors degree in a related field (Business, Computer Science, Information Science, Analytics) or an equivalent combination of education and experience. • Requires at least 1 year related experience. • Working knowledge of statistical computer languages, such as R, Python, SQL, and PySpark, to manipulate data and interpret insights from large data sets. • Good understanding of machine learning techniques such as clustering, decision trees, Random Forest, logistic regression, linear regression, gradient boosted trees, and Naive Bayes classifier. • Good knowledge of visual analytics, with preferable experience of Qlik, Tableau or PowerBI. • Good understanding of big data architecture and how distributed computing works. • Working knowledge of database concepts and ability to handle large complex data sets. • Ability to communicate results and gain consensus with non-technical audience. • Some experience with SparkMlib combined with strong programming background. • Working knowledge about analyzing unstructured information.
Company :
Lennox (NYSE: LII) is a leading provider of innovative climate control solutions for heating, ventilation, air conditioning, and refrigeration (HVACR) markets. Founded in 1895, the company is headquartered in Richardson, USA, with a team of 10001+ employees. The company is currently Late Stage.
Compétences linguistiques
- English
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