Data Scientist II
Richardson, TX, United States
Lennox International
Explore Lennox comfort and energy-efficient solutions for heating and cooling your space. Upgrade your home's HVAC system with industry-leading solutions.Company Overview
Lennox (NYSE: LII) Driven by 130 years of legacy, HVAC and refrigeration success, Lennox provides our residential and commercial customers with industry-leading climate-control solutions. At Lennox, we win as a team, aiming for excellence and delivering innovative, sustainable products and services. Our culture guides us and creates a workplace where all employees feel heard and welcomed. Lennox is a global community that values each team member’s contributions and offers a supportive environment for career development. Come, stay, and grow with us.
Job Description
As a Data Scientist at Lennox, you will be instrumental in leveraging advanced machine learning techniques and data exploration to streamline business processes and enhance decision-making. In this role, you will develop and refine custom data models and algorithms, extracting meaningful insights from complex data sets to drive improved ROI and deliver high-value advisory solutions. You will collaborate with cross-functional teams to enhance data management practices, develop scalable analytics workflows, and contribute to the growth of Lennox’s machine learning capabilities.
- 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
WHAT WE ARE LOOKING FOR
In order to be successful in this role, you will need to have the following:
- Requires a bachelor's 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.
WHAT WE OFFER
At Lennox, our greatest assets are our employees, and we are committed to providing limitless opportunities for growth and development of all, largely promoting from within the organization. This position is ideal for anyone looking for a diverse working environment with long term growth possibilities.
*** This is an in-office position, requiring attendance from Monday to Thursday, with remote work on Fridays. ***
- Competitive base salary
- Excellent medical plans designed to support healthy lifestyles
- Mental and financial health programs
- Outstanding 401K with company matching and 1-year bonus
- Employee Stock Purchase Program
- Community involvement opportunities
- Robust Employee Assistance Program
- And much, much more!
WE VALUE DIVERSITY
Here at Lennox, we believe that diversity and inclusion is critical to our success as a global company, and we seek to recruit, develop, and retain the most talented people from a diverse candidate pool. Our goal is to build workplaces that reflect the communities where we live and work, support the growth and development of each team member as they strive to reach their full potential, and empower them to be their authentic selves. Lennox is an equal opportunity employer.
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* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Architecture Big Data Clustering Computer Science Data management Machine Learning Power BI PySpark Python Qlik R SQL Statistics Tableau
Perks/benefits: Career development Competitive pay Equity / stock options Salary bonus Startup environment
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