Job Description

Welcome to Resideo, where we're on a mission to transform homes into intelligent, efficient, and secure living spaces through the power of IoT-connected devices. As a **Lead Data Scientist** on our Home Analytics team, you'll play a pivotal role in extracting actionable insights from complex time-series data, making a direct impact on the comfort and safety of homes worldwide. As part of this initiative, we are looking for a Lead Data Scientist to help lead our LifeWhere product through the adoption of state-of-the-art ML methods that improve monitoring accuracy while delivering metrics and intelligence for program operation at scale. You will collaborate with a team of experts to develop predictive models and algorithms that drive innovation in connected home IoT devices. Success in this role comes from marrying a strong data science background with product and business acumen to deliver scalable data products to our internal and external customers. **JOB DUTIES:** + Analyze and interpret complex **time-series data** from connected **HVAC** systems to build cutting-edge metrics of HVAC performance, generate insights, and create value for our network of pros and homeowners using our IoT solution + Develop methodologies and experiments to continuously improve predictive and machine learning algorithms + Help develop end-to-end process machine learning solutions to support program growth and expansion goals + Working with cross-functional teams, including Product Managers and Software Engineers, identify critical business problems and develop solutions to support data-driven business decisions + Work to democratize data by building and socializing decision tools (e.g., reports, data products, dashboards) **YOU MUST HAVE:** + 10+ years of related industry experience + Experience using Python, R, etc. working with (preferably) time-series data to support data analysis, visualization, exploratory data analysis, feature generation, and model fitting (in addition to other common analysis activities common to machine learning) + Expert in at least one programming language for data analysis (e.g., Python, R), experience with SQL a plus + Strong foundational knowledge in project management with the ability to work in a fast-paced, high-visibility environment + Industry experience with developing and applying machine learning and statistical modeling in at least one of the following categories: **Anomaly detection** , **Time-Series Methods** , and/or Image processing (e.g. convolutional neural networks, auto-encoders) **WE VALUE:** + Experience with **HVAC** systems or related industrial applications + Experience with **IoT sensor data** , preferably in the time-series space, working with edge data processing and connected device ecosystems + Experience working with Apache Spark (preferably PySpark) + Familiarity with modern ML frameworks and libraries including, deep-learning (e.g., TensorFlow, Keras, or PyTorch), Scikit-learn, Numpy, Pandas, and MLFlow. + Knowledge and experience with Databricks, Jupyter notebooks, Git, AWS or Azure cloud environments + Detail oriented and willing to learn new skills and tools + Experience working with cross-functional teams and an ability to communicate clearly and effectively to technical and non-technical audiences + A continuous learning mindset with a willingness to stay updated with the latest trends and technologies in data science and machine learning. **WHAT'S IN IT FOR YOU:** + Life and health insurance + Life assistance program + Tuition Reimbursement + Retirement plan (Immediate eligibility for 401K) + Vacation & holidays (Enjoy work-life balance) \#LI-JR2 \#LI-Hybrid Resideo is a $6.76 billion global manufacturer, developer, and distributor of technology-driven sensing and control solutions that help homeowners and businesses stay connected and in control of their comfort, security, energy use, and smart living. We focus on the professional channel, serving over 100,000 contractors, installers, dealers, and integrators across the HVAC, security, fire, electrical, and home comfort markets. Our products are found in more than 150 million residential and commercial spaces worldwide, with tens of millions of new devices sold annually. Trusted brands like Honeywell Home, First Alert, and Resideo power connected living for over 12.8 million customers through our Products & Solutions segment. Our ADI | Snap One segment spans 200+ stocking locations in 17 countries, offering a catalog of over 500,000 products from more than 1,000 manufacturers. With a global team of more than 14,000 employees, we offer the opportunity to make a real impact in a fast-growing, purpose-driven industry. Learn more at At Resideo, we bring together diverse individuals to build the future of homes. Resideo is an equal opportunity employer. Qualified applicants will be considered without regard to age, race, creed, color, national origin, ancestry, marital status, affectional or sexual orientation, gender identity or expression, disability, nationality, sex, religion, or veteran status. For more information on applicable U.S. equal employment regulations, refer to the If you require a reasonable accommodation to apply for a job, please use Contact Us form for assistance.

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