Lead Data Scientist

Resideo • Aurora, IL • 22h ago

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 http://www.resideo.com/.

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 https://www.resideo.com/us/en/-/media/Resideo/Files/Corporate/Resideo%20%20-%20Recruitment%20Privacy%20Notice.pdf?rv=6d871e71bfa24982b181c92fda232b7a. If you require a reasonable accommodation to apply for a job, please use Contact Us form for assistance.

Resideo

Go to Apply

Share this job

Similar Jobs

Building Automation Technical Training Instructor

Carrier • Lisle, IL • 9h ago

IT & Engineering

At Automated Logic, we've been developing and supporting intelligent building solutions that have helped customers, including small businesses to Fortune 500 corporations, operate their buildings more efficiently for ove...

9h ago

Go to Apply

Aviation Project Engineer

EchoStar • Lisle, IL • 9h ago

IT & Engineering

Company Summary EchoStar is reimagining the future of connectivity. Our business reach spans satellite television service, live-streaming and on-demand programming, smart home installation services, mobile plans and prod...

9h ago

Go to Apply

Design Engineer

Actalent • Aurora, IL • 17h ago

IT & Engineering

Description Understand and align with client needs for the products being developed Engage in cross-functional brainstorming and idea generation with team members Design and develop mechanical components, systems, and as...

17h ago

Go to Apply

Mechanical Design Engineer

Actalent • Lisle, IL • 1d ago

IT & Engineering

Responsibilities Design and draft 2D drawings from 3D models using mechanical design software. Apply geometric dimensioning and tolerancing techniques effectively. Collaborate with Design Engineers to communicate design...

1d ago

Go to Apply

Warehouse Technician

Trane Technologies • Aurora, IL • 2d ago

IT & Engineering

At Trane Technologies TM and through our businesses including Trane ® and Thermo King ® , we create innovative climate solutions for buildings, homes, and transportation that challenge what's possible for a sustainable w...

2d ago

Go to Apply

Mechanical Design Engineer

Actalent • Naperville, IL • 2d ago

IT & Engineering

2d ago

Go to Apply

Senior Software Engineer

Actalent • Naperville, IL • 2d ago

IT & Engineering

Job Title: Tenure Software Engineer Job Description We are seeking a highly skilled tenured Software Engineer to develop innovative software solutions that automate product manufacturing, laboratory testing, SQL data sto...

2d ago

Go to Apply

Quality Technician

WestRock Company • Woodridge, IL • 3d ago

IT & Engineering

Starting pay rate $19 2nd and 3rd shift available GENERAL PURPOSE: Assist manufacturing in maintaining required quality standards by performing quality inspections throughout a job run as well as by performing final insp...

3d ago

Go to Apply

(USA) Technician, Refrigeration/HVAC

Walmart • Montgomery, IL • 4d ago

IT & Engineering

Position Summary... What you'll do... Supermarket Rack Refrigeration HVAC Technician Are you on the lookout for an exciting career opportunity within a dynamic team? Walmart is expanding our workforce across local retail...

4d ago

Go to Apply

Entry level Mainframe Software Development Engineer

Broadcom • Lisle, IL • 4d ago

IT & Engineering

Please Note: If you are a first time user, please create your candidate login account before you apply for a job. (Click Sign In > Create Account) If you already have a Candidate Account, please Sign-In before you app...

4d ago

Go to Apply

Subscribe to get new jobs sent directly to you
(no charge, cancel anytime)

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.