Havenly
Havenly is an online interior design platform that connects users with professional designers to create personalized spaces. With both online and in-person design services available, clients can collaborate directly with designers to bring their vision to life using 3D renderings and a wide selection of products sourced from over 100 popular home brands. Havenly offers tailored design solutions suitable for any style and budget, aiming to make interior design accessible and affordable.
Machine Learning Engineer
August 27, 2024
🇺🇸 United States – Remote
💵 $160k - $190k / year
⏰ Full Time
🟡 Mid-level
🟠 Senior
🤖 Machine Learning Engineer
Havenly
Havenly is an online interior design platform that connects users with professional designers to create personalized spaces. With both online and in-person design services available, clients can collaborate directly with designers to bring their vision to life using 3D renderings and a wide selection of products sourced from over 100 popular home brands. Havenly offers tailored design solutions suitable for any style and budget, aiming to make interior design accessible and affordable.
📋 Description
• Research and apply advanced data science and machine learning techniques to tackle challenges such as building recommendation systems • Work to identify opportunities to leverage proprietary data to build data driven tools and experiences • Develop, train, and deploy machine learning models, aimed at enhancing customer experiences and reinventing designer workflows • Conduct exploratory analysis to identify opportunities for developing new features • Engage in data engineering tasks, including accessing, transforming, modeling, and storing data
🎯 Requirements
• Experience deploying machine learning models to production environments on cloud service providers (preferably GCP/AWS) • Proficiency in Python and experience with machine learning frameworks such as Tensorflow, Keras, and Scikit-learn • A strong understanding of Neural Networks and their applications • Strong understanding of SQL and experience working with data warehouses such as Snowflake or BigQuery • Experience with image processing in ML models • Demonstrated ability to perform data engineering tasks, including data access, transformation, modeling, and storage • Solid foundation in machine learning, statistics, and data analysis • Innovative mindset with the ability to identify and pursue opportunities for the application of machine learning and data science methods • Excellent communication skills, with the ability to work as a thought partner to various stakeholders across the business • A Masters degree in statistics, computer science, economics, mathematics, or a related field, or 5+ years of related work experience
🏖️ Benefits
• Competitive compensation • Generous PTO • Volunteer days off • Health benefits (Medical, Dental, Vision, Disability) • 401K • Paid Parental leave • Fertility benefits • Free design services • Furniture discounts • Merchandise credits
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