Ai/Ml Ops Engineer (R&D)

AI/ML Ops Engineer (R&D) Join Us at Pura—Reimagining Fragrance for the Future At Pura, we believe life is better when it smells good. Fragrance has the unique power to transform spaces, elevate moods, and create lasting memories. But we know it can do even more. That's why we're pioneering the future of fragrance, combining cutting-edge smart home technology with premium, clean scents to create personalized, meaningful experiences in every home. We're not just a fragrance company—we're on a mission to change the way people experience scent. At Pura, we are redefining fragrance as a critical element of design, on par with color, texture, sound, lighting, and furniture. We call this Scent Design—transforming scent from an afterthought into an intentional, skillful component of every space. By blending artistry and science, Pura allows users to design their own "scentscapes" that enhance daily life and craft environments that feel as good as they smell. Why Join Pura?Our journey began with two innovators, Richie Stapler and Bruno Lima, and their shared vision of revolutionizing how we experience fragrance. Since then, Pura has grown into a company that sells a fragrance every 3.7 seconds, partnering with iconic brands like Curio, Anthropologie, and Disney. We've been recognized as the Fastest Growing Company in Utah, and we are passionate about making scent a core part of life's most memorable moments. Your Role at Pura:We are seeking an AI/ML Ops Data Engineer who is enthusiastic about diving deep into data, deploying models, and contributing to innovative product enhancements. This role is crucial for utilizing data science to enhance our products, ensuring Pura continues to lead in creating exceptional home and automotive scent experiences. We are looking for someone excited about turning complex data into actionable insights. You will help us inspire a belief in the power of fragrance to craft and elevate memorable moments for our Owners. This is your chance to make an impact in a high-growth company that's redefining the way people experience scent. What You'll Own: Create and maintain data pipelines for R&D.Implementation of machine learning models to enhance the performance and user experience of our products.Participation in cross-functional teams to ensure data-driven approaches are aligned with business goals.Monitoring and reporting on the performance of deployed models, using data to drive further improvements.Essential Functions: Create and maintain data pipelines and orchestration for R&D.Establish data integration setups to consolidate diverse data types including structured, and unstructured data into a unified database.Develop and implement user-friendly interfaces for easy data entry and retrieval.Build out the storage needs for the machine learning models and pipelines in collaboration with data and software engineers.Develop capabilities for handling and processing real-time data inputs, particularly for features like dynamic fragrance diffusion in Puralast.Implement machine learning models to enhance personalized customer experiences, develop model training pipelines on existing datasets, and create user preference datasets used for analysis and intensity prediction models.Operate within frameworks for collaborative design between R&D and production teams to productionalize predictive models to inform users about the remaining life of their fragrance.Collaborate with Data Scientists to refine ML models using new data inputs to enhance accuracy and effectiveness.Create adaptive systems that adjust fragrance settings in real-time based on continuous feedback.Develop guidelines to ensure AI models are ethically developed and deployed.Implement systems for ongoing monitoring of model performance and mechanisms for easy updating and maintenance.Utilize and leverage various technologies and tools such as Airflow for workflow orchestration, EKS for scalable container management, Terraform for infrastructure as code, PySpark for big data processing and analysis, and BigQuery (BQ) for data warehousing, to effectively accomplish and streamline the aforementioned responsibilities.Evangelize your unique skill-set, knowledge, and recommendations across the business and mentor junior team members in all aspects of MLE. Pura's StoryWe're passionate about creating spaces that inspire, elevate, and transform everyday life. We believe scent is more than just a pleasant background—it's an integral part of Scent Design, transforming homes into meaningful, personalized spaces. Our smart home fragrance diffusers allow users to design their own scent experiences with premium, clean fragrances. After 10 years of innovation, we've been recognized by Inc. and Utah Business as one of the best places to work, and we continue to push the boundaries of technology and fragrance. Join us in our pursuit of reimagining what's possible with scent design. Pura's Culture Our culture is built on a foundation of innovation, collaboration, inclusivity, and being good humans. We believe in fostering an environment where creativity thrives, empowering each team member to contribute their unique perspectives and skills. Our commitment to sustainability and integrity drives our decisions, ensuring that we not only create exceptional products but also contribute positively to our community and the planet. We celebrate diversity and prioritize open communication, cultivating a supportive atmosphere where everyone feels valued and inspired to push boundaries. Together, we're not just building a brand—we're creating a movement that redefines the role of fragrance in our lives. Join the Pura Team!We're looking for individuals who believe in the power of fragrance and technology to transform lives. If you're ready to be part of a dynamic, fast-growing company at the forefront of an exciting industry, we'd love to hear from you. Pura provides equal employment opportunities to all employees and applicants for employment and prohibits discrimination and harassment of any type without regard to race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state or local laws. *All candidates are subject to a background check.