Product Data Scientist
il y a 8 heures
About the Company
At Bloomfield, we are revolutionizing the way crops are monitored and managed. Our AI-powered imaging technology provides continuous, plant-level health and performance insights from seed to harvest. Our mission is to empower farmers with the tools they need to increase crop productivity and quality while using fewer scarce resources, ultimately contributing to a more sustainable and food-secure future.
In 2024, Kubota Corporation, a global leader in agricultural machinery and solutions, through its North American subsidiary, Kubota North America Corporation, acquired Bloomfield. This acquisition unites Bloomfield's innovative technology with Kubota's extensive resources and commitment to provide comprehensive smart agriculture solutions to farmers worldwide. Our combined expertise and resources will drive innovation and deliver benefits to farmers, ensuring a more sustainable and prosperous agricultural industry.
About the Role
Our AI team (7 engineers and scientists, growing) builds the models, data pipelines, and measurement frameworks that power our data products.
We are now reorganizing the team into AI Platform and AI Product Streams. Each product stream will include two AI engineers focused on delivering customer-facing features end-to-end.
This role sits on a Product Stream and focuses on turning real-world plant imagery into reliable data products for growers.
We are looking for an AI Engineer – Product Data Scientist who is passionate about plant-based data, model development, and delivering real value to end-users.
You will take an ask from the Product team (e.g., "We are counting citrus; we want to estimate their weight.") and drive the early phases of the ML lifecycle:
data selectionannotation strategydata and annotation quality and explorationmetric definitionmodel selection and trainingThis role is highly collaborative, hands-on with data, and focused on building AI capabilities that directly impact customers' operations.
Responsibilities:
Work closely with AI, Product, and Engineering teams to build AI product focusing on value delivered to customerOwn the early ML lifecycle: data exploration, curation, annotation strategy, metric design, model prototyping, and experimentationBuild quantitative and qualitative frameworks to describe plant behavior and crop characteristicsTranslate raw plant imagery and sensor data into business insights for specialty crops (e.g., citrus, grapes, berries)Partner with the AI Platform and Data Engineering teams to integrate algorithms into the production data pipelineContribute to shaping our new AI Product Stream structure and workflowsQualifications:
Demonstrated ability to explore and analyze image data to design and implement the early stages of a ML model lifecycle (data selection, exploration, cleaning, model design and training, performance evaluation)comfort working with real-world, messy dataSolid Python experienceSolid knowledge in Machine Learning and Computer Visionability to design, conduct, and interpret experiments using appropriate statistical and scientific methodsA product mindset — willing to iterate with users, look at thousands of images, define metrics, and refine modelsBonus Points:
knowledge of plant physiology, plant development, agronomy, or related disciplineExperience with high-throughput phenotyping, crop estimation, or yield predictionExperience working with imagery or sensor data in agricultural environmentsExperience in Deep LearningExperience in C++
What We Offer
In addition to the opportunity to apply and develop your skills toward key business objectives, we offer an excellent compensation package including:
Competitive base salary & bonus Opportunity to shape the future of AI in agriculture within a small, focused team backed by KubotaBloomfield is an equal opportunity employer. We consider qualified applicants without regard to race, color, religion, sex, national origin, sexual orientation, disability, gender identity, protected veteran status, or other protected classes.
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