Senior Machine Learning Engineer／Engineering Dept.の求人

# Job Description We are seeking a Senior Machine Learning Engineer to join our dynamic team and lead the development of machine learning components for our innovative MRV and decarbonization platform. This role will be crucial in integrating advanced AI, satellite remote sensing, and comprehensive carbon footprint tracking to provide a holistic solution for agricultural enterprises, government agencies, and farmers. # Key Project Focus: Development of AI-driven systems for visualizing and managing Scope 3 Category 1 emissions for large agricultural enterprises Creation of machine learning models for yield estimation and soil health analysis using satellite data Implementation of advanced analytics and machine learning models for emission prediction and reduction recommendations Integration of data from various sources including satellite imagery, IoT devices, and local soil analysis facilities # Responsibilities: Lead the research, development, and implementation of machine learning systems for the MRV platform Identify and implement the most effective algorithms, refining models to achieve peak performance Assess and analyze the efficacy of models, recommending enhancements as needed Integrate machine learning models into production environments Work on complex data processing pipelines to handle satellite imagery and IoT data Collaborate with cross-functional teams to align ML development with user needs and regulatory requirements Mentor junior team members and contribute to the growth of the machine learning team # Our Tech Stack: Languages: Python, TypeScript Machine Learning: TensorFlow, PyTorch Cloud: AWS (EC2, EKS, S3, SageMaker, etc.) Version Control: Git, GitHub Project Management: JIRA Communication Tools: Slack, Notion # Why Join Sagri? At Sagri, you'll have the opportunity to leverage cutting-edge machine learning and satellite technology to combat climate change and revolutionize sustainable agriculture. You'll work on projects with significant social impact while tackling complex technical challenges in a fast-growing startup environment. Join us in our mission to create a more sustainable and resilient agricultural ecosystem for generations to come. Sagri is an equal opportunity employer and values diversity in all forms. We encourage candidates from all backgrounds to apply and help us cultivate a more inclusive and sustainable future.

◆Who We're Looking For: Individuals who resonate with Sagri's vision, mission, and values Passionate about solving societal issues through advanced machine learning techniques Highly motivated to learn new skills and value team communication Responsive to customer feedback and able to translate business needs into technical solutions Thrive in a fast-paced environment and embrace significant changes

◆Requirements: 5+ years of work experience as a Machine Learning Engineer or Data Scientist, with at least 2 years in a leadership role Strong proficiency in Python and experience with cloud platforms (AWS) Extensive experience with machine learning frameworks and data processing technologies Experience with satellite image processing and geospatial data analysis Knowledge of carbon accounting principles and environmental reporting standards Experience tech leading cross-team engineering efforts Strong software engineering practices including debugging/profiling, version control, and system design Excellent problem-solving skills and ability to work in a fast-paced, innovative environment For Tokyo-based positions: Business-level Japanese language proficiency (both written and spoken)

◆Preferred Qualifications: Experience with or understanding of satellite-based remote sensing and agriculture Knowledge of microservices architecture and experience with database systems (RDBMS/NoSQL) Familiarity with monitoring systems, logging, operations, and SLO/SLA concepts Experience working in AgriTech or environmental sustainability sectors

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