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Director of Data & Machine Learning - Jersey City New Jersey
Company: Oishii Mega Farm, LLC Location: Jersey City, New Jersey
Posted On: 05/08/2025
Job DetailsLevel: ManagementJob Location: Oishii Farm Corporation 101 - Jersey City, NJPosition Type: Full TimeSalary Range: UndisclosedTravel Percentage: NoneJob Shift: DayJob Category: EngineeringDescriptionDirector of Data & Machine LearningWe grow the world's BEST Strawberries and that wouldn't be possible without our incredible engineers!As part of our Engineering Team, our Director of Data & Machine Learning drives some of the most cutting-edge engineering projects Oishii has to offer.We are developing advanced farm systems that leverage robotic harvesting, artificial intelligence, forecasting, and automation technologies to grow and harvest the world's best strawberries. We are studying every aspect of strawberry production and finding ways to beat the status quo.On the plant science front we are creating smarter farms that can automatically harvest fruit, measure and analyze plant health, monitor environmental conditions, fine-tune nutrient levels, understand and control the micro-organism ecosystems, and much more.What you'll be responsible for: - Oversee Oishii's current machine learning approach and strategy and continue building a world-class AI pipeline. Specific focus on harvesting automation edge models and plant yield forecasting.
- Deliver amazing data products, developing creative solutions while leveraging our extensive data lake and data collection capabilities.
- Build machine learning infrastructure and models (e.g. recommendation engines, statistical models, NLP engines) that drive activity on our platform, scale our business, and enhance the farm and user experiences.
- Work closely with business and technical teams to gather, analyze, and understand business requirements, translate activities and objectives into analytical models and algorithm codes for application in production scale environment.
- Perform analysis on existing data and suggest and implement new potential data sets (leveraging our automated collection) to identify and develop innovative advanced analytics opportunities.
- Manage, mentor, and develop a data and machine learning team.
- Provide technical guidance and mentorship, train and mentor junior colleagues on other teams.
- Work with multi-functional teams to access data elements, understand the data being analyzed, and identify improvement opportunities for data ingestion process.
- Facilitate and identify repeatable testing strategies for measuring results produced by analytics models.
- Communicate complex machine learning ideas, designs, and processes to both technical and non-technical stakeholders.
- Provide vision and solutions regarding data storage and optimization.
- Own all phases of the data lifecycle (exploratory data analysis, model development, model productionizing, rollout, and evaluation).QualificationsWho will love this job: Individuals who identify with our Core Values and exhibit skills within those values will thrive at Oishii.
- One Team, One Fight!
- Ability to quickly shift priorities to meet deadlines and effectively communicate, both verbally and in writing, clearly, concisely and with purpose with technical and non-technical business partners.
- Ability to work cross-functionally at all levels and collaborate at various levels of the organization.
- Focus
- Ability to remove obstacles in order to prioritize which could include problem-solving, working through ambiguity and using fact-based or sound judgment.
- GSD (Get Sh** Done!)
- Capable of prioritizing tasks and always considering the resources available when doing so.
- Track record of delivering engineering solutions on time, on budget, and in accordance with project requirements.
- A bias for action! Ability to hold yourself accountable and take ownership of driving results that impact company outcomes.What we look for in a Director of Data & Machine Learning:
- Bachelor's or Master's Degree in Computer Science, Data Science, Analytical Sciences (biology, ecology, etc.), Statistics, or related field.
- 7+ years experience in a similar engineering leadership role, with at least 3 years leading a team hands-on.
- 3+ years of experience in data science, data engineering, machine learning, and API-based solution architecture. Experience with Tensorflow, pytorch, ONNX a plus!
- 2+ years of hands-on experience in architecting, developing and implementing advanced analytics models and machine learning algorithms for scalable production environments.
- Highly proficient skills in statistical languages (e.g. Python/R) and querying languages (e.g. SQL).
- Demonstrated track record of leading the delivery of successful and innovative machine learning products, working independently and with key stakeholders.
- Expert level understanding of core ML/Statistics/CS principles.
- Experience with AWS preferred.
- Front end web knowledge is a plus.
- Startup experience is a major plus!
- We have 2 locations in NJ; Jersey City & Philipsburg, NJ. This role may be remote or hybrid depending on the candidate location.Perks at Oishii:
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