The Role
Develop and deploy algorithms for fish farms, manage data infrastructure, and build statistical models for fish health and weight.
Summary Generated by Built In
Aquabyte is seeking a Data Scientist to help develop and deploy new algorithms to fish farms across the world. You’ll be responsible for software and machine learning model development of our on-camera and cloud software.
Hybrid Role (Bay Area Candidates Only):
This is a hybrid position, and we are seeking candidates who reside in the Bay Area and can commute to our San Francisco office twice a week on Tuesdays and Wednesdays. The ideal candidate will excel in both in-person collaboration and a flexible work setting.
Our mission
Aquabyte is on a mission to revolutionize the sustainability and efficiency of aquaculture. It is an audacious, and incredibly rewarding mission. By making fish farming more efficient and viable, we aim to promote healthy (for the fish and environment) production of low carbon protein and mitigate one of the biggest causes of climate change. Aquaculture is the single fastest growing food-production sector in the world, and now is the time to define how technology is used to harvest the sea and preserve it for generations to come.
We are a diverse, mission-driven team that is eager to work alongside kindred spirits. If this vision inspires you please get in touch.
Our product
We are currently focused on helping salmon farmers better understand their fish population and make environmentally sound decisions. Through custom underwater cameras, computer vision, and machine learning we are able to quantify fish weights, detect the health status, and generate optimal feeding plans in real time. Our product operates at three levels: on-site hardware for image capture, cloud pipelines for data processing, and a user-facing web application. As a result, there are hundreds of moving pieces and no shortage of fascinating challenges across all levels of the stack.
Above all, Aquabyte is a customer-driven company. Our product development is dictated by the needs of fish farmers and we prioritize customer delight in everything we do. We are committed to building a global, collaborative team.
The role
As a Data Scientist you will be responsible for interacting and managing databases and data infrastructure. Conducting in-depth data analytics and building statistical data inference models of biological processes. This role is on the AI team where we focus on developing so on understanding the weight and health of individual fish and fish populations. You will work closely alongside engineers with years of industry and academic experience.
Qualifications
- BS/MS in relevant technical degree
- 3+ years of experience with data-science
- Strong coding ability; strong grasp of Python, SQL
- Strong database management skills
- Strong software engineering skills; knowledge of best practices, testing, and deployment
- Strong data analytics & modeling skills
Bonus Qualifications
- Familiarity with; snowflake, dbt, airflow, pandas
- Experience with Docker and cloud SW development (i.e. AWS)
Benefits
- Competitive salaries and generous equity
- Unlimited vacation policy
- Flexible working hours + hybrid work policy
- Medical, vision, & dental insurance
- Retirement matching plan
- Potential travel to Norway
- Evolve in a fast-paced environment
- Be able to shape a business in its early days
- Get ideas, feedback, and suggestions from other best-in-their-field colleagues
- Mentorship opportunities, we'll be dedicated to investing in you and supporting you as you grow
Aquabyte is a private company headquartered in San Francisco, and is supported by NEA, Costanoa Ventures, and many other respected investors.
At Aquabyte, we admire interesting people with a unique background. We strongly encourage you to apply even if you don’t satisfy all the requirements, and we will get back to you as soon as possible!
Top Skills
Airflow
AWS
Dbt
Docker
Pandas
Python
Snowflake
SQL
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The Company
What We Do
Aquabyte is one of the few companies applying machine learning / computer vision to directly solve the world’s food sustainability issues.
Fish farming is the #1 fastest growing sector of food production - a $180B worldwide industry. By improving fish farm efficiency, we help close the world’s impending protein deficit.
We work on very challenging distributed image processing and machine learning problems, and our work has direct relevance on the world’s food chain. Come join us!
