Openreqstaffing
Perception Engineer
USA
Sponsorship not specified$115k-$150kDetected 144 days ago
PythonAlgorithmsSQLSnowflakeAWSDockerMachine LearningDeep LearningAirflowdbtComputer VisionRoboticsElectrical EngineeringSignal ProcessingSensors
About the role
- While our current product utilizes underwater cameras and computer vision to quantify fish health and growth, we are expanding our sensor suite to create a comprehensive understanding of the underwater environment.
Responsibilities
- Design and implement algorithms to process raw sensor data, correcting for environmental attenuation, noise, and physical constraints
- Develop techniques to fuse multi-modal sensor streams and perform precise sensor calibration to ensure data alignment and accuracy across the hardware stack 3D
- Build pipelines that generate 3D representations of the environment from complex inputs
- As a Perception Engineer you will help develop and deploy next-generation sensing capabilities to fish farms across the world.
Requirements
- 3+ years of experience in perception or signal processing
Nice to have
- Experience processing underwater acoustics or sonar data Familiarity with cloud data infrastructure (e.g., Snowflake, dbt, Airflow) Experience with containerization (Docker) and cloud development (AWS).
- 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!
Compensation
- $115,000 - $150,000 a year Aquabyte takes a market-based approach to salary and equity.
- The pay varies on a variety of factors including: job-related qualification, years of experience and competence level, interview performance, and work location.
- 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!
Benefits
- If this vision inspires you please get in touch.
- 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.
- Demonstrated experience with sensor fusion, state estimation, or 3D computer vision (e.g., SLAM, structure-from-motion, or point cloud processing)
- Apply a combination of conventional and deep learning approaches to identify key features and objects within the sensor data
Company info
- 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.
- Our product We are currently focused on helping salmon farmers better understand their fish population and make environmentally sound decisions.
- 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.
- on-site hardware for image capture, cloud pipelines for data processing, and a user-facing web application.
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