Accuracy Performance Engineer

Abu Dhabi, Abu Dhabi, United Arab Emirates

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Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Sleep Technology, Wearable Technology, Health and Wellness, Consumer ElectronicsIndustries

Requirements

Candidates must possess a BSc in Electrical, Computer, or Information Engineering with a strong signal-processing background. Proficiency in Python, including libraries like pandas and NumPy, is essential, as is familiarity with time-series sensor data, signal statistics, and anomaly-detection techniques. A working knowledge of AWS services such as S3 and EC2, along with SQL, is required. Experience deploying dashboards or data applications using tools like Grafana, Kibana, Dash, or Streamlit is also necessary.

Responsibilities

The Accuracy Performance Engineer will fine-tune and suggest improvements for ML models based on observed field discrepancies and failures. They will build tools to proactively identify and flag devices with sensor issues, monitor and visualize aggregate field sensor data and model predictions, and investigate inbound customer tickets with the goal of reducing their volume to near zero. This role also involves conducting root-cause analysis, sharing structured summaries with ML and Sensor teams, and contributing to post-mortems, preventive tests, and documentation of edge-case behavior.

Skills

performance testing

accuracy

hardware

software

data analysis

quality assurance

Eight Sleep

Personalized temperature control for better sleep

About Eight Sleep

Eight Sleep focuses on enhancing sleep quality through its main product, The Pod, which is a bed accessory that allows users to control the temperature on each side of the bed. This temperature can be adjusted between 55°F and 110°F, catering to individual preferences for a more comfortable sleep experience. The Pod also tracks sleep patterns and provides health insights, helping users understand their sleep quality and trends. It includes features like a gentle vibration and thermal alarm for waking up. Eight Sleep differentiates itself from competitors by offering a direct-to-consumer sales model with flexible payment options and a risk-free 30-night trial, making it easier for customers to try their product. The company's goal is to improve sleep quality and overall wellness for its users.

New York City, New YorkHeadquarters

2014Year Founded

$157.6MTotal Funding

SERIES_CCompany Stage

Consumer Software, Healthcare, Consumer GoodsIndustries

51-200Employees