Data Reliability Engineer
11 hours ago
At WHOOP, we're on a mission to empower individuals to perform at their best. As an Observability Analyst, you'll play a crucial role in ensuring the reliability and accuracy of our data infrastructure, including customer-facing ML models.
Responsibilities:- Design and implement monitoring solutions to track data ingestion, processing, and ML model performance.
- Develop tools for analyzing data quality, enabling internal stakeholders to evaluate metrics, identify anomalies, and implement measures to address data integrity issues.
- Create alerting mechanisms to proactively detect and respond to data pipeline failures, latency issues, and anomalies.
- Collaborate with cross-functional teams to understand data pipelines, requirements, and use cases, and implement solutions to enhance data observability.
- Automate remediation processes to streamline data validation, error handling, and incident response procedures.
- Perform root cause analysis to investigate and troubleshoot data infrastructure issues, and implement preventive measures to minimize future occurrences.
- Stay current with industry trends and best practices in data observability, and incorporate relevant innovations into our data engineering processes.
- Bachelor's degree in Computer Science, Engineering, or a related field; Master's degree preferred.
- Proven experience working as a Data Analyst, Data Scientist, or a similar role with a focus on data observability and reliability.
- Strong proficiency in programming languages such as Python, Java, or Scala.
- Proficiency with SQL.
- Familiarity with data storage and processing technologies such as Snowflake, S3, Spark, Kafka, and relational databases.
- Proven understanding of ML Model lifecycles.
- Expertise in designing and implementing monitoring and alerting solutions using tools like HEX, Grafana, Datadog, or similar.
- Excellent analytical and problem-solving skills with a keen attention to detail.
- Strong communication and collaboration skills with the ability to work effectively in cross-functional teams.
- Experience with AWS cloud platform.
This role is based in the WHOOP office located in Boston, MA. The successful candidate must be prepared to relocate if necessary to work out of the Boston, MA office.
WHOOP is an Equal Opportunity Employer and participates in E-verify to determine employment eligibility. It is unlawful in Massachusetts to require or administer a lie detector test as a condition of employment or continued employment.
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