The Algorithm Engineer will develop data quality rules, monitor data anomalies, optimize pricing thresholds, and support algorithm changes.
Goals:
1. Ensure input data quality.
2. Design and build a data early warning system.
3. Monitor and optimize pricing related thresholds.
4. Support pricing algorithm changes.
What you will do:
1. Develop data quality rules to monitor data inputs for anomalous data.
2. Develop rules to monitor data drift and optimize thresholds.
3. Set up alerts for the data quality rules.
4. In-depth data investigation for any incidents.
5. Propose and develop pricing algorithm changes as needed.
What we are looking for:
1. Bachelor or Masters in Computer Science Engineering or related fields.
2. 2 to 3+ years in development using Python.
3. Working proficiency with Python, SQL, and/or Java.
4. Experience in using statistical concepts to identify anomalies.
5. Experience with cache databases (E.g. Redis, MongoDB).Experience with job schedulers (E.g. Airflow).
6. Familiar with message queue systems (E.g. Kafka, Pub/Sub).Familiar with Kubernetes.
7. Proficiency in English.
Nice to have:
1. Experience in using Cloud service (GCP, AWS, or Azure).
2. Experience with Quality Assurance is desirable.
3. Experience with Recommendation Systems is a plus.
4. Knowledge of the cryptocurrency ecosystem and on-chain data is a plus.
Top Skills
Airflow
AWS
Azure
GCP
Java
Kafka
Kubernetes
MongoDB
Pub/Sub
Python
Redis
SQL
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