Proven expertise in machine learning model lifecycle
Proven expertise and experience in creating data pipelines using Python or R required for real time model inference
Proven expertise and experience in creating a microservice using Flask or FastAPI or R equivalent for a machine learning model. Experience with APIGEE a must.
Proven experience with Linux bash scripting, Python scripting or Groovy scripting
Proven experience with Docker, Kubernetes
Roles & Responsibilities
Proven experience with MPP databases like Teradata and reasonable experience with Hadoop ecosystem products like Hive, HDFS, HBASE etc.
Proven experience with streaming technologies like Kafka 8. Proven experience with CICD tools like Jenkins, Shell Scripting, Gitlab, GitHub, Gitlab Pages, Gitlab Documentation
Proven experience with logging, alerting, debugging, and monitoring tools like ELK, Kibana, Catchpoint, Prometheus and Splunk.