What are the responsibilities and job description for the Lead ML Ops Engineer!! position at TekIntegral?
Job type: hybrid
Lead ML Ops Engineer!
Irving Texas
Required
Lead ML Ops Engineer!
Irving Texas
Required
- Python & SQL for scripting & programming
- Knowledge of ML & Ops Engineering
- Open source (but they use Python on Azure Kubernetes)
- ML Ops
- Kubernetes
- Public Cloud
- 6 years of experience in analytics domains, and deep understanding of ML operationalization and lifecycle management.
- 5 years of deploying and monitoring analytical assets in batch/real-time business processes.
- 5 years of SQL & Python programming experience leveraging strong software development principles.
- Experience in designing and developing AI applications and systems.
- Experience with real-time and streaming technology (i.e. Azure Event Hubs, Azure Functions, Pub/Sub, Kafka, Spark Streaming etc.)
- Experience with REST API/Microservice development using Python/Java.
- Experience with deployment/scaling of apps on containerized environment (AKS and/or GKE)
- Experience with Snowflake/BigQuery, Google Dataproc/Databricks or any big data frameworks on Spark
- Experience with RDBMS and NoSQL Databases and hands-on query tuning/optimization.
- Hands on experience in building solutions using cloud native services (Azure, GCP preferred)
- Understanding of DevOps, Infrastructure as Code, automation for self service
