PODS is looking to scale a modern data & AI stack to drive revenue growth, improve customer satisfaction, and optimize resource utilization
Requirements
- 4+ years in data/ML engineering building production‑grade pipelines with Python and SQL
- Strong hands‑on with Snowflake/Snowpark and Databricks; comfort with Tasks & Streams for orchestration
- 2+ years of experience optimizing models: batch jobs and/or real‑time APIs, containerized services, CI/CD, and monitoring
- Solid understanding of data modeling and governance/lineage practices expected by ED&A
- Familiarity with LLMOps patterns for generative AI applications
- Experience with NLP, call center data, and voice analytics
- Exposure to feature stores, model registries, canary/shadow deploys, and A/B testing frameworks
Responsibilities
- Design, build, and operate feature pipelines that transform curated datasets into reusable, governed feature tables in Snowflake
- Productionize ML models (batch and real‑time) with reliable inference jobs/APIs, SLAs, and observability
- Setup processes in Databricks and Snowflake/Snowpark to schedule, monitor, and auto‑heal training/inference pipelines
- Collaborate with our Enterprise Data & Analytics (ED&A) team centered on replicating operational data into Snowflake, enriching it into governed, reusable models/feature tables, and enabling advanced analytics & ML
- Implement MLOps/LLMOps: experiment tracking, reproducible training, model/asset registry, safe rollout, and automated retraining triggers
- Enforce data governance & security policies and contribute metadata, lineage, and definitions to the ED&A catalog
- Optimize cost/performance across Snowflake/Snowpark and Databricks
Other
- Bachelor’s or Master’s in CS, Data/ML, or related field (or equivalent experience)
- DELIVER QUALITY RESULTS: Able to deliver top quality service to all customers (internal and external)
- TAKE INITIATIVE: Able to exhibit tendencies to be self-starting and not wait for signals
- BE INNOVATIVE / CREATIVE: Able to examine the status quo and consistently look for better ways of doing things
- BE PROFESSIONAL: Able to project a positive, professional image with both internal and external business contacts
