Apptad ยท 1 day ago
Senior Data Scientist- W2 Only
Apptad is seeking a Senior Data Scientist with expertise in automated testing and modern observability tools. The role involves implementing and enforcing a testing-heavy posture in development, utilizing various stacks and tools to ensure quality and efficiency in the data science process.
Responsibilities
Stack is GitHub (must be comfortable w/Actions!), Azure DevOps, dbx
Must have good familiarity w/automated testing (Playwright for e2e, some Python testing, frameworks like TDD/BDD
We don't need a test engineer, we need however someone who can run, implement and enforce a testing heavy posture and by that, I mean automated testing for development, not conformance and sign off/V&V), and needs to know modern o11y: OTel + MLFlow is a minimum, Jaeger is a plus
Familiarity with other o11y stacks is acceptable, even if it's Honeycomb
Enough Docker to be dangerous and knowing how API gateways work for LLMs is a plus
Can go on Vercel and build some toy app (Vercel's AI Gateway is a Kong gateway like client's, just white labelled)
Qualification
Required
GitHub (must be comfortable w/Actions!)
Azure DevOps
dbx (Playwright for e2e, some Python testing, frameworks like TDD/BDD)
Good familiarity w/automated testing (Playwright for e2e, some Python testing, frameworks like TDD/BDD)
Ability to run, implement and enforce a testing heavy posture with automated testing for development
Knowledge of modern o11y: OTel + MLFlow
Familiarity with Jaeger is a plus
Familiarity with other o11y stacks is acceptable, even if it's Honeycomb
Enough Docker to be dangerous
Knowledge of how API gateways work for LLMs
Ability to go on Vercel and build some toy app