Versant
Media
SeniorMLEngineerAIPlatform
“Senior ML Engineer-AI Platform at Versant. Skills: ML Engineering, AI Platform, LLMs, Production ML. Design ML systems. Build ML systems”
Industry & Context.
Solve complex technical problems; Moderate ambiguity
In-person interview
What They're Looking For.
Must Have
Bachelor's degree in Computer Science, 8 years of experience in software engineering, Experience building and operating production ML systems, Proficiency in Python, TypeScript, or Java
Nice to Have
Genuine interest in investing, Interest in public markets, Interest in fundamental business analysis
What You'll Do.
Design AI platform components
Build AI platform components
Operate AI platform components
Operate LLM workflows
Design infrastructure
Operate infrastructure
Design production ML systems
Build production ML systems
Operate production ML systems
Operate LLM workflows
Design supporting infrastructure
Build supporting infrastructure
Operate supporting infrastructure
Design data pipelines
Operate data pipelines
Design training workflows
Build training workflows
Operate training workflows
Contribute to architectural decisions
Contribute to technical standards
Solve complex technical problems
Participate in code reviews
Participate in incident retrospectives
Improve system quality
Improve system reliability
Support team's technical growth
Identify risks in AI systems
Mitigate risks in AI systems
Use model lifecycle management
Improve model lifecycle management
Use monitoring frameworks
Improve monitoring frameworks
Use evaluation frameworks
Improve evaluation frameworks
How You'll Work.
Team & Collaboration
Small team; High ownership; Fast execution; Room to experiment; High-caliber team; High degree of ownership; High degree of autonomy; Senior leadership; Highly collaborative environment; Low-bureaucracy environment
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