4 months ago
Prague, CzechiaSenior
Responsibilities
- Build end-to-end distributed agentic AI solutions that are reliable and scalable.
- Own complex features and subsystems from design through deployment and operation.
- Develop retrieval, reranking, RAG, model integration, and evaluation capabilities for AI-powered equity research products.
- Collaborate cross-functionally to integrate AI capabilities into products and data pipelines.
- Contribute to architecture, technical standards, and system design decisions for AI systems.
- Maintain observability and operational health, including cost metrics, quality monitoring, drift detection, alignment, alerting, and incident response.
- Identify and mitigate AI-system risks such as performance regressions, bias, and operational issues.
- Use and improve model lifecycle management, monitoring, and evaluation frameworks.
- Support the team’s technical growth.
Requirements
- Bachelor’s degree in Computer Science or equivalent practical experience.
- At least 5 years of experience designing, building, and maintaining software systems.
- Strong backend expertise in at least one strongly typed language, preferably TypeScript.
- Solid understanding of cloud computing primitives, especially AWS.
- Strong understanding of agentic AI concepts including tool use, function calling, state machines or graphs, retrieval and reranking, structured outputs, memory, guardrails, and evaluation.
- Experience developing and deploying agentic workflows with frameworks such as LangChain, Mastra, or LangGraph.
- Experience contributing to system design and technical decision-making.
- Experience shipping and operating multiple GenAI or LLM-powered systems in production.
- Hands-on experience debugging scaled LLM systems and participating in incident response.
- Experience building RAG pipelines with embeddings and vector databases.
- Familiarity with fine-tuning or adapting models for specific tasks.
- Experience implementing evaluation pipelines, including human-in-the-loop workflows.
- Experience building or maintaining production evaluation suites for agentic systems.
- Genuine interest in investing, public markets, and fundamental business analysis.
Benefits
- Employment is handled locally through Remote Technology Czech S.R.O., an Employer of Record responsible for payroll, statutory benefits, and compliance with Czech employment legislation.
- The role is part of a small, high-ownership team with direct access to senior leadership, experienced market professionals, analysts, and investors.
- External candidates may be required to attend an in-person interview at a VERSANT Media location before a hiring decision.
Tech Stack
Categories
About Versant
Versant is a Milwaukee-based, privately held branding and marketing services firm that helps employers and consumer brands with strategy, research, and creative execution. Its offerings include brand development, video production, employer branding, internal communications, and recruitment marketing, delivered on a project or retainer basis. Founded in 1962, the company supports organizations seeking to clarify their brand and improve talent and customer communications.