AI Product Analyst
New
Serbia, CET-overlapping hoursFull-TimeMiddle
Salary not disclosed
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Job Details
- Languages
- Russian, English
- Experience
- 3+ years
- Required Skills
- PythonSQLData AnalysisMachine LearningLLMLangChain
Requirements
- 3+ years of experience in analytical roles related to AI systems, ML products, automation platforms, or complex production systems
- Strong Python skills for deep analytical investigations and working with large-scale noisy text data
- Advanced SQL skills
- Understanding of LLM limitations, hallucinations, evaluation challenges, prompt sensitivity, model trade-offs, and AI failure modes
- Experience building monitoring systems, analytical frameworks, or operational dashboards for production systems
- Ability to work with incomplete, ambiguous, and rapidly changing data environments
- Strong ownership mindset and ability to independently drive investigations and analytical conclusions
- Ability to connect AI system quality with business and operational impact
- Fluent Russian; English level B2 or higher
- Ability to work CET-overlapping hours
Responsibilities
- Analyze production behavior of AI agents, automation systems, and LLM-powered workflows
- Investigate hallucinations, inconsistencies, failure modes, and quality degradation across automated user journeys
- Work directly with logs, conversations, raw system outputs, and operational datasets to identify hidden patterns and actionable insights
- Design evaluation approaches and analytical frameworks for measuring AI system quality and reliability
- Build monitoring systems and dashboards for AI performance visibility
- Identify operational and product risks introduced by automation
- Measure the impact of AI systems on business metrics, operational efficiency, and user experience
- Detect data quality issues, shifts, and anomalies affecting AI system performance
- Partner closely with Product, Engineering, QA, and Operations teams on AI-related initiatives
- Support rapid decision-making in fast-changing and ambiguous environments
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