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Senior Principal Data Scientist, AEC

Remote · South Africa Full-time

Job Description:

  • Design and implement predictive models to analyze and anticipate user behavior
  • Define and establish data instrumentation, telemetry, and observability standards
  • Develop frameworks and prototypes for analyzing and optimizing user experiences driven by AI agents
  • Collaborate with product and engineering teams
  • Create analytical models and reporting frameworks
  • Guide experimentation strategies, including A/B testing
  • Provide technical leadership and recommendations on data architecture and system scalability
  • Translate ambiguous product questions into structured analytical programs.

Requirements:

  • 10+ years in data science or applied ML
  • significant time in product analytics or user behavior modeling
  • demonstrated ability to conduct applied research
  • stay at the forefront of emerging AI technologies (LLMs, agentic systems, MCP, tool-use frameworks, RAG architectures)
  • familiarity with modern AI evaluation approaches for AI-powered and agentic systems
  • deep experience with predictive modeling — classification, survival analysis, sequence models, or LTV/propensity frameworks
  • fluency in designing instrumentation and event schemas for complex, stateful systems
  • demonstrated ability to define metrics and measurement frameworks for new product spaces
  • experience working on or adjacent to AI/ML-powered products
  • strong communicator who can translate modeling work into product and business language at the executive level.

Benefits:

  • annual cash bonuses
  • commissions for sales roles
  • stock grants
  • comprehensive benefits package

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