Data Architect

hace 4 días


Desde casa, México Epik Solutions Mexico A tiempo completo

Role: Data Architect (with Experience using Snowflake)

Location: Mexico - Remote

Rate $30/hr

Job Description:

  • Develop and automate evaluation frameworks to benchmark Gemini and other LLMs across accuracy, grounding, hallucination rate, latency, and contextual coherence.
  • Design, run, and analyze controlled experiments (A/B testing, prompt variations) to measure the performance impact of prompt tuning and parameter adjustments
  • Use Python (Pandas, NumPy, SciPy) to clean, transform, and analyze datasets; apply statistical testing, regression, and hypothesis validation for model comparisons.
  • Proficiency in Google Colab, Jupyter, Gemini CLI, Vertex AI, and AI Studio for running reproducible experiments and maintaining model evaluation pipelines.
  • Build dashboards and visual reports (Matplotlib, Plotly, Looker Studio) to communicate insights and performance trends effectively to stakeholders.
  • Work closely with ML engineers, architects, and AI product teams to interpret results, refine prompts, and guide model retraining strategies.
  • Maintain clear experiment logs, reproducible notebooks, and result repositories for internal validation and audit.
  • Ph.D. (preferred) or Master's in Computer Science, Data Science, ML, or Applied Mathematics with 6–10 years of relevant experience.
  • Hands-on exposure to LLM evaluation, NLP benchmarking, or AI experimentation is essential.
  • Experience with Gemini models strongly preferred.
  • Familiarity with RAG frameworks, evaluation agents, or LLMOps;
  • exposure to GCP ecosystem (Vertex AI, BigQuery, AI Studio).
  • Strong research and analytical mindset with clear communication of technical findings

Tipo de puesto: Tiempo completo

Sueldo: $80, $90,000.00 al mes

Experiencia:

  • Snowflake: 1 año (Obligatorio)
  • Vertex AI : 1 año (Deseable)
  • Gemini : 1 año (Deseable)

Idioma:

  • Inglés Avanzado (Obligatorio)

Lugar de trabajo: Empleo remoto


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