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Data Architect
hace 50 minutos
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
