Data Analyst / Computational Linguist

Omilia

• $80K — $95K *
US-AnywhereRemote in United States
Information Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • Degree in Computational Linguistics, Data Science, Computer Science, or related field, or equivalent experience.
  • At least 1 year of experience in data analysis or NLP.
  • Proficient in SQL and visualization tools for data querying and dashboard creation.
  • Experience with complex datasets for actionable insights and business decision-making.
  • Excellent command of spoken and written English.
  • Strong communication skills for presenting findings to technical and business audiences.
  • Ability to meet demanding deadlines.

Responsibilities

  • Write SQL queries and build reports and dashboards to track KPIs.
  • Analyze production data to identify optimization opportunities.
  • Review real drive-thru dialogs to spot error patterns and propose improvements.
  • Implement and test semantic models and conversation flows using machine learning and rule-based techniques.
  • Enhance NLU models and conversation flows based on insights from data analysis.

Benefits

  • Competitive compensation.
  • Long-term employment with vacation days.
  • Opportunities for professional development through courses and training.
  • Involvement in cutting-edge technology products with global impact.
  • Collaborative and enjoyable work environment with skilled colleagues.
  • Provision of Apple gear.
Full Job Description
This role sits between data analytics and computational linguistics. You'll help improve Omilia's Drive-Thru Voice AI, a production system that takes orders across thousands of Quick Serve Restaurants. You'll track system performance, you'll perform analyses on production data, and you'll turn your insights into fixes and enhancements to the NLU models, the conversation flows and the LLM behavior.

Accountabilities

The role spans three areas. The balance between them will shift with project needs.
  • Data & analytics: write SQL queries, build reports and dashboards, track KPIs, run analyses, and identify optimization opportunities.
  • Conversation analysis: review real drive-thru dialogs, spot error patterns and propose actionable improvements for accuracy and user experience.
  • NLU and Conversation Flow: implement and thoroughly test the semantic models and the conversation flow, using both machine learning and rule-based techniques, as well as LLMs.

Requirements
  • Degree in Computational Linguistics, Data Science, Computer Science or a related field, or equivalent experience.
  • At least 1 year of experience in data analysis or NLP.
  • Experience with SQL and visualization tools for data querying, visualization, and dashboard creation.
  • Experience working with complex datasets to perform data analysis, extract actionable insights, and drive business decision-making.
  • Excellent command of spoken and written English.
  • Excellent communication skills; able to present findings clearly to technical and business audiences.
  • Accountable within demanding deadlines.


Nice to have:
  • Experience with dialog systems either voice or chat based. Experience in any other production-level NLU/NLP/Agentic solutions will also be considered a plus.
  • Knowledge of Spanish.

Benefits

  • Competitive compensation;
  • Long-term employment with the working days vacation;
  • Development in professional growth (courses, training, etc);
  • Being part of successful cutting-edge technology products that are making a global impact in the service industry;
  • Proficient and fun-to-work-with colleagues;
  • Apple gear

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