Technical Lead

HCL America Inc.
San Antonio, TX, United States
3 months ago
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Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Experience level
Expert
Compensation
$155,000.0
Working hours
Regular working hours
Job source

Tech stack

Data Analysis Data Cleansing Data Transformation Data Presentation Python (Programming Language) Machine Learning NumPy Tableau (Software) Tokenization Data Processing Scripting Large Language Models
+2 more
Pandas Natural Language Understanding

Job description

We are seeking a Conversational AI Data Analyst with a strong understanding of model performance metrics, ongoing monitoring, and model risk management. This role requires knowledge of NLU model performance measurement, LLM governance, and the reports and documentation needed to support model governance and risk management. The ideal candidate will have technical expertise in Python-based data analysis, model documentation, reporting, and Tableau-based visualization., Collect, clean, transform, and structure customer conversation scripts. Analyze conversational data by intent, entity, user segment, channel, fallback cases, and low-confidence predictions. Maintain and monitor intent classification machine Learning Models. Build python scripts to calculate model performance metrics and enhance and upgrade the model performance dashboards and reports. Document model performance metrics and prepare ongoing monitoring and periodic review materials for Model Risk Management.

Requirements

Strong Python skills for data manipulation using Pandas and NumPy. Experience with text preprocessing, data cleaning, tokenization, normalization, and data structuring. Working knowledge of ML models - specifically NLP/NLU/LLM concepts. Ability to create model governance documents and reports Other Requirements Strong analytical thinking, communication, and data storytelling skills.

Benefits & conditions

Minimum Salary (US): 61000

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