Tata Consultancy Services

AI/ML Engineer

Tata Consultancy Services • $95K — $105K *
Information Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • 5+ years of experience in cognitive linguistics or related field
  • Strong understanding of natural language understanding (NLU)
  • Experience with machine learning model training and datasets
  • Familiarity with conversation design across web, mobile, and voice applications
  • Proficient in data analysis and performance metrics monitoring

Responsibilities

  • Analyze and map intent portfolios for NLU across various domains
  • Create and curate datasets for intent classification and speech recognition
  • Develop tools to measure and enhance model accuracy and performance
  • Design strategies for disambiguation and error handling within the virtual assistant
  • Monitor and evaluate conversation effectiveness in the application
  • Collaborate with multidisciplinary teams to enhance virtual assistant capabilities

Benefits

  • Opportunities for professional growth and skill development
  • Collaborative work environment with diverse teams
  • Access to cutting-edge technologies in AI and linguistics
  • Flexible work arrangements
  • Support for continued education and training
Full Job Description
Description:

Cognitive Linguist will be responsible for building business process networks using a virtual assistant technology that integrate into other systems with a focus on user experience.

Key Responsibilities
• Understand the intent portfolio for NLU across domains (e.g., technology, human resources) and how it maps to conversation design for web, mobile, and voice channels.
• Identify and build appropriate datasets to train and test machine learning models for intent classification and speech recognition.
• Develop tools and telemetry that can measure/monitor accuracy and performance and update the models accordingly throughout development lifecycle.
• Develop disambiguating and error handling strategies as the virtual assistant scales.
• Monitor conversations in the application to identify underperforming content and develop solutions to improve the performance.
• Collaborate with data scientists, product owners, UX researchers, and engineers to build out the brain of the virtual assistant.

Salary Range: $95,000 - $105,000 a year

About Tata Consultancy Services

Tata Consultancy Services (TCS) is an Indian multinational information technology (IT) services and consulting company, headquartered in Mumbai, Maharashtra, India. It is a subsidiary of Tata Group and operates in 149 locations across 46 countries. TCS is the largest Indian company by market capitalization and is ranked 11th on the Forbes Global 2000 list of the world's biggest public companies. TCS is also the second-largest IT services company in the world by revenue and the largest employer of women in India. The company provides services in areas including IT, consulting, and business solutions.
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