Senior ML&Computational Linguist, NLU (Natural Language Understanding) Developer

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Job updated 3 days ago

Job Description

Responsibility:

  1. Improve the quality of semantic analysis, classification, information structure, natural language understanding and generation.
  2. Work on projects that involve multiple products, teams and disciplines, either focusing on producing specific product components or answering specific research questions.
  3. Specialize in natural language processing and understanding, phonetics, phonology, grammar, semantics, ontology, program management, anthropological research, experimental design, statistics, corpus linguistics, large-scale data collection or any combination.
  4. Collaborate with NLU/machine intelligence teams to develop grammars and data to improve our understanding and generation of natural language, focusing on one or more languages in which they have particular expertise, and propose directions and solutions.
  5. Provide linguistic expertise and guidance for language-specific NLP and/or conversational analysis/modeling.
  6. Train and/or evaluate NLP or conversational systems, identify errors/regressions and propose solutions.
  7. Propose and conduct research experiments focused on language phenomena.
  8. Monitor data collection and management; design quality control methods, experiments, implement and improve them.

Requirements

Requirements:

  1. Bachelor's degree or above in linguistics or computational linguistics, or equivalent practical experience.
  2. Experience with Python or other programming languages, as well as experience developing scripting languages in a Linux environment.
  3. Experience developing projects from concept to completion, and familiar with international vendor collaboration models, with experience developing contextual grammars for NLU applications.
  4. Familiarity with open source communities and contributions.


Preferred qualifications:

  1. Creative thinkers with problem-solving, analytical and communication skills.
  2. Independent workers who can operate flexibly and effectively in a fast-paced, ever-changing team environment.
  3. Team collaborators with excellent interpersonal and solution-oriented attitudes.
  4. Familiarity with experimental design, research methods, qualitative and quantitative analysis.
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3
3 years of experience required
70,000 ~ 150,000 TWD / month
Managing staff numbers: not specified
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Logo of Aiello Inc. 犀動智能.
Aiello Inc. 犀動智能
Artificial Intelligence / Machine Learning
51 - 200 people

About us

Company Snapshot: Welcome to Aiello Inc.! 🚀

At Aiello Inc., we're not just another tech startup – we're a dynamic force in the world of technology, pioneering the future of conversational AI voice services. Powered by cutting-edge machine learning (ML) models designed for natural language understanding (NLU), our offerings span from Omni-channel customer communication integration to adaptable and continuously optimized commercial NLU modules. We convert unstructured enterprise data into structured brilliance, assist in building business data analysis backends, create industry knowledge graphs, and conduct proprietary ASR optimization training.

Imagine a world where businesses seamlessly communicate, adapt, and optimize using our state-of-the-art Conversational AI modules.

Impact on the Industry:

Conversational AI isn't just a buzzword; it's a revolution transforming finance, retail, customer service, travel, and healthcare.

Over the past three years, the market has witnessed explosive growth, reaching $5.1 billion. Aiello Inc. stands at the forefront, with projections anticipating the market to skyrocket to $46.29 billion by 2028 (Data Bridge). Investors are nodding in approval, and Headline Asia recognizes us as a Top 5 Startup in the #Sound Industry (Japan and Taiwan edition).

Meet the A-Team:

Our dream team comprises global rockstars from Google, Qualcomm, MediaTek, and more. Originating in Taipei, we've spread our wings to Tokyo, Bangkok, and beyond. we're on a mission to turbocharge industries, break into the Asian scene, offer multilingual solutions, and conquer markets in Japan and Southeast Asia. Ready to join the international AI party with us?

The Aiello Essence: Where Vibe Meets Mindset

"Work hard, play hard" isn't just a motto; it's our way of life. Our team of tech enthusiasts values sharing AI tech knowledge, embracing change, and savoring those 'aha' moments. Aiello Inc. is on the lookout for passionate individuals ready to embark on an entrepreneurial journey and create the next big thing.

Guided by Aiello Principles - Our Collective Mindset:

  • Positive and Pursuing Excellence
  • Focus on Important and Right Things
  • Courage to Try and Embrace Change
  • Willingness to Share
  • Work Hard, Play Hard

Discover our super DNA – Be an Aielloer:

  • Business Focus: Aim for business bullseyes.
  • Problem-Solving and Decision Making: Troubleshoot like a boss.
  • Teamwork and Collaboration: Working seamlessly within a team.
  • Managing Through Change and Uncertainty: Thrive in chaos as change champions.
  • Dynamic Learning Mindset: Become a Learning Ninja, mastering the art of continuous learning.


Our Stellar Approach – The Aiello Way:

  • Worldwide Wizardry: Think global, act international.
  • Quality Crusaders: Set the gold standard.
  • Open-Door Magic: Our secret sauce? Openness!
  • Work + Fun Equation: Where challenge meets fun.
  • Innovation Incubator: A breeding ground for game-changers.

Team

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