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    Machine Learning Engineer - Bengaluru, India - Avaamo

    Avaamo
    Avaamo Bengaluru, India

    4 days ago

    Default job background
    permanent Technology / Internet
    Description

    About Avaamo :

    • Avaamo is a deeplearning software company that specializes in conversational interfaces to solve specific, high impact problems in the enterprise.
    • Avaamo is building fundamental AI technology across a broad area of neural networks, speech synthesis and deep learning to make conversational computing for the enterprise a reality.
    • Avaamo AI scientists and engineers painstakingly built a fundamentally new platform that includes speech synthesis, speech recognition, multifaceted machine learning, neural networks and natural language understanding along with data categorization, NLU services, semantic search, while inventing a few technologies along the way and picking up 7 patents.
    • Avaamo's tightly integrated platform uniquely combines tooling, data, and enterprise connectors to ensure designers, data scientists, and developers can design and deploy complex conversational interfaces in weeks.

    Job Description:

    Function:
    Data Science and Analysis - Data Science / Machine Learning


    Information Retrieval :


    Avaamo is looking for engineers with strong analytical skills to build and grow various aspects of our search stack including search ranking models, query parsing/understanding, document understanding, query suggestions/autocomplete, natural language question answering, search engine evaluation methodologies, and search experimentation framework.

    This work requires a deep understanding of the needs and pain points of users and building, evaluating, and launching innovative solutions leveraging the latest LLM/ML/NLP/IR techniques.


    Responsibilities :

    • Build and grow various features of our search stack like search ranking models, query parsing/understanding, natural language question answering, etc.
    • Deeply understand search usage and user needs and identify gaps in the search stack.
    • Design, experiment with, and iterate on ML/NLP/IR solutions to address gaps in the search stack.
    • Design and evolve experimentation framework to help evaluate improvements in the search stack.
    • Write robust code that's easy to read, maintain, and test.
    • Mentor more junior engineers or learn from battletested ones.

    Requirements :

    • BS in computer science, or a related degree.
    • 5+ years of experience.
    • Strong analytical skills and ability to work with data.
    • Experience working in fields like recommendation systems, NLP, LLMs, applied machine learning, largescale production search/ranking systems, or other related systems.
    • Thrive in a customerfocused, tightknit, and crossfunctional environment being a team player and willing to take on whatever is most impactful for the company is a must.
    • A proactive and positive attitude to lead, learn, troubleshoot, and take ownership of both small tasks and large features.
    • Proven ability to design and build complex search/ranking/recommendation or other related systems.
    • Strong coding skills in Python.
    )
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