Jobs

    Lead Data Scientist - Bangalore, India - Zyoin group

    Zyoin group
    Zyoin group Bangalore, India

    2 days ago

    Default job background
    permanent Engineering / Architecture
    Description

    Responsibilities :

    • Develop and deploy scalable deep learning models to improve the search experience of Target guests.
    • Architect and implement largescale AI systems using testdriven development practices.
    • Build NLP technology for query and document analysis, processing, and understanding.
    • Create data pipelines for feature/label extraction and generation.
    • Conduct data analysis to identify opportunities and improve models.
    • Research to advance stateoftheart machine learning and NLP technologies.
    • Contributing to the operations/building of AI pipelines.
    • Adopting Target's infrastructural platforms and operationalizing tools and systems around them.
    • Mentor and partner with other engineers to develop software that meets business needs.
    • Follow agile methodology for software development and technical documentation.
    • Innovate constantly and keep systems up to date with current technologies.

    Requirements :

    • MS or Ph.
    D. degree in Computer Science, Electrical Engineering, Mathematics, or a related field.

    • Research or industrial experiences in relevant fields, such as information retrieval, machine learning, NLP, or recommendation systems.
    • 8+ years of experience in deploying machine learning algorithms into production environments.
    • Proficient in Python or Java with Strong coding and problemsolving skills.
    • Solid modeling skills in Python.
    • Good understanding of search indexing, retrieval, and ranking.
    • Extensive experience in implementing and integrating ML models in production with high traffic.
    • Experience querying large databases with SQL, HQL, or some variations.
    • Experience with Semantic Search is a plus.
    • Experience in Tuning LLMs is a plus.
    • Proven track record of achieving significant engineering or academic results.
    • Excellent interpersonal and communication skills to work with global teams

    Bonus Points :

    • Proven track record of achieving significant engineering (applied ML) or academic research.
    • Experience with vector DBs and LLMs, RAG.
    )
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