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    Algorithm Engineer - San Jose, United States - Tik Tok

    Tik Tok
    Tik Tok San Jose, United States

    2 weeks ago

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    Description
    Responsibilities

    TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta, Seoul and Tokyo.

    Why Join Us
    Creation is the core of TikTok's purpose. Our platform is built to help imaginations thrive. This is doubly true of the teams that make TikTok possible.

    Together, we inspire creativity and bring joy - a mission we all believe in and aim towards achieving every day.

    To us, every challenge, no matter how difficult, is an opportunity; to learn, to innovate, and to grow as one team.

    Status quo? Never. Courage? Always.
    At TikTok, we create together and grow together. That's how we drive impact - for ourselves, our company, and the communities we serve.
    Join us.

    About the team

    Our team is responsible for developing next-generation chatbot and machine translation solutions to improve the TikTok Shopping experience across the world.

    We are currently looking for talented engineers that have a deep understanding of natural language processing and machine learning, especially ones with solid skills and experience of large language models, machine translation, and conversational AI.

    Responsibilities

    • You will be responsible for developing and optimizing the intelligent customer service of TikTok shopping. This role will work closely with our product and operation teams to understand the intentions of our users, design solutions of experience excellence, and convey these solutions to our users conversationally, with the support of cuttingedge LLMs technology. You will have the chance to develop NLP models (like text classification, machine reading, summarization) and prediction models (like question prediction and chatbot action prediction) to achieve the above goals.
    • You will be responsible for developing and optimizing the machine translation service of TikTok shopping to better support crossregion product listing, buyerseller communication, and commenting. You will have the chance to develop machine translation models for the conversational environment and text generation models from multimodality inputs.
    • You will be responsible for developing and optimizing the multimodal AIGC model for product copywriting, including product title, selling points, description and live broadcast script creation etc. You will have the chance to apply cutting edge AIGC models to save human effort and improve business performance.
    About the job
    Responsible for the NLP-related research and development, mainly including:

    • Building the intent classifier in a fullstack manner by designing taxonomy, creating and managing high quality labeled data, training the best performed machine learning model (like Bert, GPT), and monitoring the online performance of the model.
    • Building the prediction model by mapping the shopping journey of our users to chatbot actions, including suggesting common questionanswers and transferring the user to human agent, with cuttingedge prediction models (like Boosting, deep CTR).
    • Building the generation model by understanding business requests, exploring proper instructions, developing highquality data, and finetuning a language model of billions of parameters (e.g., 13B, 60B).
    • Working closely with our product and operation teams to quantitatively understand the impact of our chatbot and continuously bridge the business improvement action to model optimization action.
    Qualifications

    Requirements

    • Bachelor and above with majors in computer science, computer engineering, statistics, applied mathematics, data science or other related disciplines.
    • At least 3 years of work experience in the related field
    • Large language models, natural language generation, machine translation, question answering, machine reading, information extraction, text mining and classification etc.
    • Work experience in ecommerce or the Internet industry is preferred.
    • Practical experience in NLP (dialogue system, machine translation, nlprelated projects in IR/Ads system, etc.) are preferred.
    • Familiar with at least one computer programming language, including but not limited to go/python/Java.
    • Experience of big data development, including but not limited to hive, spark
    • Candidates who have published highquality papers are preferred, including but not limited to ACL, EMNLP, COLING, AAAI, IEEE TASLP, etc.
    TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At TikTok, our mission is to inspire creativity and bring joy.

    To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach.

    We are passionate about this and hope you are too.


    TikTok is committed to providing reasonable accommodations in our recruitment processes for candidates with disabilities, pregnancy, sincerely held religious beliefs or other reasons protected by applicable laws.

    If you need assistance or a reasonable accommodation, please reach out to us at

    Job Information

    [For Pay Transparency] Compensation Description (annually)

    The base salary range for this position in the selected city is $ $280000 annually.


    Compensation may vary outside of this range depending on a number of factors, including a candidate's qualifications, skills, competencies and experience, and location.

    Base pay is one part of the Total Package that is provided to compensate and recognize employees for their work, and this role may be eligible for additional discretionary bonuses/incentives, and restricted stock units.


    Our company benefits are designed to convey company culture and values, to create an efficient and inspiring work environment, and to support our employees to give their best in both work and life.


    We offer the following benefits to eligible employees:

    We cover 100% premium coverage for employee medical insurance, approximately 75% premium coverage for dependents and offer a Health Savings Account(HSA) with a company match.

    As well as Dental, Vision, Short/Long term Disability, Basic Life, Voluntary Life and AD&D insurance plans. In addition to Flexible Spending Account(FSA) Options like Health Care, Limited Purpose and Dependent Care.

    Our time off and leave plans are: 10 paid holidays per year plus 17 days of Paid Personal Time Off (PPTO) (prorated upon hire and increased by tenure) and 10 paid sick days per year as well as 12 weeks of paid Parental leave and 8 weeks of paid Supplemental Disability.


    We also provide generous benefits like mental and emotional health benefits through our EAP and Lyra. A 401K company match, gym and cellphone service reimbursements. The Company reserves the right to modify or change these benefits programs at any time, with or without notice.
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