Deep Learning Engineer, Computer Vision

Updated 2 d铆as ago

Descripci贸n del trabajo helps fashion e-commerce uncover consumer's shopping preferences and provide personalized shopping experiences to consumers. We're making e-commerce merchants have enterprise-level AI backup on day 1.

We are seeking Deep Learning Engineers, dedicated to Computer Vision, to join our data science team. The ideal person will have industry experience working on image recognition, feature extraction, and inference. The position will involve taking these skills and applying them to some of the most exciting and massive shopping data and prediction problems that exist on the web. You will bring the ability to own the whole ML life cycle, define projects, and drive excellence across teams.
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  • Develop deep learning models for the core analytical reports and technology.
  • Implement new deep learning models mainly in the domain of computer vision, e.g.聽image recognition, feature extraction, inference, and聽scene understanding.
  • Collaborate with product owners and business development teams to ensure the quality and stability of data-driven products.
  • Collaborate with backend team, data annotators, and Data Science team.

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    • Healthcare (Medical, Dental, Vision)
    • Retirement savings or 401(K)
    • Paid time off (Annual)
    • Maternity/Paternity leave
    • Life insurance
    • Tuition reimbursement and training
    • Personal facilities (Laptop, Screen)
    • Free health screening
    • Free snacks and drinks
    • Open and creative environment
    • Irregular dinner/outing, happy hours
    • Extended annual time off
    • Paid time off to volunteer (Birthday, Menstrual, Funeral)
    • Flexible schedules and working time
    • Remote working optionally
    • Employee stock ownership plan (ESOP)

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    Culture/6 Core Values:

    Grit - We thrive outside of our comfort zone, pushing ourselves to go even further. We think long-term and constantly strive to be better, even if things don鈥檛 always go as expected.

    Trust - We earn that trust by listening to each other, following through with our commitments, and keeping our words. We exercise transparency within the company, our customers, and our community.

    Humility - We learn from everyone and everywhere, and we approach each new challenge knowing that we may not have all the answers.

    Empathy - We craft our intention to keep curious about the industry, business, and practical scenarios that we purify the insights and forge the approaches.

    Candor - We are open and honest. We give each other praise and criticism because we believe each team member is as important as the other.

    Craftsmanship - We simplify, innovate, perfect, and start over until everything we touch enhances each life it touches.

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    Taipei City
    (Near Nanjing Sanmin MRT Station)

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    Remarks: is an Equal Employment Opportunity employer. conducts all employment-related activities without regard to race, religion, color, national origin, age, sex, marital status, sexual orientation, disability, citizenship status, genetics, or any other characteristic protected by law.


    [Minimum Qualifications]

    • Minimum 2 years experience in deep learning and computer vision.
    • Minimum 2 years of relevant and hands-on experience in:
      • Basics: Linux, Python, Git
      • Data Science: PyTorch, Numpy, Pandas, Scikit-Learn, OpenCV.
    • Expert knowledge developing production-level ML products.
    • Experience in demonstrating technical leadership working with teams, owning projects, defining and setting technical direction for projects.
      • Excellent communication and collaborative skills.
      • Strong problem-solving and conceptual thinking skills.
      • Flexibility and comfort working in a dynamic, team environment with a possible remote organization with minimal documentation and process.

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      [Preferred Qualifications] (Optionally; the more, the better)

      • MS degree in Computer Science or related quantitative field with 2-3+ years of deep learning related work or research, or Ph.D. degree in Computer Science or related quantitative field.
      • Knowledge in natural language processing and recommender system.
      • Experience with Elasticsearch.
      • Experience with AWS/GCP cloud service.
      • Publications in top conferences, including but not limited to: ACL, EMNLP, CVPR, ECCV, RecSys, WWW, ICML, IJCAI, and AAAI.

        Proceso de entrevista

        1. CV screening
        2. Culture fit interview
        3. Assignment project
        4. Professional interview
        5. Trial days
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        Sobre nosotros is a SaaS company serving the ecommerce brands since 2016.
        馃弳 2019 RecSys Reward
        馃弳 2020 Forbes Top 25 Machine Learning Startups

        • Our clients care deeply about their shoppers and understand the value of unique online experiences.
        • We specialize in supporting fashion ecommerce clients in the apparel, accessories, and cosmetics verticals.
        • Our Customer-Intent Web App adds value to our client鈥檚 first-party data via automated preference analysis and onsite personalized recommendations.
        • The app is powered by AI and machine learning technology developed in house by industry leading engineers and fashion savvy marketers.
        • We are a young, fun, and diversified team that believes that company growth is driven by everyone鈥檚 growth. Together, from good to great 鈥 join us today!聽 鏄竴闁撳鍏冦佸勾杓曚笖鏈夐仩鏅殑杌熼珨鏂板壍鍏徃锛屾柤 2016 骞村壍绔嬩究鎶曞叆鏅傚皻闆诲晢闋樺煙锛屼互缇庡 AI 鐐哄鎴舵墦閫犱竴娴佺殑鎺ㄨ枽绯荤当锛屼甫鑸囧鎴朵竴璧锋垚闀凤紝绱鐨勬妧琛撳簳铇婄嵅寰楁捣澶栧壍鎶曢潚鐫烇紝姝e揩閫熺櫦灞曠暥涓紒
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