Deep Learning Engineer, Computer Vision

6日前に更新
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職務内容

Rosetta.ai 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.
      

Responsibilities:

  • Develop deep learning models for the core Rosetta.ai analytical reports and technology.
  • Implement new deep learning models mainly in the domain of computer vision, e.g. image recognition, feature extraction, inference, and 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.

         

    Benefits:
    • Healthcare (Medical, Dental, Vision)
    • Retirement savings or 401(K)
    • Paid time off (Annual)
    • Maternity/Paternity leave
    • Life insurance
    Perks:
    • 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)

         

    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’t 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.

        

    Location:

    Taipei City
    (Near Nanjing Sanmin MRT Station)

         

    Contact:

         

    Remarks:

    Rosetta.ai is an Equal Employment Opportunity employer. Rosetta.ai 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.

    職務要件

    [Minimum Qualifications]

    BACKGROUND & SKILLS:
    • 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.
      WORKING STYLE:
      • 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.

           

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

      BACKGROUND & SKILLS:
      • 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.
      EXPERIENCES:
      • Experience with Elasticsearch.
      • Experience with AWS/GCP cloud service.
      REPUTATIONS:
      • Publications in top conferences, including but not limited to: ACL, EMNLP, CVPR, ECCV, RecSys, WWW, ICML, IJCAI, and AAAI.

        面接過程

        1. CV screening
        2. Culture fit interview
        3. Assignment project
        4. Professional interview
        5. Trial days
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        840K ~ 1M TWD / å¹´
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        私たちについて

        Rosetta.ai is a SaaS company serving the ecommerce brands since 2016.
        🏆 2019 RecSys Reward
        🏆 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’s 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’s growth. Together, from good to great — join us today! 

        Rosetta.ai 是一間多元、年輕且有遠景的軟體新創公司,於 2016 年創立便投入時尚電商領域,以美學 AI 為客戶打造一流的推薦系統,並與客戶一起成長,紮實的技術底蘊獲得海外創投青睞,正快速發展當中!
        在 Rosetta.ai 我們設計與開發一流的軟體服務,運用最新的 AI 與機器學習技術,協助客戶深入了解消費者的喜好與需求,將對的商品展示給對的人,打造獨一無二的購物體驗。
        我們相信公司成長是建立在每個人的成長上,與一流的人才一起工作、一起玩樂、一起成長,現在就加入我們!


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        ML Engineer

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