🤖 AI/ML Expert [Senior Research Lead]

Job Description

研究並實作最新的機器學習與統計相關模型,加以修改、調教和驗證後,應用於產品上,去解決使用者問題。

  1. ML 架構設計與決策
  2. ML 模型開發 / 改善 /維運
  3. 資料分析

Work with team members to develop and implement AI projects. Research, test, review, provide feedback, create AI/ML/RPA-related projects.

  1. Master data analysis/cleansing and other data science technologies to understand data and design model architecture.
  2. Identify and select AI/ML technologies to solve problems.
  3. Deploy and integrate AI ​models into back-end servers and build up front-end interfaces.
  4. Work with AI team members to build up AI or ML MVP prototypes for idea validation
  5. Implement and deploy successful AI models
  6. Maintain and optimize existing AI models to achieve better results, such as lower resource usage and better performance
  7. Stay up to date in current technologies and state of the art methods for in house application.
  8. Collect and arrange specialized data for training and validation purposes

Schedule an Interview Today:

https://calendly.com/avlhr/30min

Requirements

Requirements:

  1. Degree in computer science or statistics
  2. At least 1 year experience of Python development
  3. At least 1 year experience of AI development; familiar with at least one AI/ML Framework, ex: Keras
  4. Passionate about researching AI, familiar with new AI/ML technologies
  5. Deep experience in Artificial Intelligence and machine learning.
  6. Thrive in an agile development process
  7. Look forward to joining a high caliber team of machine learning experts.
  8. You’re self-driven and set high expectations for yourself
  9. You take ownership and sweat the small stuff
  10. You thrive on constructive feedback
  11. You insist that facts drive decisions
  12. You deliver results that matter
  13. Sharp, motivated co-workers in a fun office environment.
  14. Able to communicate freely in both English and Mandarin with your team.

Familiar with:

  1. Machine Learning/Artificial Intelligence
  2. Data mining
    Deep learning, artificial neural network
  3. Tree search techniques
  4. Reinforcement learning
  5. Game theory
  6. Robotic process automation (RPA) workflow automation

【必要條件】

  1. 打造企業內 ML 系統經驗,並且有使用在商業產品上
  2. 熟悉任一 ML OpenSource 工具,如 tensorflow
  3. Git
  4. Testing
  5. CI/CD

【加分條件】

  1. 熟悉任一程式語言 (e.g., C#, Python, C++)
  2. Spark
  3. container

我們希望你是一位

  1. 積極負責、主動貢獻、持續學習的人
  2. 對 ML 工作抱有高度熱忱
  3. 具備積極負責、主動貢獻的工作態度
  4. 具備良好的溝通、團隊合作能力
  5. 樂於學習分享、持續接受新知
  6. 具備勇敢嘗試的實驗精神

    About us

    扁平、全遠端、責任制、風氣自由、透明制度、溝通開放。

    矽谷新創團隊,美式 agile startup,廣尋優秀人才加入!

    UI UX è¨­è¨ˆã€è¡ŒéŠ·ã€è»Ÿé«”工程、研究實習。

    請去官網更了解我們:https://avancevl.com/

    希望有機會一起成長,在市場中建立創新商業價值。

    除了在 CakeResume ä¸Šç”³è«‹ä¹‹å¤–,還請您必須在我們的網站上申請。

    Avance Venture Lab is searching for brilliant minds to join our hunt for impact through technology.
    In addition to applying here on CakeResume, you must apply on our website.

    公司簡介:
    1. 早期科技新創:快速發展、風氣自由、透明制度,外商制度,軟體孵化新創團隊
    2. 創造高潛力 web/native apps(非接案、外包、博弈,不是 contractor)
    3. 史丹佛和麻省理工校友創立,來自矽谷、紐約,有科技創業經驗

    我們重視工作、學習態度。我們樂意互相分享、技術指導。技術總是推陳出新,沒有學完的一天。

    如果您:
    1. 想 remote é ç«¯ã€å½ˆæ€§ä¸Šä¸‹ç­ã€ä¸æ‰“卡
    2. 是具有創業精神的全端網頁工程師/網頁設計師
    3. 對國際市場有野心及熱情、極度追求工作成就感
    4. 渴望有挑戰、有未來發展的事業
    5. 想要有參與感、主導權、自主性

    我們希望能認識你,讓 Avance Venture Lab 成為你的第一站,一起快速成長!

    我們是一家在台北快速成長中的軟體新創,由 Stanford 史丹佛大學和 MIT 麻省理工學院的校友創立。我們的創辦人、投資者和顧問團隊在矽谷和紐約擁有科技、企業、財經和管理諮詢的經驗,專門創造應用軟體去解決全球消費者和主要商務行業的問題。

    我們正在尋找優秀人才,加入我們的團隊一起創造有影響力的科技。如果你是一位具有創業精神、自律好學 Full Stack JavaScript Programmer 全端軟體工程師,想創造新科技去解決問題,想在一個快速發展的新創中,開發高績效的程式,我們希望能認識你!

    作為早期的團隊成員,你必須是一個積極主動、有活力、有責任感且熱忱的 entrepreneur。
    不限資歷,依考試結果決定職級,自己的薪水自己決定!

    面試過程:
    15 分鐘 - 申請並填寫問卷
    2.5 小時 - 線上考試
    30 分鐘 - 電話聯絡
    1 小時 - 面試
    2 週內 - 通知決定,歡迎加入我們的團隊!

    We are a small, early-stage software tech start-up, founded by Stanford and MIT alumni, based in Taipei. Our team of founders, investors, and advisors has experience in engineering, entrepreneurship, finance, and consulting in Silicon Valley and New York.

    We are looking for high energy individuals with a passion for entrepreneurship.

    1. We’re bootstrapped and rapidly expanding.
    2. We love experimenting with creative product marketing, and engineering ideas for quick MVP iteration launches 
    3. Our diverse workforce represents 3 continents.
    4. Our team has more females than males.

    Team

    AVL Talent Acquisition

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