Machine Learning Engineer

Updated about 2 months agoIT » Machine Learning Engineer

Job Description

We are on a mission to spark connections and bring people together.

Dcard is a social media platform devoted to creating a safe and free environment for ever-flowing ideas and extraordinary stories. Garnering the trust of the younger generation, our service attracts millions of active users and up to 20 million unique visitors per month. We have substantial influence and high penetration amongst the youth of Taiwan, but our ambitions do not stop here.

As a strong and emerging international company, we are on a mission to spark connections and bring people together. We continue to make impactful influence in the social media, advertising and e-commerce fields. Continuing our success in the Taiwan market, we are now expanding to Hong Kong, Japan, and the APAC market.

As a Machine Learning Engineer at Dcard, you will collaborate closely with product managers and developers to build products that matter and create tools that accelerate growth. Join our team of developers to build the social network of the next generation. We code in a fresh monolithic repository and ship code every few hours, and most importantly, we're never afraid of using new and bold approaches to conquer challenges.

If you are ready to take the leap, join us in creating an experience that connects people all around the world!

Why should you join Dcard?

Dcard's products have expanded from the card-pairing feature to community, e-commerce, and other services targeting university students and young people. We are building a rapidly growing and continuously expanding organization with a growth mindset. The team focuses on long-term mission vision and strategy, working together to stay focused on goals and continuously break through barriers. We are reaching out to the world, creating more opportunities and development in different fields, and we are not satisfied with the current boundaries. We need you to provide value to our users in more aspects of life!

About the Dcard Engineering Team

As a member of the Dcard Engineering Team, you will not only focus on feature development but also optimize the developer experience and architecture, and evaluate the adoption of new technologies. At Dcard, you will face many interesting challenges, working on high-traffic products, constantly adjusting and improving the existing architecture to provide smooth services to millions of users. We are -

  • Data Driven - Any analysis and decision-making within the team revolve around important metrics, and product development goals are based on OKRs to measure their value, ensuring that everyone is on the same track and moving towards the same goal. We value data-driven thinking over relying on intuition.
  • Fast-Paced - Working with a talented team, you will experience significant growth in both technical and collaborative abilities. The team operates at a fast pace, and we expect the product to move forward quickly. Consequently, we face daily challenges such as setting up an ad system to handle high traffic or ensuring real-time and fast data updates.
  • Process Optimization - The team pays great attention to the smoothness of processes and continuously thinks about how to collaborate more efficiently. We roll up our sleeves and directly change things that bother us, optimizing the development and life experiences as a whole.
  • Continuous Growth - In addition to regular study sessions, we learn about the projects undertaken by team members in different domains through Developer Sessions within the team. We also invite external members to share successful case studies or development processes from other teams.

You will be involved in the team to...

  • Participate in the development and evolution of machine learning-related products at Dcard, involving tasks such as algorithm development, model training, feature pipeline design, and maintaining the smooth operation of services.
  • Collaborate with other Data Component developers to build machine learning-related systems at Dcard.
  • Analyze and extract insights from a large volume of user data to iteratively optimize algorithms.
  • Design and conduct A/B testing experiments to validate the effectiveness of algorithms.

Requirements

We are looking for an excellent Machine Learning Engineer who possesses the following skills:

  • Passionate about understanding user needs and transforming algorithms into products.
  • Proficient in Python and open to learning new languages.
  • Enjoy striving for high-quality code and can propose minimal viable system architectures and understand the tradeoffs involved when facing requirements.
  • Possess excellent communication and collaboration skills, able to articulate ideas clearly and work seamlessly with other teams.
  • Have a basic understanding of machine learning algorithms and workflows, such as NLP, Deep Learning, Recommendation Systems, and more.
  • Demonstrated Competence in Conversational English

It would be even better if you have the following skills:

  • Have more than two years of working experience in recommendation systems, search, e-commerce, or advertising systems, with familiarity in relevant application scenarios.
  • Proficient in designing distributed systems, capable of handling large-scale data or developing large-scale systems.
  • Have experience in NLP and Chinese text analysis.
  • Familiar with business applications and system design of machine learning systems.
  • Able to address challenges encountered when developing with mainstream ML frameworks and handling massive data.
  • Proficient in several of the following technologies:
    • PyTorch / Scikit-Learn / XGBoost / Tensorflow
    • Airflow
    • GCP / Kubernetes
    • SQL / NoSQL / Redis
    • Linux

Compensation

  • NTD 900,000 ~ 2,300,000 / year

At Dcard, every member is equal, and we value and celebrate differences. We strive to provide a diverse and inclusive environment, giving respect to every member. We believe that equality and diversity can bring infinite possibilities for innovation. Dcard maintains a non-discriminatory employment environment, giving equal opportunity to all candidates.

1
900K ~ 2.3M TWD/year
Managing staff numbers: not specified
Optional Remote Work
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Dcard 狄卡科技股份有限公司

台北市大安區光復南路102號14樓

About us

「讓每個人找到共鳴。」

Dcard 結合科技與人文搭起一座橋樑,豐富每個人的生活、讓每個人找到共鳴。面對快速變化的網路生態,Dcard 聚焦長期使命願景、年度戰略,夥伴們專注在公司戰略與目標,用成長型思維打造一個快速成長也充滿溫度的企業文化。

Dcard 致力於打造讓人放心分享自己故事的場域,讓平凡人分享不平凡故事的新世代服務。Dcard 是全台最大的匿名社群,在年輕族群有極高滲透率與影響力。不止步於台灣社群取得極大影響力,我們正全力擴張版圖,強力發展廣告、電商、IP 新型業務及跨國市場,持續往世界級網路公司的目標努力。

我們的服務範圍擴及台灣 (Dcard)、香港 (Dcard.HK)及日本 (Dtto),持續擴大海外市場影響力。我們希望能邀請優秀的你加入團隊,把你的名字列在我們下一個里程碑的故事裡!

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六個你會愛上 Dcard 的理由:

▌討論合作的文化
我們相信夥伴多方交流及討論可以創造出更多不一樣的火花跟可能性。在 Dcard 我們傾聽也重視每個夥伴的想法,每天專案小組進度會議、每週產品會議、每月 All Hands Meeting 中,夥伴們彼此對齊進度,主動提出想法,做更完善的決策與行動。透過夥伴的溝通合作,互相激盪火花,幫助團隊打造更棒的產品!

▌充沛的學習資源
我們相信跟一群優秀的夥伴共事,絕對是最棒的福利! 為了在快速變動、充滿挑戰的環境中取得影響力,我們需要勇於面對未知的挑戰。Dcard 重視夥伴的成長,我們提供各類書籍、講座、國內外研討會及專屬語言進修課程等資源,成為夥伴學習路上最大的後盾!

▌高速成長的環境
不止步於在台灣社群取得極大影響力,Dcard 正全力擴張版圖,發展廣告、電商、IP 新型業務及跨國市場產品,持續往世界級網路公司的目標努力。在這裡,你將能親身參與各類新想法、新產品甚至是新市場的誕生!

▌投注熱情的團隊
我們是多元背景的跨國團隊。夥伴們充滿熱情,專注在不同領域,用成長型思維打造快速成長的團隊,提供社群、廣告、電商、跨國等不同服務給使用者。

▌創造影響的舞台
在這個變化快速的場域,夥伴有多方嘗試的機會,可以參與各類新想法、新產品甚至是新市場的誕生! 只要你有能力和意願,站出來,你就可以親自做出改變。

▌彈性的工作氛圍
混合工作的模式(Hybrid Work),Dcard 夥伴能彈性安排工作時間與空間。具有彈性的遠距工作日(Remote Day),在辦公室也可以選擇在任何小角落工作。讓你自在挑選想要工作的時間和地方!

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