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關於Quid（NetBase美商網基品牌）
總部位於矽谷，Quid是一家快速成長且充滿創業精神的公司。在全球社群媒體分析平台上，我們處於世界領先地位，達到30%以上的成長！
我們將網際網路上的資訊，如 Facebook 貼文、Instagram圖片、 YouTube留言、Twitter 、各大新聞、消費者評論、產品評論、業務文檔，再到專利申請和論壇等數據，透過匯總、分析並經由最尖端的文字分析技術、自然語言處理技術(Natural Language Processing)及電腦視覺(Computer Vision)分析之後，幫助客戶從數據中取得有價值的資訊，透過我們的工具及服務，客戶可以更快速、更全面地了解市場趨勢、競爭對手、消費者偏好等，能制定更有效的營銷策略和商業決策，從而在市場中佔有更大的優勢。
At Quid, a leader in harnessing cutting-edge technology, we tackle real-world challenges with innovative solutions. We're on the lookout for enthusiastic and entrepreneurial software developers eager to contribute to our engineering team's efforts in developing groundbreaking data analytics tools
As a member in product development team, you will be part of team to solve word-class data analytic challenges, reinvent the way surfacing insights from massive amounts of social media, survey data, news and industry databases, to assist our customer making data-driven business decisions.
As a Machine Learning Engineer, you will play a key role in every stage of AI feature development, which include machine learning methodology researching, AI system design and implementation.
Key Responsibilities:
• Design, build, and maintain scalable AI solutions in a production environment.
• Develop, train, and test both supervised and unsupervised machine learning models across various tasks, from logistic regression and neural networks to clustering techniques.
• Adopt emerging technologies and methodologies in automation, data analytics, and AI.
• Debug and troubleshoot development, testing, and production issues, ensuring robust and reliable software performance.
• Maintain a high standard of quality assurance by testing and reviewing code.
• Proactively seek and explore new innovative initiatives that could benefit our technology stack and product offerings.
Required Qualifications:
• At least three years of software industry experience owning and driving Data Science or NLP projects
• Proficient in applying machine learning techniques to natural language processing, data mining, and content discovery.
• Proficient in Python software development principles and design patterns, with an in-depth understanding of its associated ecosystems.
• Exceptional problem-solving abilities and capacity to work autonomously or as part of a team.
• Familiar with Generative AI related techs including prompting engineering and fine-tuning and experienced on using OpenAI API and self-hosting models such as llama-3.
• Familiar with technologies like Tensorflow, Pytorch, SparkMLlib, and Scikit-learn
• Familiar with Docker and Kubernetes.
Preferred Qualifications
• Embrace fast iteration and MVP mindset.
• Familiar with Java programming.
• Familiar with technologies of the LLM ecosystem, such as Langchain, finetuning, etc.
• Familiar with CI/CD practices for streamlined software delivery.
• Familiar with big data processing frameworks such as Hadoop and Spark.
OTHERS
1. 請提供英文履歷
2. Applicants are required to attend an off-site test first
- 彈性上班時間，政府行事曆中補班日不上班
- 可自由選擇在家工作
- 每年15天特休假，新進到職即可享有特休
- 每年3天全薪家庭照顧假，讓員工可以兼任職場工作與家庭照顧責任
- 3天Happy Hours假並自由參加豐富多元的活動（電影欣賞、紅白酒鑑賞、登山、衝浪、騎單車、做甜點、路跑、享用米其林餐點）
- 週五下午不上班 （half day off every Friday afternoon in summer）
- 服務每滿五年，另有一個月（Sabbatical）充電假
- 20%自己進修時間
- 體檢假、出差假
- 優質團保 (公司負擔全額，並含配偶及小孩）
- 優質年度健康檢查
- 股票選擇權
- 高額教育訓練/技術研討會補助金及上課假
- 高額員工推薦獎金
- 免費飲料水果零食供應
- 自由、彈性、活潑的美式工作環境
- 坐式/站式升降辦公桌、高規筆電 (MacBook Pro or Windows)、24吋可旋轉(雙)螢幕及27吋 2k螢幕供選擇
