【AI Lab】資深/主任 機器學習工程師 Senior/Staff Machine learning engineer

Job updated 14 days ago
Actively Reviewing Resumes

Job Description

【What to expect】
Here at iKala, we are developing new algorithm and data pipeline which powers business decision in marketing and in-house analytic platform.
You will cowork with teams of working in Machine Learning, Data Acquisition, Data Scientist and Data Analysis to develop or optimize algorithm on large scale multi-modal data.


【What you will be doing】
1. Develop in house multilingual NLP models ( Chinese, English, Japanese )
2. Tuning and optimize algorithm to handle large scale data ( > 100 GB size )
3. Carry out ablation studies and experiments.
4. Read latest papers and implement state of the art model.

Requirements

【Requirements】
1. Master Degree or above in engineering or quantitative discipline ( Statistic, Mathematics, Computer Science, Electrical Electronic )
2. Good communication and writing skills.
3. Experience in common machine learning frameworks ( scikit-learn, transformers, onnx, PyTorch)
4. Open to learn new languages (golang, C) and frameworks.
5. Comfortable working with Git.
6. Full understanding in Transformers and related research ( sparsity, LLM )

【Pluses】
1. PhD Degree in engineering or quantitative discipline ( Statistic, Mathematics, Computer Science, Electrical Electronic )
2. Published papers in reputable international conferences ( KDD, ACL, WWW, CVPR, ECCV, ICLR, AAAI, NeurIPS )
3. Past experiences in contributing to open source projects.
4. Experience in GPU speedup tricks ( mix precision, distributed training )
5. Worked in Transformer, CLIP or self supervised learning related research or side projects.
6. Desire to work in fast pace startup environment.


More info>>>https://ikala.tv/zh-tw/

1
3 years of experience required
1,300,000+ TWD / year
Partial Remote Work
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About us

【Empower Your Business with AI】

iKala 是一間跨國的 AI 公司,使命是「AI 賦能」,讓我們的客戶能夠以 AI 為核心來達成事業轉型、加速、及創造新商業模式的目標。iKala 提供以 AI 驅動的數位轉型及數據行銷整體解決方案,旗下有 iKala Cloud 及 iKala MarTech 等雲端及新零售服務與產品,服務超過 800 家企業及 40,000 家亞太品牌廣告用戶,其中包含多家財星 500 大企業,服務範圍跨越 6 個國家 (台灣、新加坡、泰國、日本、香港、馬來西亞) 及超過 12 種產業,且同時是 Google, Amazon, Meta 等世界頂尖科技公司的官方合作夥伴。iKala 以顧客為念,我們不斷提升服務品質及投資創新研發,致力於為顧客創造更多的價值。

【實現有意義的願景、從事全球規模的開創性專案】

AI+大數據 + 雲端+網紅行銷科技,iKala 的產品是全球最熱門的話題和未來趨勢,加入 iKala 就是進入領先的產業和科技公司,與世界接軌不會被時代淘汰。

【以文化為基礎運作,感受「自由與責任」的工作環境】

iKala 有彈性自由的文化,讓團隊自主安排在家或辦公室工作的混合模式,我們自詡為擁有高度執行力的團隊,一起達成目標及打造世界級的產品。

【政府認可的 AI 國家代表隊,妳/你不是一個遠端辦公室的小螺絲釘】

iKala 擁有充沛的公司資源,是一個具備彈性、速度、及創新的扁平化組織,讓優秀的你更容易一展長才,非常適合聰明有想法的職場新鮮人,不用擔心好想法被埋沒。

【兼顧公司發展及個人成長,重視個人職涯指導】

從新人訓練、主管訓練到內外部訓練,iKala 給予員工充足的學習資源,更有 1:1, L&D 人才管理制度,讓員工隨時檢視自我和互相回饋,達成目標的同時,也獲得個人成長。

(小聲講:我們的辦公室很漂亮,360 度環景鳥瞰市中心)


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