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Position Overview: We are seeking are seeking a Machine Learning Software Developer to join our company. The role primarily involves developing, implementing, and optimizing machine learning algorithms and models to produce production ready video game assets for a 2D side view game. 職位概述: 我們正在尋找一名機器學習軟件開發人員加入我們公司。 這個角色主要涉及開發、執行和優化機器學習算法和模型，為2D側視圖游戲制作可生產的視頻游戲資產。 Responsibilities: -Develop and optimize the current machine learning algorithms and models. - Conduct independent research from academic papers in order improve the current machine learning algorithms, especially if the work being done is experimental. -Test, run, and optimize the stable diffusion models to produce desired outputs based on model ranking. -Collaborate closely with relevant project departments, collect relevant data, sort out relevant datasets, conduct annotation training, and optimize and adjust datasets according to the training results. -Improve the algorithm model, program the overall project logic all according to the algorithm and project requirements. -Carry out project testing, joint commissioning and, deployment based on the project requirements. -Improve the algorithm model and programs for the overall project logic according to algorithm and project requirements. -Document code, algorithms, and methodologies to ensure reproducibility and knowledge sharing. -Participate in code reviews, debugging, and troubleshooting to maintain high quality software development standards. 職責: -開發和優化當前的機器學習算法和模型。 -從學術論文中進行獨立研究，以改進當前的機器學習算法，特別是如果所做的工作是實驗性的。 -測試，運行和優化穩定的擴散模型，以根據模型排名產生所需的輸出。 -與相關項目部門緊密協作，收集相關數據，整理相關數據集，進行標注訓練，并根據訓練結果對數據集進行優化調整。 -完善算法模型，根據算法和項目要求編寫項目整體邏輯。 -根據項目要求進行項目測試、聯合調試和部署。 -根據算法和項目要求，完善整個項目邏輯的算法模型和程序。 -文檔化代碼、算法和方法，以確保再現性和知識共享。 -參與代碼評審，調試和故障排除，以保持高質量的軟件開發標準。 Requirements -Bachelor's or Master's degree in Computer Science, Engineering, Mathematics, or a related field. - If you do not have a degree, you must demonstrate that you have a track record or show your Github with the amount of coding you have completed for machine learning. -Proficiency in programming languages such as C/C++,C#,Golang, Haskell or Lisp, etc. -Proven experience in developing and optimizing machine learning algorithms and models. -Strong understanding of stable diffusion models and their optimization techniques. -Demonstrate ability to optimize different table diffusion models to produce desired outputs based on model ranking. -Solid grasp of software development principles, including version control, testing, and debugging. -Effect communication and collaboration skills, with the ability to work in a team environment. -Capacity to manage multiple tasks and priorities in a fast-paced environment. 要求： -計算機科學，工程，數學或相關領域的學士或碩士學位。 -如果你沒有學位，你必須證明你有一個跟蹤記錄，或者展示你的Github與你已經完成的機器學習編碼量。 -熟練掌握C/ c++， C#，Golang, Haskell, Lisp等編程語言。 -具有開發和優化機器學習算法和模型的經驗。 -對穩定擴散模型及其優化技術有較強的理解。 -展示優化不同表擴散模型的能力，以根據模型排名產生期望的輸出。 -扎實掌握軟件開發原理，包括版本控制、測試和調試。 -良好的溝通和協作能力，具有團隊合作精神。 -能夠在快節奏的環境中管理多個任務和優先事項。