ai算法工程师(实习生)

2 days ago

SingaporeCapitaSky, Singapore Tencent Full time $69,305 - $120,000 per year
About the Hiring TeamLevel Infinite is Tencent's global gaming brand. It is a global game publisher offering a comprehensive network of services for games, development teams, and studios around the world.

We are dedicated to delivering engaging and original gaming experiences to a worldwide audience, whenever and wherever they choose to play while building a community that fosters inclusivity, connection, and accessibility. Level Infinite also provides a wide range of services and resources to our network of developers and partner studios around the world to help them unlock the true potential of their games.What the Role Entails

1. 负责AIGC(生成式人工智能)技术在游戏领域的应用与落地,包括NPC对话生成、游戏环境构建、任务剧情设计、角色建模、动画生成、关卡设计、角色行为建模、智能NPC、游戏音乐等;

2. 负责游戏领域文本生成(如ChatGPT、GPT4等)、图像生成(如Diffusion、GAN、VAE等)、声音及视频生成技术的研发,研究风格迁移、生成对抗网络、条件GAN等技术,实现个性化、多样化的游戏体验,并高效地将算法集成到游戏内容生产流程及实时渲染中;

3. 负责大模型循证数据分析推理能力建设,通过改进模型架构、优化训练算法等手段,使模型能够更精准地基于数据进行推理分析,为游戏业务决策提供坚实的数据支撑。构建和完善循证数据分析推理的评测体系,对模型性能进行量化评估,及时发现问题并提出针对性的解决方案,持续优化模型推理能力。

4. 探索前沿AIGC技术研究,持续关注行业大模型的最新进展,并根据行业未来需求进行技术突破,实现短期和长期商业价值;同时密切关注AIGC技术的伦理与安全应用。

Who We Look For

1.26 届和 27 届在校硕博生,计算机科学、数学、统计学、人工智能等相关专业。有丰富游戏经验者优先。

2.深入理解机器学习、深度学习的基本原理和算法,如神经网络、决策树、支持向量机、强化学习等,具备一定的算法实践经验。有在ACL、EMNLP、CVPR、NIPS、ICLR、AAAI、KDD等领域顶级会议发表论文的经验者优先。

3.熟练掌握 Python 编程语言,熟悉常用的机器学习和深度学习框架,如 TensorFlow、PyTorch 等,能够独立进行模型开发和训练。了解游戏引擎(如Unity、Unreal Engine等)的基本原理及使用方法熟悉者优先。

4.对大模型/智能体技术有较大热情,具备大模型/智能体开发经验。

Location State(s)

Singapore-CapitaSkyThe expected base pay range for this position in the location(s) listed above is $69,305.60 to $120,000.14 per year. Actual pay may vary depending on job-related knowledge, skills, and experience.
This position will be eligible for 1 hour of paid sick leave for every 30 hours worked and up to 13 paid holidays throughout the calendar year. Subject to the terms and conditions of the applicable plans then in effect, full-time interns are also eligible to enroll in the Company-sponsored medical plan.Equal Employment Opportunity at Tencent

As an equal opportunity employer, we firmly believe that diverse voices fuel our innovation and allow us to better serve our users and the community. We foster an environment where every employee of Tencent feels supported and inspired to achieve individual and common goals.

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