机器学习工程师
Machine Learning Engineer
描述
Anlatan 是一家致力于前沿人工智能并打造最佳人工智能驱动产品的公司。我们以用户友好、隐私安全和无审查为傲。我们是一群个性鲜明的成员，专注于在人工智能领域打造最优秀的产品。
我们正在寻找一位技术娴熟的机器学习工程师加入我们的团队。在 Anlatan，你将开发代码和模型架构，在我们的计算集群中训练前沿的大语言模型和图像模型。
职责
- 与我们的分布式训练堆栈合作，启动训练任务并密切跟踪它们。
- 为我们的机器学习代码库做出贡献，添加新的模型、算法和功能。
- 尝试新的模型架构和设计，并将其投入生产环境。
- 训练和微调模型，并通过测试者反馈调整它们以适应我们的产品，不断迭代训练后的模型。
要求
- 熟悉 pytorch 和 python
- 有训练自然语言处理或图像模型的经验
- 能够阅读前沿的机器学习论文，并用 pytorch 实现并准确复现
- 扎实的计算机科学基础，包括算法和数据结构
- 机器学习基础
- 良好的问题解决和故障排除能力
加分项
- 了解 Kubernetes 和 SLURM
- 具备分布式计算知识，能够为我们的分布式机器学习训练堆栈做出贡献
- 有 JAX 经验
- 有 Triton 经验
为什么为我们工作？
我们正在快速推进人工智能领域的发展，提供具有竞争力的薪资包，当然，我们所有人一起工作也非常有趣。
我们提供具有竞争力的薪资和福利，包括：
- 随意且灵活的工作环境
- 一种注重突破边界并在过程中享受乐趣的文化
- 极其灵活的带薪假期（PTO）
对于美国公民
- 健康保险
- 视力和牙科保险
- 寿险和残疾保险
- 401k（3% 匹配 100%，2% 匹配 50%）
对于非美国公民
- 健康保险
- 视力和牙科保险
除此之外，我们的成员被鼓励：
1. 探索和实验
除非我们完全专注于完成特定功能，否则可以自由尝试新事物！每个带到桌上的想法都会被重视并进行讨论。
2. 无压力工作
我们在这里推动人工智能消费领域的边界，但这并不意味着你不能在过程中享受一些乐趣。我们整个团队都来自互联网，因此我们离传统工作方式还很远。
查看英文原文
Description
Anlatan is a company working on cutting edge AI and making the best possible AI-fueled products. We pride ourselves on being user-friendly, privacy-safe, and censorship-free. We're a ragtag team of personalities, focused on crafting the best of the best in the AI world.
We are seeking a skilled Machine Learning Engineer to join our team. In Anlatan, you will be developing code and model architectures to train cutting edge LLMs and Image models in our compute cluster.
Responsibilities
- Working with our distributed training stack to start training runs and tracking them closely.
- Contributing to our ML codebases and adding new models, algorithms and features.
- Experimenting with new model architectures and designs, and getting them production ready.
- Training and finetuning models, and adapting them to our products by taking tester feedback and iterating over the trained models.
Requirements
- Experience with pytorch, python
- Past experience with training NLP or Image models.
- Able to read cutting edge ML papers, implement them in pytorch and accurately reproduce.
- Strong knowledge of computer science fundamentals, including algorithms and data structures.
- Machine learning fundamentals
- Good problem-solving and troubleshooting skills.
Bonus Points
- Knowledge in Kubernetes and SLURM
- Distributed computing knowledge to contribute to our distributed ML training stack.
- Experience with JAX
- Experience with Triton
Why work for us?
We're working fast to send ripples through the ever-moving field of AI, we offer a competitive salary package, and of course, we're all pretty fun to work with.
We offer a competitive salary and benefits, including:
- A casual and flexible work environment
- A culture focused on pushing the envelope and having fun while doing it
- Incredibly flexible PTO
For US Citizens
- Health Insurance
- Vision and Dental Insurance
- Life Insurance and Disability
- 401k (3% Match 100%, 2% Match 50%)
For non-US Citizens
- Health Insurance
- Vision and Dental Insurance
Beyond all else, our members are encouraged to:
1. Explore and Experiment
Unless we’re completely focused on getting a specific feature done, feel free to try something new out! Every idea brought to the table is appreciated and discussed.
2. Work Stress-free
We’re here to push boundaries in the AI consumer world, but that doesn’t mean you can’t have a little fun along the way. Our entire team emerged from the internet, so we’re a long ways from professional.
3. Ask For Help
No one is all-knowing. Sometimes all you need a little poke in the right direction to get something done. Never be afraid to reach out if it means getting your problem solved sooner rather than later.
4. Interact with the Community
Our community is what keeps us going, and we try to recognize that every single day. A primary goal of ours is to stay connected, and we pursue that by keeping in touch with our users through multiple different mediums.
Originally posted on Himalayas