软件工程师,数据基础设施
Software Engineer, Data Infrastructure
我们是谁?
Cohere 是一家以安全为首要任务的企业人工智能公司。我们构建前沿的基础 AI 模型和端到端产品,旨在解决现实世界中的业务问题。
我们正在为正在构建 AI 系统的企业训练和部署前沿模型。我们认为我们的工作对 AI 的广泛应用至关重要,我们正在寻找希望成为其中一员的人才。
我们对所构建的东西非常执着。我们每个人都负责提升模型的能力以及为客户创造的价值。Cohere 是一个由研究人员、工程师、设计师等组成的团队,他们对各自的专业充满热情。
我们是一家总部位于多伦多的全球科技公司,在伦敦、纽约市、旧金山、蒙特利尔、巴黎、柏林和首尔设有主要办公室。加入我们吧!
为什么选择这个职位?
我们正在构建一些世界上最苛刻的 AI 训练工作负载的数据基础设施,我们希望有才华、好奇的人来帮助我们完成这项工作。在这个职位上,你将构建和维护建模团队在训练和评估任务中依赖的高性能数据层。
作为数据基础设施软件工程师,你将:
- 直接参与 PB 级存储基础设施的工作,以及随之而来的网络和性能挑战。
- 每天与一些世界上最优秀的研究人员和工程师合作。
如果你具备以下条件,可能会适合这个职位:
- 4 年以上数据存储基础设施相关经验
- 精通 Python
- 具备 Kubernetes 经验,尤其是存储方面(持久卷、CSI 驱动程序等)
- 能够将非结构化数据转换为跨多种存储后端(包括 S3、GCS 和 POSIX)的高性能数据集
- 具备分布式数据处理框架(如 Apache Beam、Spark 或 Flink)的经验
- [加分项] 熟悉现代分析工具(如 BigQuery、Airflow 或 dbt)
- 对 AI 有真正的热情。你关注研究进展,有自己见解,并享受深入钻研
- 适应在已知领域的边缘工作,渴望打造真正新颖的东西,而不是优化现有方案
COHERE 的全职员工享有以下福利:
- 每周 75 美元/75 英镑或等值于当地货币的午餐补贴。
- 全面的健康和牙科福利,包括专门用于心理健康预算的费用。
- RRSP 匹配,401K,
查看英文原文
Who are we?
Cohere is the leading security-first enterprise AI company. We build cutting-edge foundation AI models and end-to-end products that are designed to solve real-world business problems.
We’re training and deploying frontier models for enterprises who are building AI systems. We believe that our work is instrumental to the widespread adoption of AI and we are looking for folks that want to be part of that.
We obsess over what we build. Each one of us is responsible for contributing to increasing the capabilities of our models and the value they drive for our customers. Cohere is a team of researchers, engineers, designers, and more, who are all passionate about their craft.
We are a global technology company headquartered in Toronto with key offices in London, New York City, San Francisco, Montreal, Paris, Berlin and Seoul. Join us!
Why this role?
We're building the data infrastructure behind some of the most demanding AI training workloads in the world, and we want sharp, curious people to help us do it. In this role, you'll build and maintain the high-performance data layer our Modeling teams rely on for training and evaluation jobs.
As a Software Engineer, Data Infrastructure, you will:
- Work directly on petabyte-scale storage infrastructure, and the networking and performance challenges that come with it.
- Collaborate daily with researchers and engineers who are some of the best in the world at what they do.
You may be a good fit if you have:
- 4+ years of experience working on data storage infrastructure
- Strong command of Python
- Kubernetes experience, especially on the storage side (Persistent Volumes, CSI drivers, etc.)
- The ability to transform unstructured data into performant datasets across diverse storage backends including S3, GCS, and POSIX
- Experience with distributed data processing frameworks such as Apache Beam, Spark, or Flink
- [Nice-to-have] Familiarity with modern analytics tooling such as BigQuery, Airflow, or dbt
- Genuine excitement about AI. You follow the research, have opinions, and enjoy being in the weeds
- Comfort operating at the edge of what's known, with a desire to build something genuinely new rather than optimize what already exists
FULL-TIME EMPLOYEES AT COHERE ENJOY THESE PERKS:
- A weekly lunch stipend of $75/£75 or equivalent in your local currency for lunch.
- Full health and dental benefits, including a separate budget for mental health.
- RRSP matching, 401K, Pension Scheme.
- 100% Parental Leave top-up for up to 6 months, for either parent.
- Annual enrichment benefits:
Arts & culture, fitness/wellness, quality time, and a workspace improvement credit.
Education & learning stipend for conferences, courses, and coaching.
- 6 weeks of paid vacation (30 working days!)
- Budget for traveling to other offices if you are remote, plus an annual company offsite.
HOW AND WHERE WE WORK:
- Cohere is remote-friendly, but we also have offices in Toronto, London, New York City, San Francisco, Montreal, Paris, Berlin and Seoul with more opening soon.
- For those in the office: a daily lunch program, plenty of snacks, and regular community and social events.
- For those not near an office: a co-working benefit so you can work alongside others in your city.
- Everyone receives a $500 home office stipend to set up your workspace properly.
If any of the above doesn’t line up exactly with your experience, we still encourage you to apply.
We strive to create an inclusive work environment for all; we welcome applicants from all backgrounds and are committed to providing equal opportunities. Should you require any accommodations during the recruitment process, please submit an Accommodations Request Form https://docs.google.com/forms/d/12a6IrLdF3kI2nonKSr4tiFuz18rLQbaeYV-JM9L4o9Q/edit, and we will work together to meet your needs.
We may use AI-enabled tools to screen and assess applicants against the criteria for this position. This helps our recruiters identify potentially qualified candidates, but it doesn't limit the applications our recruiters may review or consider.
Beware of Scams: Cohere will never ask for payment or third-party services (e.g., CV writing) as part of our hiring process. All legitimate roles are listed on the Cohere careers page and LinkedIn only, with all communications from Cohere employees coming from an @cohere.com or @cw.cohere email alias. If jobs are viewed on other sites then please verify these through our official careers https://cohere.com/careers page.