人才库【远程/成都/免费推荐】30K-50K/13薪/高级数据工程师/机器学习方向/自动化招聘领域

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此岗位已委托电鸭社区【人才库】进行候选人推荐

⚠️ 人才库职位编号:411

注:此职位为成都同城远程,不能常驻成都勿扰。

Introduction

We are a SaaS company that addresses the top pain point of the local businesses around you: hiring, managing, and retaining qualified workers. We are a mission-based organization that enables these local businesses to hire faster with texting, cutting their time to engage, hire, and onboard hourly workers in half. There are 2.7 billion hourly workers, who make up 80% of the global workforce, but they've been heavily underserved by technology and deserve better.

Our customers include leading brands from multiple sectors, including McDonald's, Burger King, Jamba Juice, 7-Eleven, Uber, and FedEx. At series B, we are quickly expanding our product portfolio. We are backed by legendary VCs and industry experts like Founders Fund, BOND, and Coatue.

We are looking for someone that can grow with our team over time. You have a scrappy, handson attitude to hit the ground running.

我们同时也在招聘全栈开发Mobile App开发

The role

We are in search of a seasoned Data Engineer who has a strong background in Machine Learning Engineering. In this unique role, you will primarily focus on data engineering tasks while leveraging your ML expertise to collaborate with data scientists for model deployment. The ideal candidate is someone who excels in building robust data infrastructures and also has a proven track record in helping data teams deploy machine learning models in real-world environments. You'll be working hand-in-hand with our platform team, supporting and maintaining our data infrastructure, and concurrently assisting data scientists in model deployment and monitoring.

Day in the Life

● Design, build, and maintain efficient, reliable, and complex ETL pipelines to process and analyze large volumes of data from various sources.

● Develop and enhance our data lakehouse, driving data quality across departments and building self-service tools for analysts.

● Define, build, and own data architecture for a trusted, governed, dimensionally-modeled repository of data.

● Collaborate with cross-functional teams including data scientists to assist in deploying and monitoring machine learning models in production environments.

● Help data scientists develop and maintain ML API services for seamless integration into the company's infrastructure.

● Apply knowledge of real-time, streaming, and batch processing concepts to optimize model performance and data handling.

● Participate in code and design reviews to maintain high development standards.

Who You Are

● Bachelor's/Master's degree in Computer Science, Data Science, or a related quantitative field.

● Proficiency in Python and software engineering.

● Proven experience as a Data Engineer, with a solid understanding of SQL, and Big Data technologies.

● Expertise in containerization and orchestration technologies like Docker and Kubernetes.

● Knowledge of vector stores, databases, and data warehousing concepts.

● Experience in deploying, and monitoring ML API services using Flask or FastAPI.

● Strong project management skills, with the ability to collaborate effectively with cross-functional teams.

Preferred Qualifications

● Experience with Hevo Data or other streaming vendors(Fivetran, Airbyte, DMS)

● Experience with DBT

● Experience with Snowflake or Redshift

● Experience with orchestration tools such as Airflow

● Experience with data catalog solutions such as Atlan

● Experience with Metaflow is a plus

● Experience with cloud platforms such as AWS, GCP, or Azure

● Experience with specialized ML serving tools like Bento, Seldon Core, Hugging Face Inference, Sagemaker Endpoints is a plus.

薪资待遇

  • 月薪30K-50K/13薪,根据个人能力而定;

  • 暂时通过第三方代扣代缴,也可以选择美金发放社保自理,成都分公司正在筹备中,成立后将由公司直接缴纳社保

面试流程

  1. 线上online测试

  2. 2轮线下面(成都)

如何申请

  • 此岗位已委托电鸭社区【人才库】进行候选人推荐;职位编号:411。

  • 初次申请的同学,点击下方“申请该职位”,连同简历一起提交至人才库即可,一次提交,长期推荐。

  • 之前已加入人才库的同学,点击下方“申请该职位”,填写本次申请理由,直接提交即可。

  • 提交后,请下载电鸭APP,最晚3个工作日内,可收到关于此次申请的消息及通知。

  • 本次申请没有成功的,也不用灰心,人才库之后会继续推荐更适合你的远程机会。

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现在还招吗?谢谢

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想问下 贵司是想找人建设机器学习平台 类似与腾讯音乐开源的https://github.com/tencentmusic/cube-studio 或者滴滴开源的https://github.com/apache/submarine嘛