Data Science Innovator
6 days ago
X is Alphabet's innovation engine with a mission to turn breakthrough-technology ideas into the foundations for large, sustainable businesses. Our approach combines the speed and ambition of a startup with the research-driven mindset of a university.
Role OverviewWe're seeking an experienced applied machine learning engineer to join our team focused on developing and refining large language models for various applications. As a key member of this team, you will design, implement, and deploy scalable and efficient data pipelines using Google Cloud Platform tools like Vertex AI. Your expertise in MLOps tasks, such as deploying and versioning ML models in production environments, will be instrumental in ensuring the success of our projects.
Main Responsibilities- Develop and train large language models for product use cases, leveraging state-of-the-art techniques and domain-specific knowledge.
- Design and implement robust, automated software using horizontally scalable components, focusing on performance, security, and maintainability.
- Collaborate with cross-functional teams, including engineers, product managers, and domain experts, to refine and iterate on technologies.
- Work closely with domain experts to fine-tune SOTA models and apply your knowledge and expertise to come up with and implement novel and impactful ideas.
- Bachelor's or Master's degree in Computer Science or equivalent practical experience.
- 7+ years of experience developing and training ML models for product use cases.
- Proficiency in MLOps tasks, including deploying and versioning ML models in production environments and monitoring their performance.
- Experience building data pipelines using tools like Beam, Dataflow, Flume, Flink, Hadoop, and Spark.
- Strong proficiency in coding with Python, Golang, or other equivalent languages.
- Experience applying LLMs for large-scale document processing, including annotation, entity extraction, etc.
- Experience in ML modeling using TensorFlow, PyTorch, or Jax/Flax.
- Experience working in start-up-like environments.
The estimated annual salary for this role is between $160,000 and $210,000, depending on work location and additional factors. We also offer a range of benefits, including bonuses and comprehensive health insurance.
X is committed to equal employment opportunity and welcomes qualified applicants from diverse backgrounds.
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