Required Senior Data Scientist - Remote
Job Description
You'll be helping us bring ML projects from the research phase to the end where the model is in production serving customers. You'll identify attacks/threats from network data and identify the attacks or mitigate these threats for our customers. You will help us protect millions of people each day.
In this role you will be:
Modeling, designing, implementing, production, and operating machine learning models, including Large Language Models, and pipelines at scale.
Applying analytical and math/statistics skills to understand the data, to ensure model results are coherent and reliable.
Solving complex real-world business problems by working closely with various stakeholders including data scientists, and product managers.
Providing high-quality support to all researchers in the lab and our user community.
Collaborating work in multiple project team environments.
Presenting project proposals or results to stakeholders.
Requirements: 3+ years of experience with ML, DL, large language model inference and fine-tuning techniques, vector DB, and RAG.
Experience in designing ML pipelines, including model versioning, model deployment, model testing, and monitoring.
Experience with Software engineering fundamentals, including coding, testing, continuous integration, and continuous delivery/continuous deployment (CI/CD) and deployment.
Experience in writing robust API interfaces with design principles applied in languages including Python and Scala.
Experience in using SQL/NoSQL databases, distributed data processing, event messaging, containers, and ML automation.
Be fluent in written and spoken English.
Experience with Google Cloud (or other public cloud).
This position is open to all candidates.