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Protecting Digital Lives
2 weeks ago
As a key member of our Dynamic Threat Defense team, you will play a vital role in protecting the digital lives of our customers.
Key Responsibilities:- Develop machine learning driven solutions for customer protection utilizing traditional ML, LLM, and Generative AI expertise.
- Identify opportunities to improve existing protection capabilities using supervised and unsupervised modeling techniques.
- Clean data, build data pipelines, and implement model monitoring dashboards and machine learning models.
- Conduct data mining and exploration on raw and cleaned data to uncover insights for data-driven decision making.
- Collaborate with stakeholders across the organization to identify opportunities utilizing big data from various sources.
- Utilize data visualization techniques and storytelling skills to convey research results and recommendations backed by data.
- Own data science projects, focusing on delivering solutions to address original problem statements and achieve success.
- Fine-tuning LLMs and classification is a key requirement.
- 5-7 years of experience building high-quality machine learning models.
- Mastery of Python, PySpark, R, SQL, and cloud platforms such as AWS, GCP, and Databricks.
- A Master's or PhD in Statistics, Data Science, Computer Science, or other quantitative field.
- Extensive experience working with international teams and strong problem-solving skills.
