Remote Data Analyst - AI & Threat Analytics Team
Job Title: Data Analyst - AI & Threat Analytics Team - Remote
Job Overview
We are seeking a highly skilled and motivated Data Analyst to be a key member of our innovative AI & Threat Analytics team. In this pivotal role, you will play an essential part in advancing our autofill classification models by overseeing, optimizing, and analyzing data sets. This position is entirely remote, with the option for a hybrid work arrangement for candidates in the El Dorado Hills, CA, or Chicago, IL, metropolitan areas.
Key Responsibilities
?? Take complete ownership of the data lifecycle including collection, cleaning, and preprocessing for HTML-based datasets utilized in machine learning applications.
?? Employ web analysis tools to extract and organize data from DOM environments for effective model training and validation.
?? Collaborate with machine learning engineers to facilitate feature engineering experiments, producing training datasets that align with model specifications.
?? Create and enhance synthetic datasets using large language models (LLMs) to improve the balance and accessibility of training data.
?? Analyze data with dimensionality reduction techniques such as t-SNE, PCA, and UMAP to evaluate feature strengths and enhance dataset quality.
?? Streamline data workflows through automation to facilitate efficient data processing and transformation.
?? Develop and maintain comprehensive documentation for data workflows, ensuring lineage, reproducibility, and scalability.
?? Establish validation and data quality systems to guarantee consistency and integrity across all datasets.
Required Skills
?? Minimum of 2 years of professional experience as a Data Analyst, preferably within a cybersecurity or machine learning context.
?? Proficiency in Python for data manipulation and analysis (utilizing libraries like Pandas and NumPy) and automation of data workflows.
?? Strong familiarity with web analysis tools (e.g., Selenium, BeautifulSoup) and a thorough understanding of HTML and DOM structures for data extraction.
?? Knowledge of natural language processing (NLP) techniques such as tokenization, stop word removal, and lemmatization.
?? Experience in generating synthetic datasets and utilizing LLMs to supplement machine learning data.
?? Ability to collaborate effectively with machine learning engineers and technical teams.
?? Strong analytical and problem-solving abilities with a diligent focus on data quality and governance.
?? Familiarity with cloud platforms (AWS, GCP, Azure) for data storage and processing.
?? Bachelor??s degree in Data Science, Statistics, Computer Science, or a related field, or equivalent experience.
?? All applicants must be U.S. Persons due to the role??s involvement in GovCloud.
Career Growth Opportunities
This position offers substantial opportunities for professional growth within the AI and threat analytics sector, allowing you to enhance your skillset and advance your career within a leading organization.
Company Culture and Values
We are dedicated to fostering a diverse and inclusive environment that promotes collaboration and innovation, ensuring all employees feel valued and respected.
Compensation And Benefits
?? Comprehensive medical, dental, and vision insurance (including coverage for domestic partnerships).
?? Employer-paid life insurance and employee/spouse/child supplemental life insurance.
?? Voluntary short/long-term disability insurance.
?? 401(k) plan with both Roth and traditional options available.
?? Generous paid time off (PTO) plan acknowledging your commitment and seniority, which includes paid bereavement and jury duty leave.
?? Competitive annual bonuses.
We encourage diverse candidates to apply and are committed to maintaining an inclusive workplace.
Employment Type: Full-Time
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