Published: Wed, 30 Oct 2024 22:50:32 GMT
Position: Machine Learning Data Analyst
Location: Remote with hybrid schedule option for candidates in El Dorado Hills, CA or Chicago, IL metro area
Company: Keeper Security, Inc.
About the Company:
Keeper Security, Inc. is a trusted cybersecurity software company with a global presence. Our software is used by millions of individuals and thousands of organizations across 21 languages and over 120 countries. We are committed to providing affordable and easy-to-use solutions that are built on a foundation of zero-trust and zero-knowledge security to protect every user on every device.
About the Role:
We are seeking a highly motivated and experienced Data Analyst to join our AI & Threat Analytics team. In this role, you will be responsible for managing, optimizing, and analyzing datasets to drive the development of our autofill classification models. This is a critical role in our ML initiatives and requires a deep understanding of HTML and DOM structures, as well as experience with web analysis tools and NLP techniques. This is a 100% remote position with the opportunity for a hybrid schedule for candidates based in the El Dorado Hills, CA or Chicago, IL metro area.
Responsibilities:
– Own the entire lifecycle of data collection, preprocessing, and management for machine learning models using HTML-based datasets.
– Utilize web analysis tools to extract and structure data from DOM environments for model training and validation.
– Collaborate with ML Engineers to support feature engineering experiments and produce training datasets.
– Generate and augment synthetic datasets using LLMs to enhance training data balance and availability.
– Analyze data using dimensionality reduction techniques to explore feature strengths and improve dataset quality.
– Automate data workflows to streamline data processing, manipulation, and transformation.
– Develop and maintain comprehensive documentation for data workflows, processes, and methodologies.
– Create validation/data quality systems to ensure consistency and integrity across all datasets.
Requirements:
– 2+ years of professional experience as a Data Analyst, preferably in a cybersecurity or ML-focused environment.
– Proficiency in Python for data manipulation, analysis, and automation.
– Strong experience with web analysis tools and a deep understanding of HTML and DOM structures.
– Familiarity with NLP techniques for text data preparation.
– Experience generating synthetic datasets and using LLMs to supplement machine learning data.
– Ability to collaborate effectively with technical teams.
– Strong problem-solving skills and a meticulous approach to ensuring data quality and governance.
– Familiarity with cloud platforms for data storage and processing.
– Bachelor’s degree in Data Science, Statistics, Computer Science, or a related field, or equivalent experience.
Benefits:
– Medical, Dental & Vision coverage.
– Employer-paid life insurance and supplemental life insurance options.
– Voluntary short and long-term disability insurance.
– 401k with Roth and Traditional options.
– Generous PTO plan.
– Above-market annual bonuses.
– Equal opportunity employer and participant in the U.S. Federal E-Verify program.
– Committed to creating an inclusive environment for all employees.
Classification: Exempt
About the Company:
Keeper Security, Inc. is an Insight Partners’ portfolio company and the creator of PC Magazine’s Best Password Manager for 2019, 2020, and 2021. We are dedicated to transforming the way individuals and businesses protect their passwords and sensitive digital assets. Our platform is both SOC 2 and ISO 27001 Certified and utilizes best-in-class encryption to safeguard our customers.
Join our fast-growing cybersecurity company and make a difference in the fight against cyber threats. Apply now to be part of our team! Apply link
