Full-Time

Machine Learning Data Analyst

Posted on 10/25/2024

Keeper Security

Keeper Security

201-500 employees

Cybersecurity solutions for data protection

Cybersecurity

Junior, Mid

No H1B Sponsorship

Remote in USA + 1 more

More locations: El Dorado Hills, CA, USA

Hybrid schedule available for candidates in El Dorado Hills, CA or Chicago, IL.

Category
Data Science
AI & Machine Learning
Data Analysis
Data & Analytics
Required Skills
Microsoft Azure
Python
AWS
Pandas
Natural Language Processing (NLP)
NumPy
Selenium
Data Analysis
HTML/CSS
Google Cloud Platform
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 (Pandas, NumPy), and automation of data workflows.
  • Strong experience with web analysis tools (e.g., Selenium, BeautifulSoup) and a deep understanding of HTML and DOM structures for data extraction and preprocessing.
  • Familiarity with natural language processing (NLP) techniques such as tokenization, stop word removal, and lemmatization for text data preparation.
  • Experience generating synthetic datasets and using LLMs to supplement machine learning data.
  • Ability to collaborate effectively with ML Engineers and other technical teams.
  • Strong problem-solving skills and a meticulous approach to ensuring 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.
  • Due to this role’s involvement in GovCloud, all applicants must be a US Person.
Responsibilities
  • Own the end-to-end data collection, cleaning, and preprocessing process for HTML-based datasets used in machine learning applications.
  • 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 to meet model requirements.
  • Generate and augment synthetic datasets using LLMs to enhance training data balance and availability.
  • Analyze data using dimensionality reduction techniques (t-SNE, PCA, UMAP) 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 to ensure lineage, reproducibility, and scalability.
  • Create validation/data quality systems to ensure consistency and integrity across all datasets.

Keeper Security provides cybersecurity solutions aimed at protecting sensitive data for individuals and businesses. Its main product is a zero-knowledge security platform, which means that only users can access their stored data, ensuring high levels of privacy and security. This platform is designed to be scalable, allowing it to adapt to the needs of various organizations, from small businesses to large enterprises. Unlike many competitors, Keeper Security is recognized for its extensive audits and certifications, which enhance user trust. The company operates on a subscription-based model, offering different plans for personal, family, student, business, and enterprise use, including options for multi-year commitments that provide cost savings. The goal of Keeper Security is to deliver reliable data protection while ensuring continuous updates and support for its users.

Company Stage

Growth Equity (Venture Capital)

Total Funding

$58.6M

Headquarters

Chicago, Illinois

Founded

2011

Growth & Insights
Headcount

6 month growth

11%

1 year growth

24%

2 year growth

17%
Simplify Jobs

Simplify's Take

What believers are saying

  • Growing demand for zero-trust solutions boosts Keeper's market potential.
  • Partnerships with firms like Mike Morse Law Firm highlight Keeper's legal sector impact.
  • New Risk Management Dashboard enhances Keeper's cybersecurity management capabilities.

What critics are saying

  • AI-driven cyberattacks threaten password management solutions' effectiveness.
  • Remote work trends expand attack surfaces, challenging endpoint security.
  • Quantum computing could compromise current encryption standards, requiring new solutions.

What makes Keeper Security unique

  • Keeper Security offers a zero-knowledge security platform ensuring maximum privacy.
  • The company is highly certified, including SOC-2 and ISO 27001 certifications.
  • Keeper's subscription model provides continuous updates and tailored plans for diverse customer needs.

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