About Workwarp
At Workwarp, we're revolutionizing the way organizations approach data-driven decision-making. Our innovative AI & Threat Analytics team is at the forefront of this revolution, harnessing the power of machine learning and data analysis to stay ahead of emerging threats. As a key member of our team, you'll have the opportunity to work on cutting-edge projects, collaborate with talented professionals, and contribute to the development of our autofill classification models.
Job Overview
We're seeking a highly skilled and motivated Data Analyst to join our AI & Threat Analytics team. This pivotal role involves overseeing, optimizing, and analyzing data sets to advance our autofill classification models. As a remote Data Analyst, you'll have the flexibility to work from anywhere, 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. Our team is dedicated to fostering a culture of innovation and collaboration, providing you with the support and resources needed to succeed.
Company Culture and Values
We're committed to fostering a diverse and inclusive environment that promotes collaboration and innovation, ensuring all employees feel valued and respected. Our team is passionate about making a positive impact, and we're looking for like-minded individuals to join us on this journey.
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.
Why Join Us?
We're a dynamic and innovative organization that's passionate about making a positive impact. As a member of our team, you'll have the opportunity to work on cutting-edge projects, collaborate with talented professionals, and contribute to the development of our autofill classification models. We're committed to fostering a culture of innovation and collaboration, providing you with the support and resources needed to succeed.
Apply Now
Seize this opportunity to make a significant impact. Apply now and take the first step towards a rewarding new role.
Apply Now
Apply Now