**Experienced Full Stack Machine Learning Data Analyst – AI & Threat Analytics | Remote Work Opportunity**

Are you a highly motivated and detail-oriented Machine Learning Data Analyst with a passion for driving innovation in the AI and cybersecurity sectors? Do you thrive in a dynamic, collaborative environment where you can leverage your technical expertise to make a significant impact? If so, we invite you to join our innovative AI & Threat Analytics team at Workwarp as a Full Stack Machine Learning Data Analyst. **Job Highlights:** * **Position:** Full Stack Machine Learning Data Analyst * **Compensation:** A competitive salary * **Start Date:** Immediate openings available * **Location:** Remote * **Company:** Workwarp **Job Overview:** At Workwarp, we are committed to pushing the boundaries of AI and cybersecurity innovation. As a key member of our AI & Threat Analytics team, you will play a pivotal role in advancing our machine learning models through effective data management, optimization, and analysis. This fully remote position offers the flexibility to work from anywhere, with a hybrid schedule available for candidates based in the El Dorado Hills, CA, or Chicago, IL areas. **Key Responsibilities:** * **Data Collection, Cleaning, and Preprocessing:** Oversee the end-to-end process of data collection, cleaning, and preprocessing for datasets utilized in machine learning applications, ensuring high-quality data for model training and validation. * **Web Analysis and Data Extraction:** Employ web analysis tools to extract and structure data from DOM environments, facilitating model training and validation. * **Feature Engineering and Experimentation:** Collaborate with machine learning engineers to design and execute feature engineering experiments, generating training datasets aligned with model specifications. * **Synthetic Dataset Development:** Develop and enhance synthetic datasets using large language models (LLMs) to ensure a diverse and well-rounded set of training data. * **Dimensionality Reduction and Data Quality:** Utilize dimensionality reduction techniques (e.g., t-SNE, PCA, UMAP) to examine data patterns and enhance dataset quality, ensuring robust data validation and quality control systems. * **Data Workflow Automation:** Streamline data workflows through automation for efficient data processing, manipulation, and transformation. * **Documentation and Knowledge Sharing:** Document data workflows, methodologies, and processes, ensuring clarity, reproducibility, and scalability, and sharing knowledge with the team to foster a culture of innovation. **Required Skills:** * **Data Analysis and Automation:** A minimum of 2 years of experience as a Data Analyst, preferably in a cybersecurity or machine learning context, with proficiency in Python for data analysis and automation, and practical expertise in libraries such as Pandas and NumPy. * **Web Analysis and HTML/DOM Understanding:** Strong background with web analysis tools (e.g., Selenium, BeautifulSoup) and a deep understanding of HTML and DOM structures. * **Natural Language Processing (NLP):** Knowledge of NLP techniques such as tokenization, stop word removal, and lemmatization for text data preparation. * **Synthetic Dataset Generation and LLMs:** Experience in generating synthetic datasets and employing LLMs to enhance machine learning data. * **Collaboration and Communication:** Capacity to collaborate efficiently with machine learning engineers and other technical teams, with excellent problem-solving abilities and a meticulous approach to data quality and governance. * **Cloud Platforms:** Familiarity with cloud platforms (AWS, GCP, Azure) for data storage and processing. **Qualifications:** * **Education:** Bachelor's degree in Data Science, Statistics, Computer Science, or a related field, or equivalent professional experience. * **U.S. Person Classification:** Due to the nature of this role's involvement with GovCloud, all applicants must be classified as a U.S. Person. **Career Growth Opportunities:** At Workwarp, we are committed to fostering a culture of professional development and continuous learning, providing our employees with the resources needed to advance their careers while working on impactful projects in the AI and cybersecurity sectors. **Company Culture and Values:** We pride ourselves on our culture of innovation and collaboration. Our team is dedicated to creating an inclusive workplace where diversity is celebrated, and all employees feel valued and supported. **Compensation and Benefits:** * **Comprehensive Medical, Dental, and Vision Insurance:** Including domestic partnership coverage. * **Employer-Sponsored Life Insurance:** And additional options for employee/spouse/child supplemental life insurance. * **Voluntary Short/Long-Term Disability Insurance:** Providing peace of mind for our employees. * **401(k) Plan:** With Roth and traditional investment options. * **Generous Paid Time Off (PTO):** Including bereavement and jury duty leave. * **Competitive Annual Bonuses:** Recognizing our employees' hard work and dedication. If you are a motivated individual ready to contribute to a thriving team, we encourage you to apply now! We are excited to review your application and explore how you can make a significant impact at Workwarp. Apply for this job