Data Scientist
Company: ZwillGen
Location: Washington
Posted on: May 24, 2025
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Job Description:
Data Scientist
Location: Washington, DC, Chicago, IL, New York, NYAbout
ZwillGenZwillGen is a boutique law firm representing some of the
biggest names in technology on a wide range of internet-related
legal issues, including cybersecurity, privacy, government
surveillance, alternative data, litigation, and fantasy sports.We
offer a hardworking yet casual and collaborative work environment
that sets us apart from large law firms. At ZwillGen, we have
casual attire, on-site massages, snacks and beverages, an on-site
gym in our DC office, and a monthly perks program. Our culture
prioritizes work-life balance, mutual respect, and inclusivity,
with weekly firm meetings that bring everyone together.About the
RoleWe are looking for a data scientist to help our clients
identify, design, evaluate, and monitor their AI models - from
product design to deployment and all points of data collection and
management. You'll be working as part of a team including both
other data scientists and lawyers to support a broad range of
efforts at the intersection of technology and law. In this
position, you'll help craft technically-sound AI and data
governance practices as well as test whether companies have
effectively implemented model validation, bias mitigation,
deidentification, and other quantitative methods of assessing AI
integration into commercial products and services. Close
collaboration and strong communication are central to our work, in
addition to a deep understanding of the statistical and technical
requirements of AI engineering.Key Responsibilities
- Assess AI systems with respect to AI governance frameworks, ensuring compliance with evolving legal and regulatory standards.
- Evaluate machine learning models for performance, fairness, and bias mitigation, applying quantitative methods to validate AI integration.
- Conduct statistical analysis to assess AI decision-making and its compliance with ethical and legal guidelines.
- Collaborate with legal teams to translate technical findings into actionable legal and policy recommendations.
- Assist clients in developing and implementing deidentification techniques to enhance data privacy.
- Stay up to date with emerging trends in AI regulation, model
auditing, red teaming, and data security.Qualifications &
Experience
- Master's or Ph.D. in Data Science, Statistics, Computer Science, AI, or a related field.
- Strong expertise in machine learning, statistical analysis, and algorithmic bias detection.
- Experience with AI model development, validation, explainability, and risk mitigation techniques, including for large language models (LLMs).
- Strong proficiency in Python data science stack (e.g., NumPy, Pandas, scikit-learn) for quantitative analysis and experience with AI/ML frameworks (TensorFlow, PyTorch, scikit-learn, etc.).
- Excellent communication skills with the ability to work
collaboratively across technical and legal teams.Preferred
Qualifications
- Hands-on experience training or fine-tuning LLMs using libraries like PyTorch or TensorFlow.
- Experience with LLM evaluation, prompt engineering, and explainability techniques.
- Familiarity with bias and fairness-related testing methodology (for both predictive and generative AI), including relevant metrics and benchmarks.
- Direct experience with conducting AI system audits, AI red teaming, or other adversarial testing.
- The ability to balance independent work and close collaboration; strong initiative and creative approaches to new situations and challenges is a plus.
- Familiarity with legal and ethical AI principles, including
GDPR, CCPA, and emerging AI regulations.Compensation &
BenefitsZwillGen is committed to pay transparency in accordance
with applicable wage laws. The salary range for this position is
$110,000 - $160,000 annually, based on qualifications, skills, and
level of experience.We offer a comprehensive benefits package,
including:
- Medical, dental, and vision insurance
- 401(k) retirement plan
- Paid time off and parental leave
- Short-term and long-term disability coverage
- Eligibility for the firm's Perks! fringe benefit program
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Keywords: ZwillGen, Franconia , Data Scientist, Other , Washington, Virginia
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