Senior Research Scientist - Dark Web Monitoring

September 16

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Pindrop

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anti-fraud • phone fraud • fraud • authentication • call center authentication

201 - 500

Description

• Conduct experimental studies on various natural language processing and machine learning tasks to assess accuracy and quality of pre-existing models • Develop and improve dark web/net monitoring tools and integrate it into NLP pipeline for extracting intelligent data • Help the transition of research models into production on different platforms • Conduct proof-of-concept experiments on lab and customer data • Publish patents and peer-reviewed papers in top machine learning conferences • Help your teammates in reviewing their research projects • Propose new ML models that improve Pindrop products

Requirements

• Master and/or PhDs in a quantitative field (Computer Science, Mathematics, Engineering, Artificial Intelligence, etc.) required • 3+ years of professional experience as a researcher in natural language processing, authorship verification, language models and/or generative AI required • 2+ years of experience in dark web/net monitoring required • Experience with dark web monitoring tools such as Pastebin, Telegram, and Message Board required • Expertise in accessing Dark Web, Data Scraping, Extracting Data and Language Translation • Experience with natural language processing (NLP) required • Strong Python skills • Experience with ML frameworks: PyTorch, TensorFlow, Keras • Proven track record of peer-reviewed publications at prestigious conferences and journals. • Proven track record of successful and timely project delivery • Strong collaboration & proven success in partnering with stakeholders • Preferably, you have experience with NLP competitions and challenges (PAN, Kaggle, NIST SRE, Chime, etc.) • Preferably, you have deep knowledge authentication, fraud, or customer experience concepts • Preferably, you have experience communicating with internal and external customers around proof-of-concepts, issues, etc.

Benefits

• Competitive compensation, including equity for all employees • Unlimited Paid Time Off (PTO) • 4 company-wide rest days in 2024 where the entire company rests and recharges! • Generous health and welfare plans to choose from - including one employer-paid “employee-only” plan! • Best-in-class Health Savings Account (HSA) employer contribution • Affordable vision and dental plans for you and your family • Employer-provided life and disability coverage with additional supplemental options • Paid Parental Leave - Equal for all parents, including birth, adoptive & foster parents • One year of diaper delivery for your newest addition to the family! It’s our way of welcoming new Pindroplets to the family! • Identity protection through Norton LifeLock • Remote-first culture with opportunities for in-person team events • Recurring monthly home office allowance • When we need a break, we keep it fun with happy hours, ping pong and foosball, drinks and snacks, and monthly massages! • Remote and in-person team activities (think cheese tastings, chess tournaments, talent shows, murder mysteries, and more!) • Company holidays • Annual professional development and learning benefit • Pick your own Apple MacBook Pro • Retirement plan with competitive 401(k) match • Wellness Program including Employee Assistance Program, 24/7 Telemedicine