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Senior Data Scientist- Operational Efficiency

Hybrid

Added
19 days ago
Type
Full-time
Salary
$140K - $170K

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HUMAN was founded in 2012 in a Brooklyn sci-fi bookstore by Tamer Hassan, Michael Tiffany, Dan Kaminsky, and Ash Kalb. Our humble beginnings led to the creation of the Human Defense Platform, the backbone of all our products that safeguards enterprises from sophisticated bots, fraud, and account abuse. Today we verify the humanity of more than 20 trillion interactions per week for some of the largest companies and internet platforms.

Our hacker roots still permeate everything we do. You will be a part of the HUMAN front line in our commitment to protecting companies (and in turn, their customers) from both revenue and reputation risk caused by digital attacks. However, HUMAN is not the center of this story. Humans like yourself are. We firmly believe in putting people first. This approach spans our extensive total rewards package, inclusive of competitive compensation, benefits, stipends - as well as our day-to-day culture - to ensure every human is empowered to do the best work of their life. We want to hear about the marathon you’re training for. We want to see pictures of your pets. We want to know your favorite robot (we have many).

Even if you’re not a conventional “hacker” we can assure you that you are a hacker in your own right. We want to work with people like you who break down problems to build up better solutions. That’s what makes us HUMAN.You’ll be joining us at an exciting moment in the HUMAN story: we joined forces with PerimeterX in a market-changing merger, as well as recently acquired clean.io to enhance the Human Defense Platform. Together under the HUMAN brand, we will disrupt the economics of cybercrime. We hope you can join us in that mission.

The Operational Efficiency team at HUMAN is dedicated to protecting the internet by disrupting the economics of cybercrime. Our team of data scientists builds automation and capabilities as we evolve from reactive manual intervention to proactive automated solutions. We use the latest machine learning techniques to effectively disrupt threats and protect our customers, while also giving our analysts superhuman

capabilities.We’re looking for a Data Scientist to join our team to stay two steps ahead of the most advanced botters on the internet. This role is at the intersection of data, technology, and business as we aspire to deeply understand how actors are perpetrating schemes and develop a powerful product to delight our customers.

What you'll do:

  • Build upon existing automation and DS platforms to automate reactive and proactive actions to detect and disrupt novel bot attacks.
  • Devise techniques that leverage the signals we collect to produce robust automated fraud detection techniques, using meticulous experimentation to find techniques that are difficult for bad actors to adapt around.
  • Support experiments that demonstrate the value of our emerging automation solutions by highlighting anomalies consistent with fraud.
  • Be an active participant in team responsibilities, including reviewing other data scientists’ work prior to launching new detection rules/algorithms, our ‘sheriffing’ process where we proactively monitor anomalies arising in our systems and taking part in ‘tech-debt days’ to keep our codebase clean and healthy.
  • Contribute to our growing DS toolsets, that ‘creating tau’ (disproportionate leverage) by accelerating our team’s ability to find fraud, automating cumbersome tasks, and creating novel methodologies. by empowering the other humans around you.
  • Who you are:

  • You have experience solving large-scale, data-intensive problems in production systems (we process trillions of events per day, so literacy with large datasets is a must!).
  • You can explain the nuances of different statistical modeling approaches and make informed decisions on which to use, whilst also having the engineering awareness of the realities of shipping working code to customers.
  • You are proficient with Python and SQL and familiar with related tools, libraries and platforms (e.g. Pydantic, Jupyter, Pandas, NumPy etc). You are fluent in Object Oriented development and have strong debugging skills.
  • You have a good sense of ownership which drives you to find ways to do things better, faster, and leaner; you hold yourself accountable for the quality and accuracy of your work
  • You have experience working on cross-functional projects, with multiple stakeholders; and following SDLC best practices: project management, version control, unit testing, and CI/CD
  • Level of Experience - Senior, 5-7 years of experience
  • Additional Information

    The base pay range for this position is $135,000- $170,000 which can include additional on-target commission pay/bonus.

    The base pay offered may vary depending on location, job related knowledge, skills, and experience.Stock options and other incentive pay may be provided as part of the compensation package, in addition to a full range of medical, financial, and/or other benefits, depending on the position ultimately offered.

    HUMAN prides itself on being an equal opportunity workplace. We firmly believe in putting people first regardless of who you are, where you come from, how you identify, or who your favorite robot is (we have many). We are on a mission to protect the integrity of the internet for everyone, so we welcome all individuals to come to share their unique experiences and perspectives as we fight against cybercrime together!

    With Humans located in all parts of the world, we’ve fully embraced our diversity of thought and are always looking for innovative ways to connect with one another - even in virtual reality! Although New York City is our HQ, we have teams in Tel Aviv, Israel; London, UK; Victoria, Canada; San Mateo, CA; Miami, FL; and Virginia.

    We trust our Humans in choosing where they work and how they work. The total rewards package we provide reflects our commitment to our Humans’ personal career development, which includes annual stipends for home office setup, wellbeing, and learning & development. We also offer weekly lunches, dedicated time off, no-meeting Fridays (for our U.S. and Intl. based HUMANs), HUMAN days, and so much more.

    We’re constantly trying to anticipate the needs of our Humans to ensure each one of us is equally prepared to do some of the best work of our life. Taking care of one another is part of the HUMAN experience and how we build true HUMAN connections.

    If you are an individual with a disability or special need that requires accommodation, please contact us directly.

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