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Data Scientist II

Data Scientist II

ScribdDallas, TX, United States
Hace 1 día
Tipo de contrato
  • A tiempo completo
Descripción del trabajo

Data Scientist II

We are seeking a Data Scientist II with experience developing and deploying machine learning models. You will help design and implement high impact AI and ML systems. We work in cross-functional teams collaborating with Machine Learning Engineers, Data Engineers and Product. We are seeking a curious and collaborative individual with an eye for simplicity, end-end visibility and impact and that is excited about building models using massive amounts of data, using language models and deploying models.

Responsibilities :

  • Focus on a variety of content classification use cases, leveraging everything from traditional NLP to sophisticated LLMs and generative models
  • Investigate methods of solving our most challenging problems at Scribd, at scale
  • Collaborate with other Data Scientists, Machine Learning Engineers and ML Data Engineers on cross-functional projects
  • Leverage any algorithm at your disposal : from classical Scikit-learn and NumPy models to custom Neural Networks in PyTorch to third party LLM APIs
  • Process massive amounts of data with Python, SQL and Spark
  • Align with stakeholders through written and verbal communications methods on the approaches and results of projects, while writing detailed, accurate and concise project documentation

Requirements :

  • 3+ years of post qualification experience developing machine learning models, working with systems at scale and deploying to production environments.
  • Proficiency in Python.
  • Hands-on experience building ML pipelines and working with distributed data processing frameworks like Apache Spark, Databricks, or similar.
  • Intermediate level in at least three of these fields : classification algorithms, natural language processing, search, information retrieval, named entity recognition, deep learning, generative models.
  • Intermediate level or greater experience with SQL or PySpark.
  • Bachelors or Masters in relevant quantitative discipline including but not limited to Statistics, Computer Science, Data Science, Artificial Intelligence or another field with a strong quantitative focus.
  • At Scribd, your base pay is one part of your total compensation package and is determined within a range. Our pay ranges are based on the local cost of labor benchmarks for each specific role, level, and geographic location. San Francisco is our highest geographic market in the United States. In the state of California, the reasonably expected salary range is between $118,000 to $184,000. In the United States, outside of California, the reasonably expected salary range is between $97,000 to $175,000. In Canada, the reasonably expected salary range is between $123,000 CAD to $164,000 CAD. We carefully consider a wide range of factors when determining compensation, including but not limited to experience; job-related skill sets; relevant education or training; and other business and organizational needs. The salary range listed is for the level at which this job has been scoped. In the event that you are considered for a different level, a higher or lower pay range would apply. This position is also eligible for a competitive equity ownership, and a comprehensive and generous benefits package.

    Working at Scribd, Inc.

    Are you currently based in a location where Scribd is able to employ you? Employees must have their primary residence in or near one of the following cities. This includes surrounding metro areas or locations within a typical commuting distance :

    United States : Atlanta | Austin | Boston | Dallas | Denver | Chicago | Houston | Jacksonville | Los Angeles | Miami | New York City | Phoenix | Portland | Sacramento | Salt Lake City | San Diego | San Francisco | Seattle | Washington D.C.

    Canada : Ottawa | Toronto | Vancouver

    Mexico : Mexico City

    Benefits, Perks, and Wellbeing at Scribd :

  • Healthcare Insurance Coverage (Medical / Dental / Vision) : 100% paid for employees
  • 12 weeks paid parental leave
  • Short-term / long-term disability plans
  • 401k / RSP matching
  • Onboarding stipend for home office peripherals + accessories
  • Learning & Development allowance
  • Learning & Development programs
  • Quarterly stipend for Wellness, WiFi, etc.
  • Mental Health support & resources
  • Free subscription to the Scribd Inc. suite of products
  • Referral Bonuses
  • Book Benefit
  • Sabbaticals
  • Company-wide events
  • Team engagement budgets
  • Vacation & Personal Days
  • Paid Holidays (+ winter break)
  • Flexible Sick Time
  • Volunteer Day
  • Company-wide Employee Resource Groups and programs that foster an inclusive and diverse workplace.
  • Access to AI Tools : We provide free access to best-in-class AI tools, empowering you to boost productivity, streamline workflows, and accelerate bold innovation.
  • Scribd is committed to equal employment opportunity regardless of race, color, religion, national origin, gender, sexual orientation, age, marital status, veteran status, disability status, or any other characteristic protected by law. We encourage people of all backgrounds to apply, and believe that a diversity of perspectives and experiences create a foundation for the best ideas. Come join us in building something meaningful.

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