Data Scientist, Genai

Meta Platforms, Inc. San Francisco , CA 94118

Posted 4 days ago

As a Data Scientist, you will collaborate on a wide array of product and technical problems with a diverse set of cross-functional partners across Product, Engineering, Research, Data Engineering, Finance and others. You will use data and analysis to identify and solve product development's biggest challenges.

You will influence product strategy and investment decisions with data, be focused on impact, and collaborate with other teams. By joining Meta, you will become part of a world-class analytics community dedicated to skill development and career growth in analytics and beyond. One of our company priorities is to lead in AI by developing market-leading models across modalities (text, photo, video, voice). A crucial ingredient for success is being able to understand how our models are performing - to benchmark against competitors, understand performance wins and gaps so we can adjust training/development, inform leadership investment decisions, support open-source rollouts, etc.

As we scale and develop models with capabilities across modalities, there is a huge amount of work needed to improve our evaluations framework. This DS will lead that work with partners in Research, Infra, Policy to both operationalize and scale our existing model evaluations so they are easily reproducible, and to develop new frontier evaluations to help us measure new capabilities. You will be part of the AI Foundations pillar within the Gen AI product group.

This team owns both developing foundational State of the Art Gen AI technology. Product leadership: You will use data to shape development, quantify new opportunities, identify upcoming challenges, and ensure the products we build bring value to people, businesses, and Meta.

You will help your partner teams prioritize what to build, set goals, and understand their product's ecosystem. Analytics: You will guide teams using data and insights. You will focus on developing hypotheses and employ a diverse toolkit of rigorous analytical approaches, different methodologies, frameworks, and technical approaches to test them.

Communication and influence: You won't simply present data, but tell data-driven stories. You will convince and influence your partners using clear insights and recommendations. You will build credibility through structure and clarity, and be a trusted strategic partner.

Data Scientist, GenAI Responsibilities

  • Leverage internal tools and external APIs to run existing evaluations on Llama models and key competitors to benchmark our performance against the competition.

Work to operationalize and standardize the evaluation process to make it faster and more reliable. Consult with DE on data infra/dashboarding and building eval datasets

Extract insights from evaluations and competitor comparisons to feed back into model training and development

Work with research to develop new frontier evals, both to measure new modalities/capabilities (e.g., agentic models, speech generation, video generation) and to better assess core existing capabilities like coding, math, general knowledge

Do foundational work to assess how we can measure AGI

Minimum Qualifications

  • Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience.
    7+ years of work experience leading analytics work in IC capacity, working collaboratively with Engineering and cross-functional partners, and guiding data-influenced product planning, prioritization and strategy development

Experience working effectively with multiple stakeholders and cross-functional teams, including Engineering, PM/TPM, Analytics and Finance

Experience framing and communication skills

Intellectual curiosity and drive, decisiveness, with ambiguity and complexity

Experience doing product analytics on consumer facing digital products, or working on AI Infra and Privacy related products.

Preferred Qualifications

  • Experience working with researchers and infrastructure teams.

Experience with Python.

Experience with predictive modeling, machine learning, and experimentation/causal inference methods.

Masters or Ph.D. Degree in a quantitative field

Locations

About Meta

Meta builds technologies that help people connect, find communities, and grow businesses. When Facebook launched in 2004, it changed the way people connect.

Apps like Messenger, Instagram and WhatsApp further empowered billions around the world. Now, Meta is moving beyond 2D screens toward immersive experiences like augmented and virtual reality to help build the next evolution in social technology. People who choose to build their careers by building with us at Meta help shape a future that will take us beyond what digital connection makes possible today-beyond the constraints of screens, the limits of distance, and even the rules of physics.

Meta is committed to providing reasonable support (called accommodations) in our recruiting processes for candidates with disabilities, long term conditions, mental health conditions or sincerely held religious beliefs, or who are neurodivergent or require pregnancy-related support. If you need support, please reach out to accommodations-ext@fb.com.

$206,000/year to $281,000/year + bonus + equity + benefits

Individual compensation is determined by skills, qualifications, experience, and location. Compensation details listed in this posting reflect the base hourly rate, monthly rate, or annual salary only, and do not include bonus, equity or sales incentives, if applicable.

In addition to base compensation, Meta offers benefits. Learn more about benefits at Meta.


icon no score

See how you match
to the job

Find your dream job anywhere
with the LiveCareer app.
Mobile App Icon
Download the
LiveCareer app and find
your dream job anywhere
App Store Icon Google Play Icon
lc_ad

Boost your job search productivity with our
free Chrome Extension!

lc_apply_tool GET EXTENSION

Similar Jobs

Want to see jobs matched to your resume? Upload One Now! Remove
Data Scientist Genai

Meta Platforms, Inc.

Posted 4 days ago

VIEW JOBS 6/28/2024 12:00:00 AM 2024-09-26T00:00 As a Data Scientist, you will collaborate on a wide array of product and technical problems with a diverse set of cross-functional partners across Product, Eng Meta Platforms, Inc. Bellevue WA

Data Scientist, Genai

Meta Platforms, Inc.