Internship

Machine Learning Research Intern – Frontier Reasoning Intern

Posted on 12/2/2024

Scale AI

Scale AI

1,001-5,000 employees

AI platform for data and models

No salary listed

San Francisco, CA, USA

Category
Deep Learning
Natural Language Processing (NLP)
AI & Machine Learning
Required Skills
LLM
Python
Neural Networks
Machine Learning
Natural Language Processing (NLP)
Computer Vision
Requirements
  • Currently enrolled in a BS/MS/PhD Program with a focus on Machine Learning, Deep Learning, Natural Language Processing, or Computer Vision with a graduation date in Fall 2025 or Spring 2026
  • Prior work experience or track record of research publications on LLMs, reasoning, NLP, agents, alignment or a related field
  • Experience training neural networks in Python
  • Ability to speak and write in English fluently
  • Be available for a Summer 2025 (May/June starts) internship
Responsibilities
  • Research and develop new methods for training models to excel on extremely difficult reasoning problems that require long chains of thought
  • Research scalable oversight protocols that enable humans to produce and quality control reasoning chains beyond their native capabilities
  • Investigate strategies to refine and enhance data pipelines for model improvement
  • Study the boundaries of reasoning model generalization to inform data-driven advancements
  • Develop new benchmarks or evaluation methods for gauging advanced reasoning capabilities via outcome or process supervision
Desired Qualifications
  • Have had a previous internship involving LLMs, Machine Learning, Deep Learning, Natural Language Processing, Alignment, or Agents.
  • Experience as a researcher, including internships, full-time, or at a lab
  • Publications in top-tier ML conferences such as NeurIPS, ICLR, CVPR, ICML, COLM, etc. or contributions to open-source projects
  • Screaming good coding capabilities as evidenced by open source projects

Scale AI provides a platform that helps businesses develop AI applications by utilizing their enterprise data to customize generative models. The platform includes tools for collecting, curating, and annotating data, as well as features for evaluating and optimizing models. Scale serves a wide range of clients, including major technology firms like Microsoft and Meta, large enterprises such as Fox and Accenture, generative AI companies like OpenAI, U.S. Government agencies, and startups like Brex and OpenSea. What sets Scale apart from its competitors is its comprehensive suite of tools and services that focus on safely unlocking the value of AI. The company's goal is to enhance the performance of advanced language models and generative models, making AI more accessible and effective for its clients.

Company Size

1,001-5,000

Company Stage

Series F

Total Funding

$1.6B

Headquarters

San Francisco, California

Founded

2016

Simplify Jobs

Simplify's Take

What believers are saying

  • Increased demand for AI in defense boosts Scale AI's market opportunities.
  • Partnerships with Qatar expand Scale AI's reach in education and healthcare sectors.
  • Shift to .com domains may enhance Scale AI's brand positioning and trust.

What critics are saying

  • Labor practice investigations could harm Scale AI's reputation and incur legal penalties.
  • AI tools for Qatar may pose reputational risks if misused against human rights.
  • Ethical concerns in AI military applications could impact Scale AI's public perception.

What makes Scale AI unique

  • Scale AI offers comprehensive data annotation for AI model training and validation.
  • The company collaborates with major tech firms like Microsoft and Meta for AI solutions.
  • Scale AI's Thunderforge platform enhances military planning with AI-driven decision-making.

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Benefits

Health, Dental & Vision Coverage - Our health plans give you the flexibility to select the right coverage for you and eligible family members through a variety of plan options.

Easy to use 401(K) - Plan and invest for the future with a 401(k) via Guideline. Scale’s 401(k) plan provides you an opportunity to defer compensation for your long-term savings.

Wellness Fund - We care about the physical, mental, and emotional wellbeing of all Scaliens. Our $100/month wellness stipend can be used for gym memberships, acupuncture, meditation apps, and so much more.

Virtual Social Activities - Being remote has not stopped us from hosting fun virtual events. From trivia night to candle making, we ensure employees are fostering connections & building strong relationships.

Learning & Development - We know how important career growth is for Scaliens, so we offer a $500/year L&D stipend to help support continued development throughout your journey.

Flexible hours allow you to work when you are most productive. You can work with your manager to best plan your daily work schedule.

Generous Paid Time Off - Enjoy time to travel or plan a staycation. We encourage employees to take time off to recharge and prevent burnout. We have a flexible PTO policy where each employee is afforded the flexibility to take planned time-off as needed.

Commuter Benefits - Set aside pre-tax dollars to use on qualified transportation expenses to help ease your commute.

Parental Leave - Balancing work and family is essential, and Scale understands the importance of having adequate leave policies in place to promote a healthy home and work life.

Growth & Insights and Company News

Headcount

6 month growth

0%

1 year growth

3%

2 year growth

6%
CNBC
Apr 16th, 2025
Scale AI working with Qatar to develop AI agents for education, health care and transportation

Scale AI is working with Qatar's government to develop AI tools for education, civil service, tourism, health care and transportation, according to a list viewed by CNBC.

Tech Startups
Apr 7th, 2025
From .Ai To .Com: The Quiet Domain Rebrand Sweeping Startup Ecosystem

When generative AI took off in 2022 following the popularity of ChatGPT, launching a startup on a .ai domain felt like the obvious move. It signaled your company was part of the next wave of innovation.¬†It instantly signaled to investors, journalists, and users that you were building in AI.Now, a shift is happening. Some of the most promising startups in AI are quietly moving away from their .ai domains and switching to .com. It‚Äôs not about trend-chasing‚Äîit‚Äôs about positioning.This isn’t a flood, but it‚Äôs enough to raise eyebrows. And it says something about how branding, trust, and long-term ambition play a bigger role in how startups choose to present themselves.Why Startups Went With .AI DomainsIn the early days, .ai domains were easy to get and made a lot of sense. Short .coms are hard to come by and often expensive

CISCO Investments
Mar 25th, 2025
Startup Snapshot - Catching Up with our Portfolio Companies in March 2025

Scale launched Thunderforge to accelerate AI adoption in American defense.

Change4Planet
Mar 24th, 2025
Youth and Women in Agriculture, the pathway to sustainable African Food Systems

The Africa Food Systems Forum 2024 kicked off on September 2nd in Kigali, Rwanda, under the theme "Innovate, Accelerate, and Scale."

MarketScreener
Mar 7th, 2025
Scale AI Reportedly Facing Probe by US Department of Labor Over Fair Labor Practices

Scale AI reportedly facing probe by US department of labor over fair labor practices.

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