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Full-Time

Manager – Machine Learning

Remote

Posted on 6/27/2024

Numerade

Numerade

501-1,000 employees

Online platform for STEM education solutions

Consumer Software
Education

Senior, Expert

Remote in USA

Category
Applied Machine Learning
AI & Machine Learning
Required Skills
Python
Data Science
Tensorflow
Data Structures & Algorithms
Pytorch
SQL
Java
AWS
Requirements
  • 6+ years of experience in machine learning, data science, or similar roles
  • 2+ years of experience managing and coaching high-performing teams
  • Master’s or PhD in Computer Science, Machine Learning, Artificial Intelligence, or a related field
  • Strong knowledge of machine learning frameworks and libraries (e.g., TensorFlow, PyTorch)
  • Expertise with software development and programming languages (e.g., Python, Java)
  • Hands-on experience with GPUs and optimization
  • Solid understanding of machine learning algorithms, statistical concepts, and data structures
  • Familiarity with cloud-based machine learning platforms (e.g., AWS, Google Cloud)
  • Familiarity with SQL and relational databases, and other NoSQL databases such as AWS Dynamo
  • Proven track record of implementing machine learning models in real-world applications
  • Exceptional leadership and communication skills
Responsibilities
  • Drive the strategic vision, planning, and execution of machine learning initiatives
  • Lead and mentor a team of data scientists, machine learning engineers, and AI specialists
  • Develop and implement robust ML models for personalized learning experiences
  • Collaborate with product teams, software engineers, and UX/UI designers
  • Stay updated on industry trends in machine learning, AI, and EdTech
  • Communicate complex ML concepts to stakeholders
  • Implement best practices for ML system quality and scalability
  • Define key metrics to evaluate ML model effectiveness

Numerade provides educational resources specifically for students studying STEM subjects, including high school and college levels. The platform offers step-by-step video solutions to textbook problems, full-length bootcamps that mimic semester-long courses, and a feature called SnapSolve, which allows students to take a picture of a question and receive an instant video explanation. This makes it easier for students to understand complex topics quickly. Numerade operates on a subscription model, giving users access to a vast library of educational content, while also offering a freemium option for limited free access. The company stands out from competitors by employing a large team of 1,700 PhDs and teaching assistants to ensure high-quality content. The goal of Numerade is to improve academic performance in STEM subjects, as evidenced by the 97% of users who report better grades after using the platform.

Company Stage

Series A

Total Funding

$27.3M

Headquarters

Santa Monica, California

Founded

2019

Growth & Insights
Headcount

6 month growth

-8%

1 year growth

-16%

2 year growth

-36%
Simplify Jobs

Simplify's Take

What believers are saying

  • Numerade's partnerships with educational institutions and initiatives like free access for LAUSD students demonstrate a strong commitment to educational equity and community impact.
  • The launch of innovative features like AceChat and Study Groups highlights Numerade's focus on interactive and personalized learning experiences.
  • A $100 million valuation underscores investor confidence and the company's potential for significant growth in the EdTech market.

What critics are saying

  • The competitive EdTech market requires continuous innovation to maintain differentiation and market share.
  • Reliance on a subscription-based model may limit accessibility for students from lower-income families, despite freemium offerings.

What makes Numerade unique

  • Numerade's SnapSolve feature offers instant video solutions to complex STEM problems, setting it apart from traditional text-based solutions.
  • The integration of generative AI, such as Ace Images, enhances learning by providing AI-generated visual aids, a unique offering in the EdTech space.
  • Numerade's extensive library of over 3 million videos created by 1,700 PhDs and teaching assistants ensures high-quality, expert-verified content.
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