Summary
Join Numerade, a venture-backed startup, and build something remarkable at the intersection of education and technology. As Manager of Machine Learning, you'll lead our machine learning initiatives, mentor a team of data scientists, and develop robust ML models for personalized learning experiences.
Requirements
- 6+ years of experience in machine learning, data science, or similar roles
- 2+ years of experience managing and coaching high-performing teams
- Masterβs 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 our machine learning initiatives
- Lead and mentor a team of data scientists, machine learning engineers, and AI specialists, promoting a culture of continuous learning and innovation
- Develop and implement robust ML models that support personalized learning experiences for millions of students
- Collaborate with product teams, software engineers, and UX/UI designers to integrate ML functionalities into our product offerings
- Stay updated on the latest industry trends and advancements in machine learning, AI, and EdTech, and use this knowledge to inform our ML strategy
- Communicate complex machine learning concepts and outcomes to stakeholders across the organization in a clear, concise manner
- Implement best practices to ensure the quality, reliability, and scalability of machine learning systems
- Define key metrics to evaluate the effectiveness of ML models and use these metrics to drive improvements
Preferred Qualifications
- Experience with NLP and generative models, particularly in an educational context
- Contributed ideas and/or concepts that support the generation of intellectual property or published papers
- Prior experience in the EdTech industry
- Demonstrated ability to communicate complex technical ideas to non-technical stakeholders
Benefits
- Competitive salary with a significant upside in equity
- Health + dental + vision coverage offered for both employees and their dependents
- 401k plan
- Work from home, or wherever. Weβre remote-first!
- Flexible PTO, holiday, and leave policies, including paid parental leave for new parents - We want you to take time to relax, recharge, and reset!
- Remote-friendly environment and culture that nurtures company and team events to stay connected