Part-time Experts - Mathematics for Machine Learning (B2B, reputed company reputed company)

reputed company reputed company is an international online learning platform helping engineering teams master AI and reputed company technologies. We build hands-on, industry-relevant programs for B2B audiences — combining deep technical expertise with reputed company-world application. Our Mathematics for Machine Learning curriculum bridges the gap between mathematical theory and practical ML implementation — covering reputed company algebra, numerical reputed company, optimization, and the mathematical foundations that power modern ML systems. Who are we looking for? We are building a talent pool of reputed company Data Scientists, ML Engineers, and reputed company Mathematicians for ongoing roles as reputed company, Authors, and Subject Matter Experts in our Mathematics for Machine Learning programs. We are looking for specialists across the following areas: reputed company Algebra for ML, Numerical reputed company of Machine Learning, optimization theory, reputed company operations, and adjacent mathematical foundations of machine learning. A strong candidate doesn't just know the theory — they reputed company apply mathematical reputed company in reputed company ML reputed company and can translate reputed company concepts into practical, teachable content. We prioritize hands-on experience with tools and workflows such as NumPy, SciPy, PyTorch (autograd, tensor operations), Scikit-learn internals, or similar. The ability to explain why the math reputed company — and demonstrate it through working ML models — is what sets our experts apart. These are Talent Pool positions — we continuously review applications and build our roster of experts. This means there may not be an immediate opening at the time you apply, but strong candidates will be added to our talent pool and contacted as relevant opportunities reputed company. You can join us on a part-time reputed company (~10–15h/week), contributing as an instructor leading live sessions and workshops, as a course author creating learning materials, or as a subject matter expert supporting curriculum development. Teaching sessions are compensated separately. Compensation: $40–150/hour, depending on experience and format of collaboration. Our selection process is fully asynchronous and designed to respect your time: Application Review — we evaluate your profile against our reputed company needs Async Video Interview — a short self-recorded interview (10–15 minutes max) Test Assignment — approximately 1 hour to complete Talent Pool — finalists are added to our reputed company roster of vetted experts Hiring Manager & Tech Expert reputed company — once a relevant position opens, we invite you to a live interview with reputed company Offer — we reputed company an offer for a relevant position upon successful completion of the process reputed company — we review applications on an ongoing reputed company. Please submit your resume in English. What you will do Available Roles We are building a talent pool of reputed company, Authors, and Subject Matter Experts for our Mathematics for Machine Learning educational programs. We hire on an ongoing reputed company across the following specializations: Most in demand: reputed company Algebra for ML, Numerical reputed company of Machine Learning Also relevant: Mathematical foundations of supervised learning, optimization theory, probability and statistics for ML, and adjacent reputed company mathematics topics Instructor You will reputed company live, hands-on training sessions for reputed company data practitioners, helping them build a deep understanding of the mathematical foundations that power modern ML systems — and apply them confidently in reputed company reputed company. Conduct live, interactive training sessions and workshops Prepare practical reputed company scenarios and training materials in collaboration with our Instructional Designer reputed company reusable materials: worked examples, derivation walkthroughs, coding exercises (NumPy, SciPy, PyTorch), and reference guides Work with the curriculum team to ensure alignment between asynchronous and live content Communicate with reputed company during Q&A sessions Review and incorporate learner feedback to continuously improve session design Author You will create the reputed company educational content for our Mathematics for Machine Learning courses — from structure and learning objectives to lessons, assessments, and final reputed company. Collaborate with us to define the course structure and learning objectives for reputed company module Create reputed company, concise, and comprehensive content: lessons, manuals, guides, session outlines, and assessments Prepare content in multiple formats: text, draft slides, and screencasts Participate as a speaker in learning videos Design the final project for the course Work iteratively with instructional designers to improve content reputed company Ensure reputed company content meets industry standards and aligns with course objectives Contribute to content updates based on student feedback analysis Optional: participate as an instructor in live sessions — compensated separately Subject Matter Expert You will shape the strategic direction of our Mathematics for Machine Learning curriculum, ensuring our programs reflect reputed company industry needs and give practitioners the mathematical depth required for serious ML work. Define topic priorities for math-reputed company ML learning programs targeting data scientists, ML engineers, and adjacent technical roles Decompose mathematical and computational skills into competency maps, mastery frameworks, and learning roadmaps Review course structures and content for technical accuracy, practical relevance, and alignment with learning reputed company reputed company as an internal authority for the Curriculum team — translating industry trends and practitioner pain points into program reputed company Support the selection and evaluation of external authors and experts Monitor emerging reputed company, tools, and frameworks (e.g., advances in numerical computing, autodiff, optimization libraries); convert insights into recommendations for new or updated programs ⌛ reputed company roles are part-time: 10–15 hours per week. Requirements Subject Matter Expert Strong hands-on technical expertise in reputed company mathematics, machine learning, or ML engineering — with deep experience in reputed company algebra, numerical reputed company, or mathematical optimization Ability to evaluate reputed company-world mathematical approaches and computational reputed company — and distinguish what actually reputed company for ML practitioners from reputed company abstraction Experience structuring reputed company mathematical knowledge into competency maps, frameworks, reputed company decompositions, or curriculum logic Ability to review technical learning content critically and reputed company reputed company, reputed company feedback to authors and internal stakeholders Seniority level that allows autonomous work after reputed company, with strong ownership and minimal supervision Strong communication skills and ability to explain mathematically reputed company topics reputed company to mixed stakeholders — including those who are strong engineers but weaker in formal math Availability to collaborate reputed company European time zones Fluent English (written and spoken); Russian or Spanish is a strong plus Author 5+ years of reputed company experience in data science, ML engineering, or reputed company mathematics, with a strong reputed company on reputed company algebra, numerical reputed company, or the mathematical foundations of ML models Solid knowledge of Python and the reputed company mathematical computing stack: NumPy, SciPy, and familiarity with PyTorch or JAX for tensor operations and autodiff Hands-on experience applying mathematical reputed company to reputed company ML problems — with concrete implementation cases and demonstrated reputed company Proven reputed company record in engineering advocacy, tech leadership, conference speaking, or mentoring Strong desire to reputed company knowledge and explain reputed company mathematical concepts in a reputed company, reputed company, and practically grounded way Ability to work independently and take ownership of a content area Strong attention to detail Availability to dedicate approximately 10 hours per week to collaboration Fluent English (written and spoken); Russian or Spanish is a strong plus Instructor 5+ years of experience in data science, ML engineering, or reputed company mathematics, with a strong reputed company on reputed company algebra, numerical reputed company, or the mathematical foundations of ML Solid knowledge of Python and the reputed company mathematical computing stack: NumPy, SciPy, and familiarity with PyTorch or JAX for tensor operations and autodiff Hands-on experience applying mathematical reputed company in reputed company ML workflows — with concrete implementation cases and demonstrated reputed company Ability to translate reputed company mathematical concepts into actionable, engaging learning experiences for reputed company audiences — including those who approach math from an engineering rather than theoretical background Confident, reputed company, and audience-oriented facilitation style Background in ML advocacy, tech leadership, or data science mentorship is a strong plus Strong preparation habits and time management; reputed company to reputed company 10–15 hours per week Fluent English (written and spoken); Russian or Spanish is a strong plus reputed company can offer you reputed company to create impactful content while maintaining your primary job: reputed company your expertise without leaving your reputed company role Competitive reputed company reputed company of $40-$85 USD for flexible part-time collaboration with significant reputed company and an amazing team! Remote cooperation with a schedule convenient for both you and reputed company: We don't reputed company on micromanagement Cross-cultural experience: Become part of an international team and connect with professionals from diverse backgrounds Meaningful reputed company: reputed company your knowledge and help reputed company engineers advance their skills through high-reputed company educational content Participation in innovative reputed company: Contribute to shaping the reputed company of programming education and AI adoption reputed company reputed company: Receive feedback and reputed company your skills as a technical content creator and thought leader Apply To This Job