Freelancer - STEM Rater For GenAI Data

Role Overview

As a STEM Rater for [Maths/Physics/Chemistry/Biology/Coding/Finance], you will be a crucial contributor to shaping the "brain" of our AI. Working closely with the STEM Lead and your team, your primary responsibility will be to meticulously create, review, and refine high-quality data. This involves evaluating AI responses for accuracy, clarity, and pedagogical effectiveness, ensuring they are insightful, well-structured, and tailored to the learner's level. You will apply your deep subject matter expertise to provide critical feedback that directly enhances the AI's ability to teach millions at scale through technology.

Profile of the Ideal Candidate

I. Core Responsibilities

1. High-Quality Data Creation & Curation:

Meticulously create and refine high-quality data, including detailed solutions, explanations, 

and step-by-step derivations for STEM problems across various difficulty levels.

Ensure all content adheres strictly to established quality rubrics, style guides, and 

pedagogical standards, focusing on accuracy, clarity, and effectiveness.

Integrate subject matter expertise to provide comprehensive and insightful explanations that 

anticipate common student misconceptions.

2. AI Response Evaluation & Feedback:

Rigorously evaluate AI-generated responses for correctness, coherence, pedagogical 

soundness, and adherence to specific instructions.

Provide clear, constructive, and actionable feedback to the AI model, identifying errors, 

inaccuracies, or areas for improvement in its reasoning and presentation.

Participate in creating "ground truth" solutions and evaluation datasets to benchmark AI 

model performance.

3. Subject Matter Expertise Application:

Apply deep knowledge in [Maths/Physics/Chemistry/Biology/Coding/Finance] to assess 

complex problems, verify solutions, and develop alternative approaches.

Stay updated with advancements and common curriculum standards in your respective 

STEM field to ensure content relevance and accuracy.

4. Collaboration & Workflow Adherence:

Work closely with the STEM Lead and fellow raters to ensure consistency in data creation 

and evaluation processes.

Adhere to established workflows, deadlines, and project requirements set by the STEM 

Lead.

Communicate clearly about challenges encountered in data creation or AI evaluation to 

facilitate timely resolution.

II. Required Qualifications & Experience

Educational Background: A Master's degree (M.Sc./M.Tech) in 

[Maths/Physics/Chemistry/Biology/Coding/Finance] or a closely related field from a premier 

Tier-1  institution (e.g., IIT, BITS, NIT,IISER, IISc, TIFR, CMI, eminent central universities) is 

required. A Ph.D. is a plus. Demonstrable academic excellence is very important, either

during the course or in a national level competitive examination at any level

Deep Subject Expertise: Demonstrable, strong expertise across a wide range of topics 

within your subject, covering syllabi for competitive exams (e.g., JEE Mains & 

Advanced/NEET/GATE) and major undergraduate curricula. Excellent conceptual 

understanding with the ability to solve all Previous Years' Questions (PYQs) of JEE 

Advanced/NEET/GATE as well as generally tough undergraduate, graduate level problems 

in your subject.

Teaching/Content Creation Experience: Proven experience (7+ years) in teaching, 

tutoring, content writing, or academic research in your specialized STEM field. Experience 

with competitive exam preparation is highly valued.

Exceptional Communication Skills: Excellent written communication skills with the ability 

to explain complex concepts clearly, concisely, and accurately.

III. Preferred Qualifications (The "Ideal" Candidate)

Proven track record of producing top 100 rankers in JEE Advanced or NEET or GATE

Content Development: Expertise in developing high-quality, original problems of JEE 

Advanced and/or Olympiad level and/or GATE. Experience authoring personal teaching 

materials, notes, and question banks is highly desirable

Experience with AI/ML Feedback: Familiarity with providing structured feedback for AI 

models or large language models.

IV. Personal Attributes & Soft Skills

Meticulous & Detail-Oriented: An unwavering commitment to accuracy, a keen eye for 

minute details, and a high standard for quality.

Pedagogical Aptitude: A natural ability to explain concepts in an easy-to-understand, step-

by-step manner, considering different learning styles.

Analytical & Critical Thinker: Capable of critically evaluating information, identifying logical flaws, and applying analytical reasoning to solve problems.

Organized, Efficient & Proactive: Able to manage time effectively, prioritize tasks, and 

consistently meet deadlines in a fast-paced environment. Be a proactive self starter who can 

problem solve to resolve roadblocks rather than (largely) relying on external support

Collaborative & Dynamic: Works well in a team setting, is open to receiving and 

incorporating feedback, and is dedicated to continuous improvement. Comfortably to execute

in a continuously changing environment

Tech-Savvy: Be extremely collaborative real-time with other stakeholders to deliver the end-goal (data points). Highly amenable to working with new tools and platforms for content creation and AI interaction.

Bottom-line: We are looking for young individuals who demonstrated consistent  academic 

excellence with strong pedagogical expertise, who can work in a dynamic and fast paced work environment under minimal supervision