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Data Scientist SDE-3

🏢 PW (PhysicsWallah)  •  📍 India

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Job Description

Job Title: Data Scientist – SDE-3 (Generative AI / LLMs) Location: Noida / Bangalore Qualification & Eligibility Bachelor’s or Master’s degree in Computer Science, Statistics, Engineering, Applied Mathematics, or a related quantitative field. Strong theoretical and practical grounding in machine learning, deep learning, and software engineering. Experience 5–8 years of experience in Data Science / ML Engineering with a strong focus on deep learning and LLM-driven systems. Demonstrated experience leading complex AI projects end-to-end, including architecture, model design, and production deployment. Startup experience preferred; EdTech or other high-scale consumer product experience is a strong advantage. Roles & Responsibilities Architect, design, and deploy large-scale solutions leveraging LLMs for production use cases. Own the full lifecycle: research, experimentation, model development, evaluation, fine-tuning, optimization, deployment, and monitoring. Lead advanced research in Generative AI, LLMs, Fine-Tuning (LoRA/QLoRA), Reinforcement Learning (RLHF/RLAIF), RAG, and agentic systems . Build scalable frameworks, libraries, and reusable pipelines to accelerate GenAI development across the company. Take part in high-impact technical design discussions, conduct structured code reviews, and drive engineering excellence. Collaborate cross-functionally with product, engineering, and research teams to integrate AI solutions into core platforms at scale . Demonstrate strong analytical thinking and ability to break down ambiguous problems into actionable engineering steps. Mentor junior engineers and contribute to building a high-performance AI engineering culture. Required Skills: Core Technical Expertise Strong command over Deep Learning architectures – Transformers, CNNs, RNNs, Attention mechanisms. Expert-level proficiency in LLMs & Generative AI , including: Fine-Tuning techniques: LoRA, QLoRA, PEFT, instruction tuning Reinforcement Learning: RLHF, RLAIF, preference optimization Prompt Engineering: RAG, CoT, ToT, ReAct, agent frameworks LangChain, LlamaIndex, Vector Databases Ecosystem & Tooling Hands-on experience with Azure OpenAI, Google Vertex AI, AWS Bedrock across multimodal workloads (text/audio/image/video). Strong understanding of Open-Source LLMs (Llama, Mistral, Gemma, Mixtral) and Hugging Face pipelines. Experience with PyTorch / TensorFlow , Transformers library, model quantization and optimization. Proficiency in Python and backend frameworks such as FastAPI, Django, Flask. Practical experience with Docker, Git, CI/CD pipelines , and cloud infrastructure (Azure/AWS/GCP). Company Description PhysicsWallah (PW) is India’s leading edtech platform, founded in 2016 by Alakh Pandey with a mission to make high-quality education accessible and affordable. Starting as a YouTube channel, PW has grown into a multi-billion-dollar unicorn serving millions of learners through online courses, offline hybrid centres, and test-prep programs for JEE, NEET, UPSC, state boards, and more. With 15M+ app downloads , 2M+ daily learners , and 120+ offline centres , PW continues to transform learning through technology, innovation, and affordability. Recognised as a Great Place to Work , PW is rapidly expanding globally and is investing heavily in AI-driven educational innovation .
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