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Associate ML Scientist (LLM) - II
Wadhwani AI
Remote, IND
Full-time
Entry · 2+ years experience
Remote
Discovered 3 weeks ago
PythonPyTorchHugging Face TransformersLoRAQLoRA
Free
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PythonPyTorchHugging Face Transformers
Key Skills for This Role
PythonPyTorchHugging Face TransformersLoRAQLoRA
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Requirements
- Passion for applying AI and machine learning to solve large societal challenges.
- Bachelor's or Master's degree (or equivalent) in Computer Science, Electrical Engineering, Statistics, Applied Mathematics, Physics, Economics, or another quantitative discipline, with 1–4 years of relevant work or research experience.
- Minimum 2 years of hands-on experience developing and applying machine learning models in an industry or research setting.
- Demonstrated experience working with Large Language Models (LLMs) or foundation models through industry projects, research, or significant open-source contributions.
- Strong understanding of deep learning fundamentals, including Transformer architectures, attention mechanisms, and modern representation learning techniques.
- Experience with one or more LLM adaptation techniques such as supervised fine-tuning, parameter-efficient fine-tuning (e.g., LoRA/QLoRA), instruction tuning, preference optimization, retrieval-augmented systems, structured generation, or tool-using agents. Experience should extend beyond prompt engineering alone.
- Experience designing and implementing evaluation methodologies for LLM systems, including benchmarking, model analysis, and iterative experimentation.
- Solid software engineering skills in Python and experience with modern ML frameworks such as PyTorch, Hugging Face Transformers, or equivalent.
- Experience building end-to-end ML systems, including data preparation, experimentation, model training, evaluation, and deployment.
- Track record of applied machine learning projects addressing real-world problems. Experience applying LLMs to practical use cases is highly desirable.
- Experience building and evaluating conversational or multi-turn AI systems is a plus.
- Excellent written and verbal communication skills and the ability to work effectively in cross-functional teams.
Benefits
- Insurance Benefits - Medical Insurance, OPD Coverage, Accidental Insurance, Life Insurance.
- Wellness Program - Employee Assistance Program, Annual Health Check-Ups, Onsite Medical Centers, Emergency Support System.
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