Machine Learning Researcher
8 hours ago
Research and Development: We are seeking a Machine Learning Researcher to join our team in Bangalore. In this role, you will design, develop, and deploy NLP models, leveraging advanced Natural Language Processing (NLP), Deep Learning, and traditional Machine Learning techniques to build and optimize our NLP-driven products and services.
We are looking for a highly skilled researcher with experience in NLP, Deep Learning, and ML, as well as excellent communication skills to work closely with cross-functional teams and collaborate with stakeholders.
Key Responsibilities:
- Design, build, and deploy NLP models, including transformer models and other SOTA architectures
- Develop robust pipelines for text preprocessing, feature extraction, and data augmentation
- Fine-tune large language models for specific applications, leveraging transfer learning techniques and domain adaptation
- Optimize model performance for scalability and latency, applying techniques such as quantization and ONNX formats
- Stay updated with the latest research in NLP, Deep Learning, and Generative AI, applying innovative solutions and techniques
- Collaborate with stakeholders to gather requirements, conduct due diligence, and communicate project updates effectively
- Establish metrics, benchmarks, and methodologies for model evaluation, ensuring models meet accuracy, fairness, and reliability standards
Requirements:
- Bachelor's degree in computer science or a related field
- Minimum 3-5 years of experience in NLP, Deep Learning, and ML, with a proven track record of developing and optimizing both LLM and traditional machine learning NLP models
- Advanced NLP Techniques: Proficiency in transformer models and experience with techniques like entity recognition, text classification, summarization, question answering, and language generation
- Programming: Strong programming skills in Python, with experience in NLP libraries such as Hugging Face Transformers, spaCy, NLTK, and Gensim
- ML and DL Frameworks: Proficiency in ML and Deep Learning frameworks such as TensorFlow, PyTorch, and Scikit-learn
Salary: ₹1200000 - ₹1800000 per annum
Benefits: Comprehensive health insurance, flexible working hours, and opportunities for professional growth and development
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