ICCS
Location
Gurgaon | India
Job description
Role : Machine Learning EngineerLocation : Chandigarh and Gurgaon OR RemoteShift Timing : 10 AM to 10 PM (Flexible 9 Hour Shift)Note : This role is not permanent remote, first preference to candidate who can work in hybrid mode in Chandigarh and GurgaonObjective :To develop and maintain AI backed Q& amp; A pipelines aimed at extracting data from documents and generating highly accurate responses using Large Language Models (LLMs)Responsibilities :- Use Transformer models like BERT and other LLMs for various NLP use-cases- Work closely with data engineers to develop and deploy ML pipelines.- Conduct data exploration and preprocessing, including EDA (Exploratory Data Analysis)- Implement Natural Language Processing (NLP) techniques for text analysis and response generation.- Research, evaluate and compare different models for accuracy and performance.- Conduct experiments to improve the performance and accuracy of models.- Collaborate with cross-functional teams to integrate the ML models into existing systems.Must-have Skills :- Relevant Experience : 4+ yrs in ML (Python), 2+ in NLP and Transformers / BERT / LLM- Strong fundamentals in classical ML (Certification / Course preferred)- Strong Python Coding skills - Data Structures, Python collections, ML and data science libraries- Strong experience with NLP use-cases - Text classification, Summarization, NER, Topic modeling, Text analytics- Experience with Transformers, BERT, LLMs, HuggingFace, Vector Database (any) - 1+ yr experience, 1+ project- Experience with EDA - Exploratory Data Analysis- Excellent problem-solving skills and reasoning ability- Good communications skillsGood-to-have Skills :- Experience with any Cloud platform (AWS, Azure, GCP)- Experience working with GPU clusters (RunPod, Lambda Labs)- Experience fine-tuning models with PyTorch or TensorFlow (ref:hirist.tech)
Job tags
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