Machine Learning Engineer
4 weeks ago
Role : Machine Learning Engineer
Location : Chandigarh and Gurgaon OR Remote
Shift 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 Gurgaon
Objective :
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 skills
Good-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
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