Data Scientist
1 month ago
At Policybazaar Insurance Brokers Pvt Ltd., we're on a mission to revolutionize the way people experience insurance. We believe that innovative technologies can make a real difference in people's lives.
As a key member of our team, you'll play a critical role in driving this vision forward as a Data Scientist - PolicyBazaar: Model Developer. Your primary responsibility will be to design, develop, and deploy natural language processing models to drive business value.
We're looking for an expert in NLP and machine learning who can collaborate with cross-functional teams to identify opportunities, collect and pre-process data, and implement scalable NLP solutions. If you have a passion for leveraging AI to solve complex problems, we'd love to hear from you.
Responsibilities:
- Develop and fine-tune Transformer models (e.g., BERT, RoBERTa, XLNet) for NLP tasks (e.g., text classification, sentiment analysis, named entity recognition)
- Collect, pre-process, and annotate datasets for NLP model training
- Conduct research and stay up-to-date with advancements in Transformer architectures and NLP
- Develop and fine-tune conversational AI models (e.g., intent recognition, sentiment analysis, dialogue management)
Requirements:
- 3+ years of experience in NLP, machine learning, and data science
- Master's or Ph.D. in Computer Science/Data Science (preferable)
- Experience with deep learning frameworks
- Clarity on fundamentals of NLP and ML algorithms
- Excellent problem-solving and communication skills
What We Offer:
- A competitive salary range of $120,000 - $180,000 per annum, depending on experience
- Opportunities for professional growth and development
- A collaborative and dynamic work environment
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