Senior Data Scientist - NLP
Location
Bangalore | India
Job description
It's fun to work in a company where people truly BELIEVE in what they are doing!
We're committed to bringing passion and customer focus to the business. Position Overview Fractal is looking for a seasoned Data Scientist who can work with one of the top tech giant by applying various NLP techniques on text data coming from various sources (such as chat / call transcripts, reviews, forums, communities etc.). You will join our cross-functional Technology team, in the US comprised of Data Scientists, Data Engineers and Design Experts.
Customer reviews on various forums, communities and chat / call transcripts need to be analyzed using state of the art NLP techniques (BERT etc.). Need to extract critical insights (using unsupervised approaches) from the text data and share relevant insights with product, operations, planning and other teams. All the data will be in Japanese language and data needs to be analyzed in the Japanese language only (without translation).
If you're passionate about the intersection between natural language processing, data science, and huge amount of text data, we encourage you to apply! We're building an incredible function from the
ground up and believe you'll find a highly energized environment to share your expertise and help boost data-driven innovation.
Responsibilities Core responsibilities cover three pillars:
- Design NLP applications
- Identify/create appropriate datasets for developing Unsupervised / Supervised models
- Use effective text representations to transform natural language into useful features
- Find and implement the right algorithms and tools for NLP tasks
- Train and fine-tune pre-trained models and run evaluation experiments
- Perform statistical analysis of results and refine models
- Support in NLP Research, building reproducible codes
Qualifications - 2 - 7 years of experience in developing predictive models using statistical/ML/DL algorithms
- Strong hands-on working experience in Python and SQL
- Experience in state of art NLP models such as transformers etc.
- Hands on with Deep learning frameworks like Keras, Pytorch, Tensorflow
- Strong communication and presentation skills with the ability to present analyses to a diverse group of stakeholders including data scientists, creatives, and marketing leaders.
- Team player who enjoys collaborating with others.
- Strong understanding of fundamentals of predictive model development and algorithms used.
- Good problem-solving skills
If you like wild growth and working with happy, enthusiastic over-achievers, you'll enjoy your career with us!
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