Senior Data Scientist - NLP at Fractal

Short Description:

Fractal is seeking a skilled Senior Data Scientist specializing in Natural Language Processing (NLP) to collaborate with a top tech giant. The role involves applying advanced NLP techniques, including BERT, to analyze Japanese-language text data from diverse sources like chat transcripts and forums. Responsibilities include designing NLP applications, creating datasets, implementing algorithms, and communicating insights to cross-functional teams. The ideal candidate should have 2-7 years of experience, proficiency in Python and SQL, expertise in NLP models and deep learning frameworks, and strong communication skills. Fractal offers a dynamic environment for individuals passionate about the intersection of natural language processing and data science.

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Position: Senior Data Scientist - Natural Language Processing (NLP)

Locations:

• Bengaluru
• Pune
• Mumbai
• Chennai
• Gurgaon

Time Type: Full Time

Job Requisition ID: SR-21346

At our company, we foster a work environment where individuals genuinely BELIEVE in the significance of their contributions!

We are dedicated to infusing passion and a customer-centric focus into our business.

Position Overview:

Fractal is seeking an experienced Data Scientist specializing in Natural Language Processing (NLP) to collaborate with a leading technology giant. In this role, you will leverage various NLP techniques to analyze text data sourced from diverse channels, including chat/call transcripts, reviews, forums, and communities. Joining our cross-functional Technology team based in the US, consisting of Data Scientists, Data Engineers, and Design Experts, you will play a pivotal role in extracting crucial insights from customer reviews and text data using cutting-edge NLP methodologies such as BERT.

Responsibilities include analyzing customer reviews, forums, and chat/call transcripts, extracting insights through unsupervised approaches, and communicating relevant findings to product, operations, planning, and other teams. The data you'll be working with is in Japanese, requiring analysis in the Japanese language without translation.

If you have a passion for the convergence of natural language processing, data science, and large-scale text data, we encourage you to apply. We are in the process of establishing an exceptional function and believe you will thrive in an environment that values your expertise and fosters data-driven innovation.

Responsibilities:

The core responsibilities encompass three main pillars:

1. Design NLP applications
2. Identify/create appropriate datasets for developing Unsupervised/Supervised models
3. Use effective text representations to transform natural language into useful features
4. Find and implement suitable algorithms and tools for NLP tasks
5. Train and fine-tune pre-trained models and conduct evaluation experiments
6. Perform statistical analysis of results and refine models
7. Support 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-the-art NLP models such as transformers, etc.
• Proficiency in Deep learning frameworks like Keras, Pytorch, Tensorflow
• Excellent communication and presentation skills, with the ability to convey analyses to a diverse group of stakeholders, including data scientists, creatives, and marketing leaders.
• Team player who enjoys collaborating with others.
• Strong understanding of the fundamentals of predictive model development and algorithms used.
• Good problem-solving skills

If you are drawn to dynamic growth and relish working with enthusiastic, high-achieving individuals, your career with us promises to be fulfilling!

If this opportunity doesn't align with your current aspirations, express your interest in future openings by clicking "Introduce Yourself" in the top-right corner of the page or create an account to receive email alerts for new job postings that match your interests!

Please click here to apply.

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