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FEATURED

Head of Data Science - Cuddle.ai

Fractal Analytics
Bengaluru
6 to 15 years
Bengaluru
6 to 15 years
25
68% Matching
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  About opportunity

Personality Traits
- Ability to work independently under tight deadlines with accountability.
- Strong results driven personality with a high level of enthusiasm, energy and confidence.
- Strong problem-solving skills.

Required Skills
- In-depth knowledge of various Natural Language Processing/Understanding (NLP/NLU) domains such as entity extraction, speech recognition, topic modeling, parsing, question answering, etc.
- Expertise in text mining (probabilistic topic model, word association mining, ontology learning, semantic similarity, etc.)
- Expertise in NLP/NLU (word representation, relation extraction, natural language inference, semantic parsing, etc.)
- Excellent background in Machine Learning (generative model, discriminative model, neural network, regression, classification, clustering, etc.)
- Experience in deep learning on NLP/NLU is a big plus
- Extensive experiences in using NLP related techniques/algorithms such as HMM, CRF, deep learning & recurrent ANN, word2vec/doc2vec, Bayesian modeling, etc.
- Experience in applied statistics including sampling approaches, modeling, and data mining techniques
- Experience in building analytical models and working with structured and unstructured data
- Experience with data structures and algorithms; ability to work in a Unix environment and building robust data processing and analytics pipelines
- Contributions to research communities, e.g. ACL, NIPS, ICML, EMNLP, etc. is a Plus

Responsibilities:
- You will be part of a high impact team that’s building the next generation of intelligence and language understanding for Cuddle
- Build text/voice-based search engine and question answering system for Cuddle
- You’ll utilize the latest techniques in AI, ML (including Deep Learning approaches) and NLU
- Build topic analysis, text classification, named entity recognition methods for unstructured and semi-structured data
- Develop and perform text classification using methods such as logistic regression, decision trees, SVM and maximum entropy classifiers
- Perform text mining, generate and test working hypotheses, prepare and analyze historical data and identify patterns
- Generate creative solutions (patents) and publish research results in top conferences (papers)

Qualifications
- PhD. /Master’s degree in Mathematics, Statistics, Computer Science, or related fields
- 2+ years of ML + NLP experience
- Software programming in Java or Python
- Knowledge of SQL and NoSQL databases
- Knowledge of open source machine learning libraries like scikit-learn, tensorflow, NLP tool as NLTK

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Hiring Team
Prashant Joshi and other hiring team at Fractal Analytics in Bengaluru

Prashant Joshi

Working at companies like tredence, teg analytics, mastercard advisors and has worked on Data Mining, Research, Analog Design

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Head of Data Science - Cuddle.ai

Fractal Analytics   •   Bengaluru