Data Scientist

Data Scientist

Intellect Design Arena Limited
Chennai
3-9 years
Not Specified

Job Description

Job Description:

KEY QUALIFICATIONS
  • Solid mathematical foundation in statistics and algebra
  • BS in Computer Science, Statistics, or other data-related field coupled with 4 + years industry experience in machine learning and statistical modelling
OR
  • Master’s Degree in Computer Science, Statistics, or other data-related field coupled with 2+ years industry experience in machine learning and statistical modelling
  • Profound knowledge in machine learning and deep learning techniques
  • Strong coding skills in python
  • Experience working with and creating data structures architectures.
  • Proficiency in at least one major machine learning framework, such as Tensorflow, PyTorch etc.
  • Proven track record of completing multiple data science projects end-to-end; from idea generation, objectives formulation, to implementation and deliverable
  • Experience in developing/implementing machine learning models for Advanced OCR and Cognitive Data extraction capability as well as its execution.
  • Experience visualizing data to partners
  • Creativity and curiosity for solving highly complex problems
  • Ability to work with a ‘sense of urgency’ in order to meet critical deadlines
  • Excellent communication and collaboration skills
  • Prior experience in developing algorithms, optimizing /finetuning algorithms for automotive applications is a huge advantage.
  • Bonus - Hands-on production-quality development skills in the Finance domain is an added advantage.
  • Bonus - Contributions to research communities/efforts, including publishing papers in machine learning (JMLR, ICLR, NeurIPS, ICML, ACL, CVPR).
  • Experience with NLP/NLU – developing models/algorithms and improving its results for extracting intents, entities, topic modelling, user-defined entities, multi-languages, sentiment analysis, emotion analysis, spell correction etc.
  • Experience with Neural Networks, NLTK, Spacy, BERT, LSTM, etc.
  • Solid background in statistical learning techniques for NLP (HMMs, CRFs, SVMs, LDA, LSI, MRFs)

KEY RESPONSIBILITIES
  • Data gathering, data processing and data mining of large and complex datasets.
  • Pre-process structured and unstructured data
  • Develop processes and tools to analyse model performances
  • Develop, maintain, and deploy NLP/ML Pipeline and models
  • Leads analytical experiments in a methodical manner to find opportunities for product and process optimization.
  • Partners with Data Architects, Data Analysts, Data Engineers and Visualization Experts to develop data-driven solutions for the platform.
  • Mentor and lead team mates to advance our product development goals
  • Interact cross-functionally with a wide variety of people and teams'

Intellect Design Arena Limited

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