Machine Learning Engineer Machine Learning Engineer …

Cognizant
in Singapore, Singapore, Singapore
Permanent, Full time
Last application, 26 Jan 20
Competitive
Cognizant
in Singapore, Singapore, Singapore
Permanent, Full time
Last application, 26 Jan 20
Competitive
Machine Learning Engineer
Job Description:

  • Strong knowledge of Python, and general software development skills (source code management, debugging, testing, deployment etc.)
  • Experience with NLP technologies & the handling of unstructured text
  • Thorough understanding of text pre-processing and normalisation techniques such as tokenisation, lemmatisation, stemming, POS tagging and parsing and how they work at a low level
  • Prior experience in implementation of industry solution with traditional ML - classification, regression or clustering problem
  • Working experience in Software Development Lifecycle, agile methodologies, and continuous integration

Desirable:

  • Expertise in text-analytics - Sentiment Analysis, Entity Extraction, Language modelling - and associated sequence learning models ( RNN, LSTM, GRU )
  • Comfort in working with deep-learning libraries (Tensorflow, Keras, Theano, PyTorch)

Responsibilities:

  • Conceive and design end to end machine learning solutions to support business units
  • Work with stakeholders to map business requirements into technical solutions
  • Develop and implement solutions to fit business problems, which may include applying algorithms from a standard tool or custom algorithm development
  • Implement entire ML pipeline from data pre-processing and feature engineering through model building to model evaluation
  • Work closely with data warehouse architects and software developers to generate flawless business intelligence solutions for end users
  • Perform ad-hoc statistical and data science analysis
  • Design model evaluation techniques and present results of analysis to business units

About Cognizant
Cognizant (NASDAQ-100: CTSH) is one of the world's leading professional services companies, transforming clients' business, operating and technology models for the digital era. Our unique industry-based, consultative approach helps clients envision, build and run more innovative and efficient businesses. Headquartered in the U.S., Cognizant is ranked 193 on the Fortune 500 and is consistently listed among the most admired companies in the world. Learn how Cognizant helps clients lead with digital at www.cognizant.com or follow us @Cognizant.






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