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Software Engineer

2.00 to 4.00 Years   Hyderabad   01 Nov, 2021
Job LocationHyderabad
EducationNot Mentioned
SalaryNot Disclosed
IndustryAutomobile / Auto Ancillaries
Functional AreaIT Operations / EDP / MIS
EmploymentTypeFull-time

Job Description

DescriptionDescriptionApple has a tremendous amount of data, and we have just scratched the surface in pattern detection, anomaly detection, predictive modeling, and process optimization. The Contact Technologies NLP/Machine Learning team has delivered innovative solutions including virtual chat-bots and sentiment analysis in CRM. There are many more exciting problems on improving customer service experience yet to be discovered and solved and business owners eager to use the power of neural networks and machine learning. We support a collaborative work environment, while allowing solution autonomy on projects. Conceive and design end to end machine learning solutions to support Apples business units: - Work with business owners 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 detailed 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, Key QualificationsKey Qualifications

  • Proven understanding of Python, and general software development skills (source code management, debugging, testing, deployment etc.)
  • Experience with NLP technologies & the handling of unstructured text
  • Detailed 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 Lifecycles, agile methodologies, and continuous integration
  • 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)

Keyskills :
javasql serverdata sciencecollaborative workcommercial modelsjquerysoftware developmentpredictive modelingjavascriptagile methodologiesmachine learninganomaly detectionsqlbusiness intelligence

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