WNS : Data Science - Deep Learning

Brief Description of position:

JOB DESCRIPTION

POSITION SPECIFICATIONS

Vertical: Research and Analytics

Horizontal: Healthcare

Job Title: TBD

Role Band: A

Business / Location: Gurgaon

Function / Department: Data Science

Qualification: Btech/Mtech in computer Science/IT

Experience: Total 2 to 4 years (Minimum 2-3 years of relevant work experience)

Reporting to: TBD 

(Name & Position):

Reported by: TBD

Min. Qualification required for the position: Post Graduate

Min. Experience required for the position: 2 years


ROLE DESCRIPTION

1.   ROLE OBJECTIVE/PURPOSE

Develop proof of concepts and scalable solutions in Deep learning to solve business problems


2.     DETAILED DUTIES AND RESPONSIBILITIES, wherever applicable

Key Responsibility Indicators

  • Design, train and deliver machine learning solutions to a wide range of datasets: from small datasets to big data, time series to 3D matrices, both unlabeled and labeled
  • Implement, test and validate new algorithms in a way that can be used by the data science team
  • Build on ideas and directions provided by leads and stakeholders. Be able to build on concepts in a very dynamic environment.
  • In depth and detailed understanding of deep learning methods including systems based on MLPs, CNNs, RNNs, LSTM
  • Proficiency with a deep learning framework such as TensorFlow,  Keras, Pytorch, etc
  • Ability to tune/improve the model if below the benchmark.
  • In depth understanding of Machine learning techniques and advanced statistical techniques Logistic regression, Support Vector Machines, Random Forest, deep learning
  • Expertise in visualizing and manipulating big datasets and knowledge of Sql
  • Knowledge of OpenCV
  • Ability to run  and machine learning algorithms using Python, using Jupyter Notebooks ( Numpy, Pandas, etc)
  • Extract, combine and clean data from several sources for model building


2.    COMPETENCIES & SKILL SET

Desired Skills 

  • Ability to work with a variety of deep learning architectures including MLPs, CNNs, RNNs, LSTM, GRU, GANS
  • Experience in setting up deep learning models and tuning hyperparameters, optimization methods,
  • Strong Analytical/Quantitative/Statistical skills
  • Good at conceptualization and execution of projects
  • Proactive approach to problem resolution, suggesting alternate solutions
  • Be able to work under tight deadlines & pressure without compromising on quality
  • Good communication and Strong Interpersonal Skills

Soft skills

  • Analytical and critical thinkers 
  • Data-driven performers
  • Clear communicators to translate and understand complex information.
  • Problem solvers and innovators

 

Experience

Experience in working on deep learning techniques using Python and experience of setting up

Qualifications

A Btech/MCA in either computer science/IT or in a related field.

Few specs that are mandatory:

Educational Qualification – BE/ B.Tech/ Master’s degree

Location – Gurgaon

Skills Required for DS - Data Science, Machine Learning, Deep learning, cloud experience, NLP, Algorithms, Python, R, Sql, Data science Implementation experience

Skills Required for Text Mining - Text Mining and Natural Language Processing solutions - Sentiment Analysis, Topic Modelling, Text Summarization, Intent, Classification, Name Entity extraction, Machine Learning, Deep learning, NLP, Algorithms, Python, R, Sql, Data science Implementation experience, Cloud experience

Location

Gurugram

Relevant Work Experience

2 to 4 years

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