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
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