Data Scientist

4 weeks ago

banga, India Thoucentric Full time

At Thoucentric we work on various problem statements.

  • The most popular ones are
    • Building capabilities that address a market need basis our ongoing research efforts
    • Solving a specific use case for a current or potential client based on challenges onground
    • Developing new systems that help be a better employer and a better partner to clients
  • All of these need the best of minds to work on them daytoday; and we do exactly that
  • Your contribution to organization development is as important as outward facing consulting.
  • We are invested in both employee growth and client success
Role Summary

We are looking for Data Scientists to help us create innovative machine learning solutions. Data Scientist responsibilities include understanding the business problem and experimenting with different modelling architectures to create the best possible setup from model performance as well as computational performance. To do this job successfully you need exceptional skills in Machine Learning and Programming. Your goal will be to find the best databased solution for the problem at hand.

Please apply only if you have strong handson experience (>3years) in solving complex business problems through advanced ML & DL techniques. Deep Learning Model Development experience is a must for this role.


Job Description
  • Understanding business objectives and formulating the problem as a Data Science problem
  • Design train and deliver Data Science solutions using all modalities (tabular text image) and of all sizes(small or big data)
  • Develop and maintain robust data processing pipelines and reproducible modelling pipelines
  • Explore data and communicate insights clearly to nontechnical as well as technical audiences
  • Analyze experimental results iterate and refine models to create significant business impact.
  • Ability to guide and mentor junior Data Scientists on solution development

Requirements


Requirements
  • Bachelor s Degree in a Quantitative discipline preferably Computer Science
  • >3 years experience in data science/Analytics roles
  • Proven experience as a Data Scientist or similar role
  • Expert ability to write robust code in Python
  • Expert skill at manipulating data frames using Pandas and arrays using Numpy
  • Familiarity with standard machine learning libraries (like scikitlearn StatsModels)
  • Excellent verbal and written communication skills
  • You take complete ownership of your work and are selfdriven.
  • Sound knowledge on Pricing Analytics Price Elasticities Price Optimization etc. Design and execute experiments to test hypothesis and validate pricing models


Good to Have
  • Deep Learning Frameworks like Tensorflow PyTorch etc.
  • Working knowledge of OpenCV
  • Completed Projects on Computer Vision and Natural Language Processing
  • Expert level proficiency in Multivariate Time Series Forecasting or Causal Forecasting
  • Indepth understanding of classical statistical forecasting algorithms like ARIMA ETS etc. as well as new age algorithms like NBeats.
  • Proven experience is handling Time Series Forecasting using standard Regression algorithms like Linear Regression Gradient Boosted Decision Trees Random forest etc.
  • Good practical knowledge with Sequence Models in Deep Learning like LSTMs Transformers etc. especially in the context of Time Series Forecasting.
  • Proficiency with at least one Deep Learning Framework such as PyTorch Tensorflow etc

Benefits

What a Data Scientist Role at Thoucentric will offer you

Opportunity to define your career path and not as enforced by a manager

A great consulting environment with a chance to work with Fortune 500 companies and startups alike.

A dynamic but relaxed and supportive working environment that encourages personal development.

Be part of One Extended Family. We bond beyond work sports gettogethers common interests etc. Work in a very enriching environment with Open Culture Flat Organization and Excellent Peer Group.

Be part of the exciting Growth Story of Thoucentric


Data Scientist. Time series, Demand Forecasting

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