Data Scientist

107

Applications

Bangalore
Full-Time
Senior (7 to 10 years)
20L - 25L (Per Year)
Posted on May 31 2022

About the Job

Skills


  • The ideal candidate would be adept at understanding customer's business challenges and define appropriate analytics approach to design solution
  • Should be able to convert mathematical/ statistics-based research/ academic literature into sustainable data science solutions
  • This is a hands-on role, will be required to manage day to day delivery activities and guide team in executing analytics projects by analysing large volume of data
  • Research and bring innovations to develop next generation solutions in core functional areas related to Promotion Effectiveness, Forecasting with detrending methods, Digital Marketing, Customer Relationship Management (CRM), Campaign Management & Data Insights etc.
  • Provide technical thought leadership, coaching and mentorship in the field of data science in working with engineering and other cross functional teams
  • Evolve the approach for the application of machine learning/deep learning to existing program and project disciplines
  • He / She would also be responsible for creating Business & technical presentations, reports etc. to present the analysis findings to the end clients and for business development
  • This role requires excellent communication skills.

Technical Experience: (not all technical exposures are expected from one individual)

Must Have:

  • Clustering, Decision Tree, Random Forest, Support Vector Machine, Naïve Bayes, GBM, XGBoost, Multiple linear regression, Logistic regression, ARIMA/ARIMAX
  • Tools: Python, SQL, Spark

Good to Have:   

  • Hands on experience in developing models (end to end)
  • Model automation, Bayesian Inference/simulators, Bayesian Filters, GLM (Generalised Linear Models), GMM (Gaussian Mix Models) etc
  • Recommended system (ALS, MF, Collaborative filtering and Content Filtering), Deep Learning methods
  • Optimization Method like BFGS, differential evolutionary, MOO (multi objective optimization) etc
  • Sound understanding of mathematics like probability theory, differential calculus, Laplace and Furrier transformations etc
  • Tools: TensorFlow, big data, Experience on AWS platforms, Knowledge of any visualization tools like Tableau, Quick sight, Qlik sense, Power BI etc. is a plus

 

Functional/Domain Experience:

·  Good exposure to Retail, and/or e-commerce

  • ·  Relevant Experience: 5+ years of hands on experience in CPG/Retail industry


About the company

Futures and Careers (FAC) is a full-service HR firm, incorporated in 2007 at Bangalore. With a razor-sharp focus on delivering fast results for our clients, we have been successfully handling hundreds of ‘Talent Acquisition’ requirements of our clients every single year. At FAC, we believe in the philosophy – ‘Client Delight Above All Else’ and this drives us every day to continuously be ...Show More

Industry

Mechanical or Industrial ...

Company Size

11-50 Employees

Headquarter

Bangalore

expertiaLogo

Made with heart image from India for the World

Expertia AI Technologies Pvt. Ltd, Sector 1, HSR Layout,
Bangalore 560101
/landingPage/Linkedin.svg/landingPage/Twitter.svg/landingPage/Instagram.svg

© 2024 Expertia AI. Copyright and rights reserved

© 2024 Expertia AI. Copyright and rights reserved