Job Location: Gurgaon/Gurugram
About the role
We are looking for an experienced data scientist, who have the aspirations and appetite for working in a start-up environment, and with relevant industry experience to make a significant contribution to our DigilyticsTM platform and solutions. Primary focus would be to apply machine learning techniques for understanding customer behaviour and growing sales.
Responsibilities
- Able to extract, aggregate features. Identify important features for better model development
- Ability to identify right metrics for model evaluation and development
- Work with state-of-the-art time-series, demand forecasting machine learning/ deep learning models
- Understand the DigilyticsTM vision and help in creating and maintaining a development roadmap
- Interact with clients and other team members to understand client-specific requirements of the platform
- Contribute to platform development team and deliver platform releases in a timely manner
- Liaise with multiple stakeholders and coordinate with our onshore and offshore entities
- Evaluate and compile the required training datasets from internal and public sources and contribute to the data pre-processing phase.
Expected and Desired Skills
- Either of the following Deep learning frameworks PyTorch (preferred) or Tensorflow
- Ability to evaluate competing Neural Network architectures such as Graph Neural Networks, Transformer Networks, etc
- Python used for analytics applications including data pre-processing, EDA, statistical analysis, machine learning model performance evaluation and benchmarking
- Good scripting and programming skills to integrate with other external applications
- Good interpersonal skills and the ability to communicate and explain models
- Ability to work in unfamiliar business areas and to use your skills to create solutions
- Ability to both work in and lead a team and to deliver and accept peer review
- Flexible approach to working environment and hours
Experience
- Between 4-6 years of relevant experience
- Hands-on experience with
- Python and/or R
- Machine Learning
- Deep Learning (desirable)
- End to End development of a Deep Learning based model covering model selection, data preparation, training, hyper-parameter optimization, evaluation, and performance reporting.
- Proven experience working in both smaller and larger organisations having multicultural exposure
- Domain and industry experience (preferably auto aftermarket) by serving customers in one or more of these industries Automotive Aftermarket, Automotive, FMCG and other Consumer Industries
Education Background
- A Bachelors degree in the fields of study such as Computer Science, Mathematics, Statistics, and Data Science with strong programming content from a leading institute
- An advanced degree such as a Master’s or PhD is an advantage
Benefits:
- Open work culture
- Flexible working hours
- 5 days working (Mon-Fri)
- Group Health Insurance
- Work on latest AI driven technologies
- Sodexo meal card
- Leaves & Holidays: 42
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