Data Scientist

Paytm; Gurugram District; On-site; INR 900,000 - 1,800,000; Full time

Job summary

A leading financial technology company in Gurugram is seeking a machine learning expert to design and implement ML solutions for real-world applications. The ideal candidate will have over 2 years of experience in machine learning, particularly in handling high-volume real-time data streams. Skills in Python, Java, or cloud platforms such as AWS will be advantageous. This role offers a chance to work on innovative ML algorithms and apply deep learning techniques to enhance solution effectiveness.

Qualifications

• 2+ years of machine learning experience deploying solutions at scale.
• Experience with real-time data streams in machine learning.
• Understanding of common ML techniques like classification and regression.
• Develop feedback loops to improve feature selection.
• Solid understanding of ML theory for classification, clustering, regression, and collaborative filtering.

Skills

Machine learning experience

Deep learning

Distributed data processing frameworks

Python

Java

Cloud platforms (AWS)

Distributed processing

Data structures

Programming languages

Real-time ML

Cloud (AWS)

Job description

Requirements

• Machine learning experience of 2+ years of implementing and successfully deploying ML solutions at scale for real-world problems.
• Own the application of machine learning algorithms.
• Design and evaluate novel approaches for handling high-volume real-time data streams in a machine learning environment
• Develop a feedback system to improve the selection of features for the algorithms.
• Understand the theory and application of theory for common classification, clustering, regression and collaborative filtering. Curiosity to learn and implement latest developments in the field of data science.

Skills that will help you succeed in this role:

• Experience with deep learning applied to areas such as ML and computer vision.
• You have experience in distributed data processing frameworks like Hadoop, Spark or other similar frameworks.
• You respect advanced data structures and can use them to solve your problems.
• Python, Java, Scala or any other high level languages are a bonus.
• You understand what it takes to deliver ML predictions in real time online applications.
• Working knowledge of AWS or any other cloud platform.