Data Scientist

Info Edge Limited; Dadri; On-site; INR 1,200,000 - 1,800,000; Full time

Job summary

Info Edge India Ltd. is seeking an AI Scientist to build innovative ML solutions for business problems, leveraging resumes, job descriptions, and profile data from diverse sources.

You will explore state-of-the-art NLP, deep learning, and information retrieval techniques to drive personalized experiences and robust recommendations. You will work with the AI Team - Central Function, joining a fast-paced environment to push boundaries in machine learning research and real-world deployment.

Qualifications

• Strong fundamentals in ML/DL/NLP/IR/AI with research experience.
• Broad algorithm knowledge: classification, regression, supervised/unsupervised methods.
• Experience applying ML to large-scale data and real-world problems.

Responsibilities

• Develop algorithms to extract trends from resumes, job descriptions and profiles.
• Identify new business problems solvable by machine learning.
• Formulate metrics, gather buy-in from business, and execute.
• Improve user experience via data-driven personalization and prediction.
• Model large-scale behavior data to enrich content understanding.
• Select appropriate ML tools for NLP, deep learning, and information retrieval.
• Design scalable, real-time solutions using big data technologies.
• Contribute to publications and maintain professional networks.

Skills

Machine Learning

Deep Learning

NLP

Information Retrieval

Artificial Intelligence

Education

PhD/MTech/BTech

Job description

Job Description

InfoEdge?s mission is to create world-class platforms that transform lives by continuously innovating. Our products and services are built keeping our customers in mind. We always delight our customers by delivering superior value through enhanced offerings on the internet and other platforms. Through our continuous investment across various businesses, especially in cutting-edge technology, machine learning and artificial intelligence (AI), we have built a robust system that constantly increases our predictive powers on customer behaviour, and optimizes and improves our systems. Our various teams tirelessly work together to solve problems, innovate, and create something to empower our customers.

About Info Edge India Ltd.

At Info Edge, people are our core competitive advantage and we will continue doing all that is needed to attract and retain the best available talent.

Business:

Naukri.com, Naukri is India?s market leader in the recruitment business. It provides all the job seekers with advisory services and caters to their different needs and offer value-added features such as resume writing, highlighting and many more. With over 67 Million resumes searches daily, Naukri.com has 5 Million job listings, 59 Thousand+ unique clients and 4.9 Million recruiters connect with the job seekers via emails.

Team:

AI Team -Central Function

Title:

AI Scientist

Required Educational Qualification:

PhD/ MTech / BTech with relevant experience from Tier 1 Campus

Desired Experience:

0-2 Years

Job Objective:

As a AI Scientist you will be building innovative Machine Learning solutions for vital and complex business problems.

As AI Scientist, you will:

1. Develop algorithms and build systems to extract seemingly unseen trends and information from user content such as resumes, job description and profile information available through various sources and in different modalities such as numeric, structure and unstructured texts and images.
2. Identify potential new business problems that can be solved through machine learning.
3. Ideate, formulate, create metrics and execute on such problems and get buy in from business.
4. Identify potential data-driven machine learning solutions to improve user experience through personalization and prediction of user preferences.
5. Build intelligent systems to capture and model the vast amount of behavior data to enrich the content understanding with behavioral information.
6. Identify the appropriate and cutting edge machine learning tools for various supervised and unsupervised tasks in the NLP, deep learning, semantic search, LTR space for building highly accurate and scalable recommendation systems and information retrieval solutions.
7. Design solutions for scalable and real-time performance on a significantly large data set. Use big data technologies to optimally use infrastructure and improve performance.
8. Participate in external forums /discussions, publish research papers, keep up-to-date on latest publications and build external/internal networks.

Required Skills:

1. Strong fundamental understanding and research experience in machine learning/Deep Learning/NLP/Information Retrieval/Artificial Intelligence areas.
2. Strong applied knowledge of machine learning in solving real-world business problems with a significantly broad number of algorithms covering the landscape of classification, regression; discriminative, generative; supervised,unsupervised, semi-supervised; linear and non-linear dimensionality reduction, feature-extraction, feature selection, feature-learning.
3. Industry experience in applying a variety of machine learning solutions to real-world large-scale data to build intelligent systems.
4. An excellent problem solving skills with a research oriented approach.
5. Ability to capture, manage, create pipelines and process Big Data.

Desired Skills:

Ability to understand Business challenges and define solutions aligned to the needs.

Why Join us:

This is a unique opportunity to work on innovative and disruptive technologies that are shaping the future of the industry. We are looking for candidates who are willing to work passionately in a fast- paced environment and are ready to enhance their skills by learning something new. Being a part of the InfoEdge team, you will be engaged in innovations, product development, integration with mobile and social media, technology, research and development, quality assurance, sales and marketing.

To learn more about Info Edge :-

http://www.infoedge.in/