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Deep Learning Engineer

2 months ago

Gurgaon, India CARS24 Full time
Data Alchemist: Forge the Future of Cars with Deep Learning Magic

What drives us?Imagine: a single tap on your phone unlocks a world that transforms your entire car selling journey, covering

every milestone - from finding best price to smooth transaction & paperwork with peace of mind

. That's the

future we're building at CARS24. Our mission is to ensure

car selling is stress-free. We want our customers to focus on the open road, not roadside worries. We're building a one-stop shop - a

Super App

for all their car needs, powered by technology, data science, and deep customer insights. We are already one of

the largest Autotech companies in the world, but we are not stopping here. We aim to grow 10x in the next five years.

What will you drive?With over a million cars inspected and unloaded in recent years, we at CARS24 have a significant amount of knowledge and expertise with vehicles and the complexities involved in buying and selling. Irrespective of how much effort humans put in car evaluation it will always have subjectivity of evaluator built into it. We in are standardizing this experience.With the DL team at CARS24, this involves working with images, videos, sound and text data in general, depending on the project requirement. You will get to work on end to end projects, and collaborate with teams, but you will be expected to learn.If you are not just someone who is interested in working on the latest but also, want to see your work impacting directly on business growth, experience and efficiency?Experience your contribution(s) impact millions across the globe.We would like you to join us on an exciting journey to create advanced ML products.

Collaborative Team Player:

Comfortable working in a small group and collaborating with other teams to drive the final solution.Hands-On Approach : Ready to dive into the details, whether it's going on the ground to validate what you're building or doing basic annotation to test a hypothesis.Problem-Solver with an Open Mind:

Actively contributes to identifying approaches to solve business use cases and is receptive to critical feedback.Model Performance Advocate:

Partners with the ML engineering team to maintain high model performance in production and ensure continuous monitoring and optimization.

Who are we looking for?Educational Background:

B.Tech/ B.E or MS in Computer Science, Statistics, Applied Mathematics, or related fields is preferred, but we also consider candidates with equivalent experience.Programming Proficiency:

Strong command of Python and Linux with the ability to write high-performance and efficient code.Expertise in ML/DL and Statistical Analysis:

Deep understanding of Machine Learning, Deep Learning algorithms, and statistical analysis techniques.Professional Experience:

0-2 years of experience in delivering ML/DL projects for business. Freshers with hands-on experience in similar projects are also welcome.Library and Tool Familiarity:

Experience with libraries such as scikit-learn, Xgboost, catboost, TensorFlow/PyTorch, OpenCV, Hugging Face, Spacy, etc.Understanding of Key Concepts:

Knowledge of concepts like classification, regression, forecasting, object detection, segmentation, classifiers, OCR, NER, and more.Version Control:

Proficiency in Git is required.Analytical Mindset:

Ability to think critically and solve problems without relying solely on external resources; understanding the rationale behind implementations.Soft Skills : Strong interpersonal and communication skills to work effectively in a team environment. –Advanced Neural Network Architectures and Cloud Experience : Solid understanding or working knowledge of state- of-the-art neural network architectures like Transformers and Vision Transformers, experience with cloud platforms such as GCP and AWS, and an interest or understanding of CUDA programming, TensorRT, Triton, and related technologies.

If this message catches your eye, consider it a green light from the cosmos.PS -

Before you shift gears, make sure we're on the same track by connecting with a

CARS24

insider.

This could be a Launchpad to your destiny.