Machine Learning Engineer | SDE - 2

Fynd is India’s largest omnichannel platform and a multi-platform tech company specializing in retail technology and products in AI, ML, big data, image editing, and the learning space. It provides a unified platform for businesses to seamlessly manage online and offline sales, store operations, inventory, and customer engagement. Serving over 2,300 brands, Fynd is at the forefront of retail technology, transforming customer experiences and business processes across various industries.

As a Machine Learning Engineer, the purpose of this role is to work with our machine learning research team to develop, implement and deploy machine learning and deep learning models. Our core area of work is in the field of computer vision so you will require some familiarity with convolutional neural networks.

Please find our research page : https://research.fynd.com/

Some of our products: https://www.erase.bg/, https://www.upscale.media/

What will you do at Fynd?

• Work on the deployment of machine learning and deep learning models.
• Help in accelerating model inference using various compression tools like onnx, Torch script, TensorRT, OpenVINO ....etc. Develop and maintain a data streaming pipeline (both batch and real-time) for data integration and large-scale machine learning.
• Deliver best practices recommendations and technical presentations around machine learning deployment including real-time modeling.
• Maintain and further enhance the internal model feature store and optimize the feature engineering script.
• Full life cycle implementation from requirements analysis, platform selection, technical architecture design, application design and development, testing, and deployment.
• Responsible for the end-to-end deployment of predictive models including scoping, testing, implementation, maintenance, tracking, and optimization of predictive models.
• Responsible for complete and accurate documentation of all development around machine learning engineering.
  
  

Some Specific Requirements

• 4+ years of experience implementing and deploying machine learning and deep learning frameworks through distributions cluster and application programming in cloud platforms including AWS and GCP.
• Basic Knowledge of tools/libraries such as TensorFlow, PyTorch, Keras, NumPy, pandas etc.
• Strong understanding of data structures and algorithms and experience in Python. Some experience with computer vision(classification, segmentation, object detection) pipelines
• Deep experience across systems integration, information management, data management and architecture, and business analytics.
• Language: Python, Java, Scala, Unix bash script, REST API process.
  
  

What do we offer?

Growth

Growth knows no bounds, as we foster an environment that encourages creativity, embraces challenges, and cultivates a culture of continuous expansion. We are looking at new product lines, international markets and brilliant people to grow even further. We teach, groom and nurture our people to become leaders. You get to grow with a company that is growing exponentially.

Flex University: We help you upskill by organising in-house courses on important subjects

Learning Wallet: You can also do an external course to upskill and grow, we reimburse it for you.

Culture

Community and Team building activities

Host weekly, quarterly and annual events/parties.

Wellness

Mediclaim policy for you + parents + spouse + kids

Experienced therapist for better mental health, improve productivity & work-life balance

We work from the office 5 days a week to promote collaboration and teamwork. Join us to make an impact in an engaging, in-person environment!