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  • Philippines NCR, Metro Manila, Makati, Philippines
  • 3 Years
  • Full-time
  • PHP 855,946
  • Bachelor's / College Degree
  • 2 Vacancies
Closing Date: January 31, 2023
Salary Details

PHP 855,946

Job Address

Remote

Job Description

Description:

This is a senior role where you will be responsible for leading a team of computer vision developers and work on the below mentioned roles and responsibilities.

Roles and Responsibilities:

  • Analyze and Improve the Existing Data, Training & Inference Architecture for existing Use-Cases. 
  • Pioneer Novel Algorithms for new use-cases to develop an elegant and robust solution to solve problem statements using Computer Vision.
  • Work on Model Optimization to improve Performance & Throughput for the same.
  • Work on Various SOTA Dataset Augmentation & Dataset Generation Techniques that help improve model accuracy & precision. 
  • Work on development & improvement of End-to-End Pipeline use-cases running at scale.
  • Work with the existing teams to set up a re-training pipeline that iteratively improves existing model accuracy based on in-coming datasets.


Requirements:

  • Proficient with Training of Detection/Classification/Segmentation Models with Tensorflow/PyTorch
  • Good Theoretical and Practical Knowledge with the fundamentals of Deep Learning, eg. CNNs, Regularization Techniques, etc.
  • Proficient in developing Deep Learning Model Pipelines
  • Deployment of Deep Learning Models at Scale for live processing of video feeds (RTSP).
  • Experience with Model Servers: Triton Inference Server (Preferred), TensorFlow Serving, or Torch Serve. 
  • Experience in working with Model Optimization for  Nvidia Hardware (TensorRT Conversion of both Tensorflow & Pytorch models)
  • Experience with both Cloud as well as Edge Deployment of Deep Learning Models (Preferably at Scale).
  • Experience in FP16/Mixed Precision and INT8 Optimized Inference on Nvidia Hardware
  • Experience with using Docker, Nvidia-Docker, Nvidia NGC containers for Computer Vision/Deep Learning.
  • Proficient in Data Structures & Algorithms
  • Proficient understanding of code versioning tools, such as (Git / Mercurial / SVN)
  • Experience with common front-end development tools such as Babel, Webpack, NPM, etc.
  • Knowledge of a state management library such as Redux, etc

    Good to have
  • Experience with Scalable Cloud Deployment Architecture for Video Analytics (Involving Kubernetes and/or Kafka)
  • Experience in INT8 Training (Quantization Aware Training)
  • Experience/Knowledge of TensorFloat32 and BFloat16 Training/Inference


How we work?

  • Microsoft Teams is our go to tool for daily communication
  • We conduct daily standups and team meetings over Teams
  • We encourage open discussion and debate, and place tremendous value on ownership and founder mindset.
  • We value: design + amazing UI/UX, documentation, To-Do lists and Data based decision.
  • We're distributed but not alone! We might be working around the world but we believe in the value in getting to know each other outside of working hours
  • We get together for a bi-weekly townhall and frequent destressing session with a certified healer!

Perks and Benefits:

  • 100% remote workplace model
  • Health Insurance of Rs. 3L
  • Top performers eligible for attractive equity options
  • Mental Health Consultations with heyy app.
  • Company sponsored upskilling courses
  • Growth Hours: 40 hours every year
  • The chance to give back with 40 hours for community causes
  • Fun company retreats twice a year
  • Access to a Financial Advisor
Job Requirements

Tenserflow, Python, Pytorch, CNN, YOLO

Job Type

Information Technology

Working Hours

09:30 AM to 06:30 PM



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