Job description
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
You need to login to apply for this job
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
You need to login to apply for this job
Other Info
NCR, Metro Manila, Makati, Philippines
3 Years
Full-time
PHP 855,946
Bachelor's / College Degree
2 Vacancies
3 Years
Full-time
PHP 855,946
Bachelor's / College Degree
2 Vacancies
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Wobot Intelligence
About the company
Wobot Intelligence jobs
2nd Floor, Building No.360, CBR2, Mehrauli-Gurgaon Rd, Sultanpur, New Delhi, Delhi 110030
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Position senior computer vision Engineer recruited by the company Wobot Intelligence at MetroManila, Manila, Makati, Joboko automatically collects the salary of PHP 855,946, finds more jobs on Senior Computer Vision Engineer or Wobot Intelligence company in the links above
About the company
Wobot Intelligence jobs
2nd Floor, Building No.360, CBR2, Mehrauli-Gurgaon Rd, Sultanpur, New Delhi, Delhi 110030