Sr. Backend Engineer (Python)

at Sizzle

Sr. Backend Engineer (Python)

Sizzle

Company

Home

Sr. Backend Engineer (Python)

at Sizzle

Posted by Vijay Koduri

3 - 7 yrs

₹10L - ₹15L / yr

Bengaluru (Bangalore)

Skills

Python

API

FAST API

SQLAlchemy

PostgreSQL

MongoDB

Docker

triton

Graphics Processing Unit (GPU)

Multithreading

multiprocessing

Machine Learning (ML)

FFmpeg

Sizzle is an exciting new startup that’s changing the world of gaming. At Sizzle, we’re building AI to automate gaming highlights, directly from Twitch and YouTube streams. We’re looking for a superstar Python expert to help develop and deploy our AI pipeline. The main task will be deploying models and algorithms developed by our AI team, and keeping the daily production pipeline running. Our pipeline is centered around several microservices, all written in Python, that coordinate their actions through a database. We’re looking for developers with deep experience in Python including profiling and improving the performance of production code, multiprocessing / multithreading, and managing a pipeline that is constantly running. AI/ML experience is a plus, but not necessary. AWS / docker / CI/CD practices are also a plus. If you are a gamer or streamer, or enjoy watching video games and streams, that is also definitely a plus :-)

You will be responsible for:

Building Python scripts to deploy our AI components into pipeline and production
Developing logic to ensure multiple different AI components work together seamlessly through a microservices architecture
Managing our daily pipeline on both on-premise servers and AWS
Working closely with the AI engineering, backend and frontend teams

You should have the following qualities:

Deep expertise in Python including:
Multiprocessing / multithreaded applications
Class-based inheritance and modules
DB integration including pymongo and sqlalchemy (we have MongoDB and PostgreSQL databases on our backend)
Understanding Python performance bottlenecks, and how to profile and improve the performance of production code including:
Optimal multithreading / multiprocessing strategies
Memory bottlenecks and other bottlenecks encountered with large datasets and use of numpy / opencv / image processing
Experience in creating soft real-time processing tasks is a plus
Expertise in Docker-based virtualization including:
Creating & maintaining custom Docker images
Deployment of Docker images on cloud and on-premise services
Experience with maintaining cloud applications in AWS environments
Experience in deploying machine learning algorithms into production (e.g. PyTorch, tensorflow, opencv, etc) is a plus
Experience with image processing in python is a plus (e.g. openCV, Pillow, etc)
Experience with running Nvidia GPU / CUDA-based tasks is a plus (Nvidia Triton, MLFlow)
Knowledge of video file formats (mp4, mov, avi, etc.), encoding, compression, and using ffmpeg to perform common video processing tasks is a plus.
Excited about working in a fast-changing startup environment
Willingness to learn rapidly on the job, try different things, and deliver results
Ideally a gamer or someone interested in watching gaming content online

Seniority: We are looking for a mid to senior level engineer

Salary: Will be commensurate with experience.

Who Should Apply:

If you have the right experience, regardless of your seniority, please apply.

Work Experience: 4 years to 8 years

About Sizzle

Sizzle is building AI to automate gaming highlights, directly from Twitch and YouTube videos. Sizzle works with thousands of gaming streamers to automatically create highlights and social content for them. Sizzle is available at www.sizzle.gg.

You will be responsible for:

Building Python scripts to deploy our AI components into pipeline and production
Developing logic to ensure multiple different AI components work together seamlessly through a microservices architecture
Managing our daily pipeline on both on-premise servers and AWS
Working closely with the AI engineering, backend and frontend teams

You should have the following qualities:

Deep expertise in Python including:
Multiprocessing / multithreaded applications
Class-based inheritance and modules
DB integration including pymongo and sqlalchemy (we have MongoDB and PostgreSQL databases on our backend)
Understanding Python performance bottlenecks, and how to profile and improve the performance of production code including:
Optimal multithreading / multiprocessing strategies
Memory bottlenecks and other bottlenecks encountered with large datasets and use of numpy / opencv / image processing
Experience in creating soft real-time processing tasks is a plus
Expertise in Docker-based virtualization including:
Creating & maintaining custom Docker images
Deployment of Docker images on cloud and on-premise services
Experience with maintaining cloud applications in AWS environments
Experience in deploying machine learning algorithms into production (e.g. PyTorch, tensorflow, opencv, etc) is a plus
Experience with image processing in python is a plus (e.g. openCV, Pillow, etc)
Experience with running Nvidia GPU / CUDA-based tasks is a plus (Nvidia Triton, MLFlow)
Knowledge of video file formats (mp4, mov, avi, etc.), encoding, compression, and using ffmpeg to perform common video processing tasks is a plus.
Excited about working in a fast-changing startup environment
Willingness to learn rapidly on the job, try different things, and deliver results
Ideally a gamer or someone interested in watching gaming content online

Seniority: We are looking for a mid to senior level engineer

Salary: Will be commensurate with experience.

Who Should Apply:

If you have the right experience, regardless of your seniority, please apply.

Work Experience: 4 years to 8 years

About Sizzle

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About Sizzle

Founded :

2018

Type :

Product

Size :

20-100

Stage :

Raised funding

About

At Sizzle, we take all the Fortnite games from top streamers and condense them to 5 minute “sizzles”. Just the action, without the boring parts.

Vijay Koduri

Connect

Company social profiles

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