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Co-Founder: Senior Machine Learning/Computer Vision Specialist (f/m/d) ID - 11390

Overview

Hi there, thanks for your interest.

Let’s start with a short summary.

What we are building: a multi-modal platform for automated video production, analysis and post-production

We are a startup supported by aws, FFG, NVIDIA and Amazon Web Services

Status quo
Protoypes: done
Funding: 2nd round started
Modus: mainly remote
Locations: Austria and Germany, and wherever you are

Important note: If “early-stage”, “hands-on” and “salary later” don’t put you off – and you even have a founder mindset with or without founding experience – then read on.
Because only one thing is certain with a start-up like ours at the moment: the big technical challenge and the associated risk.  If that’s not a problem for you: you are very welcome to join us.

Details/Role/Skillset

On our platform, we develop and collect the SOTA algorithms that orchestrate themselves
to create, analyze videos with unprecedented simplicity and enrich with new creative
possibilities.
Whether professional creators, production companies or smartphone owner.
Already today, our first customers can save up to 75% in costs and over 80% in editing
time.

Our goal for 2030: every 2nd minute of video will be produced via our platform.

Which is a beautiful but demanding challenge and has already been described as a firsttime
ascent. That’s why we are looking for an expert who is interested in the topics
“Video, Machine Learning, Computer Vision and perhaps – also music, sports and art.”
But also to build and lead your own team – creating together, here in beautiful Saalbach
(Austria) and remotely, a pretty ambitious holarchic platform for AI-video creation.

You will work on our existing Machine Learning platform:
• Object tracking & detection & labeling in video streams
• Object re-identification across video streams
• Improve Action Detection, Highlight Detection
• Train and re-train custom models & leverage off-the-shelf models
• Use cutting edge technologies & neural nets to improve video quality and
resolution

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Skills required:
• Strong Python3 skills
• Knowledge in OpenCV2
• FFMPEG compression & Parameter-Tuning
• Knowledge in pyTorch & Object trackers (such as YOLO)
• General knowledge in CV algorithms (SORT, SRUNET, ..)
• Containers (Docker, Kubernetes)
• AWS Services (S3, Lambda, SageMaker, Elastic Transcode/MediaConvert)

Optional, but desired skills:
• Microservices
• Airflow
• boto3

What we offer:
• a place on our cap table
• or virtual shares
• and a new way of organisation and organic growing culture

Interested? Great.
Please get back to us: hannes@play-tracks.com

Find out more about our culture, vision and more: https://www.play-tracks.com/ml-ninja-wanted/

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This is what this question poses: When do you focus and start working seriously? What are the hours you work optimally? Are you a night owl? A morning bird? Remote teams can be made up of people working on different shifts and around the world, so you won't necessarily be stuck in the 9-5 schedule if it's not for you...

2. HOW DO YOU USE THE DIFFERENT COMMUNICATION TOOLS IN DIFFERENT SITUATIONS?

When you're working on a remote team, there's no way to chat in the hallway between meetings or catch up on the latest project during an office carpool. Therefore, virtual communication will be absolutely essential to get your work done...

3. WHAT IS "WORKING REMOTE" REALLY FOR YOU?

Many people want to work remotely because of the flexibility it allows. You can work anywhere and at any time of the day...

4. WHAT DO YOU NEED IN YOUR PHYSICAL WORKSPACE TO SUCCEED IN YOUR WORK?

With this question, companies are looking to see what equipment they may need to provide you with and to verify how aware you are of what remote working could mean for you physically and logistically...

5. HOW DO YOU PROCESS INFORMATION?

Several years ago, I was working in a team to plan a big event. My supervisor made us all work as a team before the big day. One of our activities has been to find out how each of us processes information...

6. HOW DO YOU MANAGE THE CALENDAR AND THE PROGRAM? WHICH APPLICATIONS / SYSTEM DO YOU USE?

Or you may receive even more specific questions, such as: What's on your calendar? Do you plan blocks of time to do certain types of work? Do you have an open calendar that everyone can see?...

7. HOW DO YOU ORGANIZE FILES, LINKS, AND TABS ON YOUR COMPUTER?

Just like your schedule, how you track files and other information is very important. After all, everything is digital!...

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The day I watched Marie Forleo's film separating the important from the urgent, my life changed. Not all remote jobs start fast, but most of them are...

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