Senior Deep Learning Engineer
⚲ Gdansk, Krakow, Warsaw, Wroclaw
Do uzgodnienia
Wymagania
- Python
- PyTorch
- CUDA
Opis stanowiska
The Deep learning team's work is at the crux of solutions to its customers. The team is responsible for building and maintaining advanced models that are able to perceive the world and the knowledge produced by the models is used downstream to implement various customer use-cases. The team runs a number of models both in the cloud as well as on the edge device serving different scenarios. The team also works closely with the platform team to build out MLOps infrastructure to achieve better scale and reliability.
As a Senior Machine Learning Engineer in the Deep Learning team, you are expected to be a hands-on senior ML engineer who is able to own and deliver solutions to large scale perception problems in production. Apart from the broad ability to build, train, evaluate and deploy state of the art ML models in production, you are expected to have solid expertise in at least one of below verticals.
- 3D vision models to predict depth and 3D structure,
- Video/temporal behavior models to predict intent,
- Deep understanding of Vision language models and hands-on experience fine tuning them,
- Deep understanding of foundation models in perception.
- Deep knowledge of nvidia edge device stack for running ML models and cuda know-how in terms delivering highly optimized models
We're looking for someone who enjoys being challenged with complex problems in perception and loves working with a bunch of smart people applying state of the art techniques in deep learning to provide impactful solutions to problems
This position is a fully remote position based in Poland.
Key Responsibilities
Below are your primary responsibilities. These represent the core areas where you'll make an impact. As part of a rapidly evolving team, we look forward to your impact expanding over time.
- Come up with solutions to complex problems in perception using deep learning.
- Articulate ideas both verbally and in written form culminating in clear design and project plan docs for their work
- Contribute to team roadmap and planning
- Work with cross functional teams across the company and contribute towards delivery of end to end solutions for the customer
- Help and mentor other junior engineers within the team
As a Senior Machine Learning Engineer in the Deep Learning team, you are expected to be a hands-on senior ML engineer who is able to own and deliver solutions to large scale perception problems in production. Apart from the broad ability to build, train, evaluate and deploy state of the art ML models in production, you are expected to have solid expertise in at least one of below verticals.
- 3D vision models to predict depth and 3D structure,
- Video/temporal behavior models to predict intent,
- Deep understanding of Vision language models and hands-on experience fine tuning them,
- Deep understanding of foundation models in perception.
- Deep knowledge of nvidia edge device stack for running ML models and cuda know-how in terms delivering highly optimized models
We're looking for someone who enjoys being challenged with complex problems in perception and loves working with a bunch of smart people applying state of the art techniques in deep learning to provide impactful solutions to problems
This position is a fully remote position based in Poland.
Key Responsibilities
Below are your primary responsibilities. These represent the core areas where you'll make an impact. As part of a rapidly evolving team, we look forward to your impact expanding over time.
- Come up with solutions to complex problems in perception using deep learning.
- Articulate ideas both verbally and in written form culminating in clear design and project plan docs for their work
- Contribute to team roadmap and planning
- Work with cross functional teams across the company and contribute towards delivery of end to end solutions for the customer
- Help and mentor other junior engineers within the team
🔍 Dekoder Ogłoszenia
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The Deep learning team's work is at the crux of solutions to its customers.
Praca zespołu jest kluczowa dla produktów firmy, co może oznaczać dużą odpowiedzialność i presję.
🔴
responsible for building and maintaining advanced models
Oprócz tworzenia nowych modeli, będziesz musiał zajmować się utrzymaniem istniejących, co może być czasochłonne.
🔴
hands-on senior ML engineer who is able to own and deliver solutions to large scale perception problems in production.
Oczekuje się, że będziesz samodzielnie prowadził projekty od początku do końca, co może oznaczać dużą autonomię, ale też brak wsparcia.
🔴
Deep knowledge of nvidia edge device stack for running ML models and cuda know-how in terms delivering highly optimized models
Wymagana jest bardzo specjalistyczna wiedza techniczna, która może być trudna do zdobycia lub utrzymania.
🔴
loves working with a bunch of smart people applying state of the art techniques in deep learning
Może sugerować środowisko, w którym oczekuje się ciągłego uczenia się i nadążania za najnowszymi trendami, co może być wyczerpujące.