#job #senior #ml #meteorology #remote from EU #relocate #Poland #EU
Senior Machine Learning Engineer at Rainbow.AI
At Rainbow.AI, we are building the game-changing weather predictions with ambitious to create a company that provides you with all kind of the climate data in a fast and accurate manner. Our plan is to predict weather much more accurately them game players do it now.
Our goal for 2023 is transformation weather data forms radars (satellites) to predict the weather in less then 3 minutes.
We are not suitable for scientists whose goal is to publish an article and try new technologies. We are looking for practical engineers who are able to deepen their skills in the field and thereby bring the quality of the product to a higher level.
Our goal is to do better than our companies and there for we need engineers who share our approach.
Responsibilities
Independent organization of the work in the tasks of the product
Participation in large meetings once a week and daily stand-ups
The manifestation of initiative and its argumentation
Finding the best solutions for continuous product improvement
Development of state-of-the-art deep learning based weather predictions models
*From early prototype to production
*On the goal scale
*In automated manner, utilizing AutoML approaches, so each region have their best model
*From nowcasting (3 minutes) to hours and days.
Successful collaboration with other team members
Requirements
Deep knowledge of convolutional neural networks: architectures, losses, typical tasks (segmentation, classification, object detection)
Basic understanding of recurrent neural networks (LSTM, GRU, Transformers) and time series analysis
Basic understanding of GANs
Hands-on experience with modern frameworks -PyTorch, TrensFlow
Experience in delivery of production-readly ML solutions
Basic knowledge of statistics
Ability and openings to learn, fail, reflect and apply learning moving forward
High level of self-organization
Ability to complex engineering problems in favor of business problems
High degree of involvement in the product
The ability to develop the product in depth
Would be nice to have
Experience working with satellitart imagery
Experience working with RADAR\LiDAR data (or any other sparse types of data)
Experience with AutoML approaches
Experience with anomaly detection techniques
What we offer
We offer solid stock options compensation for the result. It's a chance earn much more then regular salary
We can help with relocation to EU if you need it
We have comfortable office in center Warsaw to offline meeting, the company will cover all transportation cost for this meeting
Please contact @gera7799 for details!
Senior Machine Learning Engineer at Rainbow.AI
At Rainbow.AI, we are building the game-changing weather predictions with ambitious to create a company that provides you with all kind of the climate data in a fast and accurate manner. Our plan is to predict weather much more accurately them game players do it now.
Our goal for 2023 is transformation weather data forms radars (satellites) to predict the weather in less then 3 minutes.
We are not suitable for scientists whose goal is to publish an article and try new technologies. We are looking for practical engineers who are able to deepen their skills in the field and thereby bring the quality of the product to a higher level.
Our goal is to do better than our companies and there for we need engineers who share our approach.
Responsibilities
Independent organization of the work in the tasks of the product
Participation in large meetings once a week and daily stand-ups
The manifestation of initiative and its argumentation
Finding the best solutions for continuous product improvement
Development of state-of-the-art deep learning based weather predictions models
*From early prototype to production
*On the goal scale
*In automated manner, utilizing AutoML approaches, so each region have their best model
*From nowcasting (3 minutes) to hours and days.
Successful collaboration with other team members
Requirements
Deep knowledge of convolutional neural networks: architectures, losses, typical tasks (segmentation, classification, object detection)
Basic understanding of recurrent neural networks (LSTM, GRU, Transformers) and time series analysis
Basic understanding of GANs
Hands-on experience with modern frameworks -PyTorch, TrensFlow
Experience in delivery of production-readly ML solutions
Basic knowledge of statistics
Ability and openings to learn, fail, reflect and apply learning moving forward
High level of self-organization
Ability to complex engineering problems in favor of business problems
High degree of involvement in the product
The ability to develop the product in depth
Would be nice to have
Experience working with satellitart imagery
Experience working with RADAR\LiDAR data (or any other sparse types of data)
Experience with AutoML approaches
Experience with anomaly detection techniques
What we offer
We offer solid stock options compensation for the result. It's a chance earn much more then regular salary
We can help with relocation to EU if you need it
We have comfortable office in center Warsaw to offline meeting, the company will cover all transportation cost for this meeting
Please contact @gera7799 for details!