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As a Data Scientist, you will be an analytical individual who wants a new challenge every day and is not content with the status quo. You will be proposing solutions and strategies to business challenges which you will develop through deep learning.
RESPONSIBILITIES:
Performing fundamental research work on applying deep learning to different types of data (categorical, temporal, etc.)
Constructing data pipelines and applying data processing, cleansing and integrating
Developing, testing and evaluating deep learning algorithms to tackle the underlying problem
Assisting in model deployment and optimizing for performance
Developing documentation for developed models
Assisting in development of materials and analysis for project proposals and proof of concepts
Proposing solutions and strategies to business challenges through deep learning
REQUIREMENTS:
Master degree in Data Science, Computer Science, Math, Statistics, Engineering or a related program of study
2+ years hands-on experience using Python (including NumPy, pandas)
Strong grasp of computer science fundamentals, algorithms, data structures, and design patterns
Background in statistical modelling, data mining and deep learning
Experience with Tensorflow and Keras or other deep learning frameworks
Previous experience with designing, training, debugging and evaluating machine learning algorithms
Previous experience in applying CNNs and/or RNNs (including LSTM) to temporal data
Previous experience with unstructured data
Previous experience in applying evolutionary/genetic algorithms
Previous experience with dimensionality reduction techniques for data visualization
Experience with cloud services, docker or serverless technologies would be considered an asset
Experience using Jupyter Notebooks would be considered an asset
ABOUT GIATEC:
Giatec is a global company revolutionizing the concrete industry by bringing smart testing technologies and real-time data collection to the forefront of every jobsite. Giatec’s suite of hardware & software products has leveraged advanced technologies such as; AI, and Internet of Things (IoT), including; wireless concrete sensors, mobile apps, and advanced non-destructive technologies (NDT) to drive innovation throughout concrete’s lifecycle and reduce concrete’s carbon footprint.
We fundamentally believe that attracting and keeping smart and talented people is a key to our success. We are looking for creative and passionate people to join our rapidly expanding team. Join us and experience the challenges, rewards, and opportunities of working for Giatec, one of the world’s most innovative companies in the concrete industry.
Giatec technology has helped over 8,000 projects in 80 countries worldwide meet their construction targets on time, and this number is quickly growing. We have also been recognized by numerous organizations as one of Canada’s fastest growing companies for three years running!
Team up with us and reshape your future!
TO APPLY:
Do you have some of these skills but maybe not all? We still encourage you to apply as we would love to review your unique application and learn more about you! Please send your cover letter and resume to us indicating why you believe you would be a good fit for this role.
At Giatec, we know that diversity, inclusion and a sense of belongingness are critical to our success. We believe that employees with diverse backgrounds and experiences strengthen our workplace culture, boost our creativity, and help us to revolutionize the concrete industry.
Giatec is dedicated to creating a barrier-free environment starting with the hiring process. If you require any special accommodation or support during the recruitment process, please indicate in your email to us.
