Data Scientist

1 week ago

Kitchener, Canada SomaDetect Full time

**Job Overview**

SomaDetect is a high-growth technology startup in the dairy industry that is looking to expand its development team. We have a diverse team that strives to develop fiercely innovative solutions, with a focus on quality to create products that put farmers first. SomaDetect is now a fully remote company, with team clusters in Buffalo, NY, and across Canada (southern Ontario, Ottawa, Fredericton, and Halifax). This is a remote position.

*
Responsibilities and Duties*
- Perform statistical analysis on data from different sources/sensors
- Develop machine learning models for real-world problems (a product oriented approach)
- Responsible for developing processes and tools to monitor and analyze the data quality and model performance
- Work collaboratively with other data scientists, software developers and engineers to integrate algorithms into a complete product
- Thoroughly test and objectively evaluate the scope of validity of any R&D deliverables
- Responsible for enhancing the data collection procedures collaboratively with other operational teams for building the relevant predictive models.
- Ability to understand an end-to-end product development/deployment lifecycle.

**Qualifications & Requirements**
- Ph.D. or Master’s degree in Computer science, Data Science, Bioinformatics, Engineering, or equivalent experience
- 3+ years of relevant experience in the data science, computer vision and machine learning field
- Strong programming skills in Python (must have) and/or R(a plus)
- Experience with data analysis, computer vision and visualizations (numpy, pandas, opencv, scikit-image, matplotlib etc.)
- Strong fundamental grasp of machine learning and deep learning concepts (Random Forests, SVMs, CNNs, LSTMs etc.)
- Knowledge of deep learning frameworks: TensorFlow or PyTorch
- Experience working in Linux environment
- Knowledge and experience in statistical and data mining techniques using time series datasets, Bayesian Probability, Markov Models (HMM) is a plus
- Experience in using AWS (S3, Sage Maker) is a plus
- Excellent oral and written communication
- Works effectively in small teams
- Experience in working in an agile environment, using project management and reporting tools (e.g., Confluence, Jira etc)

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