Application Software Architect-Machine Learning
1 month ago
Reference #: 7619
Location: Ottawa
Type: Sub-contract
Donna Cona Inc. is currently seeking an Application Software Architect-Machine Learning, for one of our Government clients.
Candidate MUST have the following:
- Proven experience as a Machine Learning Engineer or similar role;
- In depth knowledge of AWS Sagemaker;
- Understanding of data structures, data modeling and software architecture;
- Able to write robust code in Python, Java and R;
- Familiarity with machine learning frameworks (such as Keras or PyTorch) and libraries (such as scikit-learn);
- Able to work in a team; and
- Outstanding analytical and problem-solving skills.
Candidate should have the following demonstrated experience:
- Deep knowledge of math, probability, statistics and algorithms; and
- BSc in Computer Science, Mathematics or similar field; Master’s degree is a plus.
Candidate Responsibilities:
- Study and transform data science prototypes;
- Design machine learning systems;
- Research and implement appropriate ML algorithms and tools;
- Develop machine learning applications according to requirements;
- Select appropriate datasets and data representation methods;
- Run machine learning tests and experiments;
- Perform statistical analysis and fine-tuning using test results;
- Train and retrain systems when necessary;
- Extend existing ML libraries and frameworks; and
- Keep abreast of developments in the field.
Donna Cona is committed to a diverse, equitable and inclusive workplace. We are an equal opportunity employer. We don’t discriminate on the basis of gender, gender identity, sexual orientation, race, national origin, disability, age or any other protected status. We are committed to maintaining a barrier free recruitment process by providing equal employment opportunities through recruiting and retention of individuals.
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