Machine Learning Engineer
11 hours ago
Bounteous x Accolite is a leading digital engineering and technology services company that helps ambitious brands succeed in a rapidly changing world. We are seeking a highly skilled Machine Learning Specialist to join our team in Montreal, Quebec.
Job SummaryWe are looking for a talented Machine Learning Specialist to work on end-to-end development of Machine Learning and Natural Language Processing models. The successful candidate will have a strong background in machine learning, data science, and software development, with experience in designing and implementing business solutions in agile squads.
Key Responsibilities- Develop and implement Machine Learning models to derive insights from research publications, legal documents, and regulatory requirements
- Perform technical analysis and software development to design and implement business solutions
- Engage in Machine Learning projects, including problem definition, data engineering, and model risk management
- Develop, maintain, and track detailed delivery plans
- Strong data analysis, processing, and discovery skills
- Master's degree in mathematics, statistics, economics, data science, machine learning, operational research, physics, or other related quantitative fields
- At least 4 years of experience in design and implementation of machine learning, predictive analysis, data science, knowledge bases, recommendation systems, and information retrieval
- Strong understanding of foundational concepts and applied experience in machine learning and model explainability
- In-depth knowledge of common machine learning algorithms, including classification, regression, and clustering
- Experience with LLM models and Open AI
- In-depth knowledge of advanced statistical theories, methodologies, and inference tools
- Proven track record in advanced topics such as Bayesian inference, hierarchical models, deep learning, Gaussian processes, and causal inference
- Practical experience in preparing data for machine learning and integrating with big-data platforms and high-performance computing ecosystems
- Strong oral and written communication skills
- Strong analytical and problem-solving skills
- Experience with vendor products such as Microsoft AI Builder (Power Platform) and CO Pilot
- Familiarity with Azure and AWS framework
- Experience with non-English natural language processing
- ML libraries H2O, Keras, Tensorflow
- Experience with deep learning
- Banking/financial services experience is a plus
Bounteous x Accolite is an equal opportunity employer and welcomes applications from all qualified candidates. We are committed to creating an inclusive workplace and celebrate the diversity of our team members. If you have a passion for machine learning and data science, and possess a strong technical background, we encourage you to apply.
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