Collect, clean, and transform large, complex datasets for analysis. * Build custom machine learning models and natural language processing systems using state-of-the-art techniques. * Leverage tools ...
Collect, clean, and transform large, complex datasets for analysis. * Build custom machine learning models and natural language processing systems using state-of-the-art techniques. * Leverage tools ...
Data Science Student
Edmonton, AB · On-site
Responsibilities Gain proficiency in exploratory data analysis, perform it, and present insights. Prepare data sets for visualization and machine learning modeling. Train machine learning systems ...
Data Science Student
Edmonton, AB · On-site
Responsibilities Gain proficiency in exploratory data analysis, perform it, and present insights. Prepare data sets for visualization and machine learning modeling. Train machine learning systems ...
Aggregation and roll ups Trend analysis Anomaly and outlier detection Future machine learning and predictive use cases Ensure data structures are: Normalized where semantic clarity and governance are ...
Quick apply
Aggregation and roll ups Trend analysis Anomaly and outlier detection Future machine learning and predictive use cases Ensure data structures are: Normalized where semantic clarity and governance are ...
Google DialogFlow Engineer (Python)
Edmonton, AB · On-site +1
Leverage natural language processing (NLP), LLM, and machine learning (ML) techniques, including ... Investigate and resolve complex technical issues by analysing logs and debugging code for ...
Quick apply
Google DialogFlow Engineer (Python)
Edmonton, AB · On-site +1
Leverage natural language processing (NLP), LLM, and machine learning (ML) techniques, including ... Investigate and resolve complex technical issues by analysing logs and debugging code for ...
Responsibilities • Gain proficiency in exploratory data analysis, perform it, and present insights. • Prepare data sets for visualization and machine learning modeling. • Train machine learning ...
Responsibilities • Gain proficiency in exploratory data analysis, perform it, and present insights. • Prepare data sets for visualization and machine learning modeling. • Train machine learning ...
Responsibilities • Gain proficiency in exploratory data analysis, perform it, and present insights. • Prepare data sets for visualization and machine learning modeling. • Train machine learning ...
Responsibilities • Gain proficiency in exploratory data analysis, perform it, and present insights. • Prepare data sets for visualization and machine learning modeling. • Train machine learning ...
Experienced in Azure cloud services, functions, cloud databases, data warehouse and analytics, machine learning, developer tools, security, and identity. * Experienced in designing and implementing ...
Experienced in Azure cloud services, functions, cloud databases, data warehouse and analytics, machine learning, developer tools, security, and identity. * Experienced in designing and implementing ...
... analytics, reporting, and machine learning. Conducting customer-facing strategic workshops and assessments of existing data platforms to create recommendations on how to best modernize their data ...
... analytics, reporting, and machine learning. Conducting customer-facing strategic workshops and assessments of existing data platforms to create recommendations on how to best modernize their data ...
Manager AI
Edmonton, AB · On-site +1
We achieve this by delivering ML and data analytics capabilities built upon unified scalable ... Deep technical knowledge and 3+ years of experience in deploying AI and machine learning solutions ...
Manager AI
Edmonton, AB · On-site +1
We achieve this by delivering ML and data analytics capabilities built upon unified scalable ... Deep technical knowledge and 3+ years of experience in deploying AI and machine learning solutions ...
Senior Software Developer
Edmonton, AB · On-site
Strong analytical and problem-solving skills. Valuable Skills and Experience: * Experience in the ... Experience with machine learning. * Experience with 3D Rendering. * Experience with embedded SW ...
Senior Software Developer
Edmonton, AB · On-site
Strong analytical and problem-solving skills. Valuable Skills and Experience: * Experience in the ... Experience with machine learning. * Experience with 3D Rendering. * Experience with embedded SW ...
Tenured or Tenure-Track Cluster of Assistant, Associate, or Full Professor Positions in Geotechni...
... machine learning for predictive modeling, and digital tools for integrated earth systems analysis. Faculty hired through this cluster are expected to actively engage in cross-disciplinary ...
Tenured or Tenure-Track Cluster of Assistant, Associate, or Full Professor Positions in Geotechni...
... machine learning for predictive modeling, and digital tools for integrated earth systems analysis. Faculty hired through this cluster are expected to actively engage in cross-disciplinary ...
Sr Research Engineer
Edmonton, AB · On-site
Research activities span sensors, controls, communications, analytics (including machine learning and AI), cloud computing, embedded systems, and electronic and electro-mechanical devices. This work ...
Sr Research Engineer
Edmonton, AB · On-site
Research activities span sensors, controls, communications, analytics (including machine learning and AI), cloud computing, embedded systems, and electronic and electro-mechanical devices. This work ...
Build predictive or descriptive models using statistical, Python, or R-based machine learning ... Deliver analytics solutions iteratively in an Agile environment. Mentor teams to enhance analytics ...
Quick apply
Build predictive or descriptive models using statistical, Python, or R-based machine learning ... Deliver analytics solutions iteratively in an Agile environment. Mentor teams to enhance analytics ...
Analyze historical data to identify patterns, bottlenecks, and equipment issues System Design ... Experience with machine learning and artificial intelligence tools will be an asset * Exceptional ...
Analyze historical data to identify patterns, bottlenecks, and equipment issues System Design ... Experience with machine learning and artificial intelligence tools will be an asset * Exceptional ...
Build and maintain strong relationships with product managers, business analysts, and executive ... Machine Learning frameworks, GenAI platforms, MCP, A2A * Data Management: Cloud data stores ...
Build and maintain strong relationships with product managers, business analysts, and executive ... Machine Learning frameworks, GenAI platforms, MCP, A2A * Data Management: Cloud data stores ...
Senior Business Analyst
Edmonton, AB · On-site +1
... machine intelligence, data science, and analytics. Who We Need We need someone who is a doer who ... Conduct in-depth analysis of business processes, systems, and data to identify opportunities for ...
Senior Business Analyst
Edmonton, AB · On-site +1
... machine intelligence, data science, and analytics. Who We Need We need someone who is a doer who ... Conduct in-depth analysis of business processes, systems, and data to identify opportunities for ...
Tenured or Tenure-Track Cluster of Assistant, Associate, or Full Professor Positions in Geoenviro...
... machine learning for predictive modeling, and digital tools for integrated earth systems analysis. Faculty hired through this cluster are expected to actively engage in cross-disciplinary ...
Tenured or Tenure-Track Cluster of Assistant, Associate, or Full Professor Positions in Geoenviro...
... machine learning for predictive modeling, and digital tools for integrated earth systems analysis. Faculty hired through this cluster are expected to actively engage in cross-disciplinary ...
Tenured or Tenure-Track Cluster of Assistant, Associate, or Full Professor Positions in Environme...
... machine learning for predictive modeling, and digital tools for integrated earth systems analysis. Faculty hired through this cluster are expected to actively engage in cross-disciplinary ...
Tenured or Tenure-Track Cluster of Assistant, Associate, or Full Professor Positions in Environme...
... machine learning for predictive modeling, and digital tools for integrated earth systems analysis. Faculty hired through this cluster are expected to actively engage in cross-disciplinary ...
Tenured or Tenure-Track Cluster of Assistant, Associate, or Full Professor Positions in Mining En...
... machine learning for predictive modeling, and digital tools for integrated earth systems analysis. Faculty hired through this cluster are expected to actively engage in cross-disciplinary ...
Tenured or Tenure-Track Cluster of Assistant, Associate, or Full Professor Positions in Mining En...
... machine learning for predictive modeling, and digital tools for integrated earth systems analysis. Faculty hired through this cluster are expected to actively engage in cross-disciplinary ...
Tenured or Tenure-Track Cluster of Assistant, Associate, or Full Professor Positions in Water Res...
... machine learning for predictive modeling, and digital tools for integrated earth systems analysis. Faculty hired through this cluster are expected to actively engage in cross-disciplinary ...
Tenured or Tenure-Track Cluster of Assistant, Associate, or Full Professor Positions in Water Res...
... machine learning for predictive modeling, and digital tools for integrated earth systems analysis. Faculty hired through this cluster are expected to actively engage in cross-disciplinary ...
Machine Learning Analysis information
What is the difference between Machine Learning Analysis vs Data Scientist?
| Aspect | Machine Learning Analysis | Data Scientist |
|---|---|---|
| Required Credentials | Typically a degree in computer science, statistics, or related fields; certifications in machine learning or data analysis | Similar credentials; often includes advanced degrees in data science, statistics, or related areas |
| Work Environment | Primarily focused on developing, testing, and deploying machine learning models in tech companies, research labs, or analytics firms | Broader role involving data collection, cleaning, analysis, and communicating insights across various industries |
| Employer & Industry Usage | Used in tech, finance, healthcare, and e-commerce for predictive modeling and automation | Applied across industries for strategic decision-making, data-driven insights, and business intelligence |
While both roles require strong analytical skills and knowledge of programming, Machine Learning Analysis specializes in creating models that automate predictions, whereas Data Scientists focus on comprehensive data analysis and storytelling to inform business strategies.

Full-time
PTO
Posted 17 days ago
Job description
Putting people first, every day
BDO is a firm built on a foundation of positive relationships with our people and our clients. Each day, our professionals provide exceptional service, helping clients with advice and insight they can trust. In turn, we offer an award-winning environment that fosters apeople-first culturewith a high priority on your personal and professional growth.
Your Opportunity
We are looking for a skilled, Data Scientist, to join our team.
In this role, you will work cross-functionally to extract insights from data and build custom AI solutions to drive business impact.
Responsibilities:
Collect, clean, and transform large, complex datasets for analysis.
Build custom machine learning models and natural language processing systems using state-of-the-art techniques.
Leverage tools like TensorFlow, PyTorch, Kubernetes, and Nvidia Triton Servers to develop specialized large language models tailored to business needs.
Train, evaluate, and optimize models for accuracy, explain-ability, and ethical alignment.
Clearly communicate technical analysis and results to stakeholders using data visualizations, reports, and presentations.
Continuously monitor models and data pipelines in production to ensure quality and reliability.
Stay up to date on the latest advancements in deep learning, NLP, reinforcement learning, and other AI methods.
How do we define success for your role?
You demonstrate BDO's core values through all aspect of your work: Integrity, Respect and Collaboration
You understand your client's industry, challenges, and opportunities; clients describe you as positive, professional, and delivering high quality work
You identify, recommend, and are focused on effective service delivery to your clients
You share in an inclusive and engaging work environment that develops, retains & attracts talent
You actively participate in the adoption of digital tools and strategies to drive an innovative workplace
You grow your expertise through learning and professional development.
Requirements:
M.S. or Ph.D. in Computer Science, Data Science, or related quantitative field.
3+ years experience building and deploying machine learning models in a production environment.
Expertise in Python data science libraries like Pandas, matplotlib, NumPy, and Scikit-Learn.
Proficiency in programming languages such as Python, R, or Scala. Experience with SQL and NoSQL databases is essential.
Knowledge graph
Use Git for version control and collaborative development, ensuring all code is well-documented and follows best practices.
Experience training custom transformer models like Llama and Mistral.
Knowledge of cloud platforms like Azure, AWS, or GCP for model deployment.
Strong verbal and written communication skills.
Passion for translating complex data into actionable insights.
Ideal Candidate Will Have:
A systematic approach to problem-solving and devising practical solutions.
Published academic research in ML/AI conferences and journals.
Kaggle competition experience demonstrating modeling expertise.
Knowledge of responsible and ethical AI practices.
Ability to mentor and share knowledge with junior data scientists.
Why BDO?
Our people-first approach to talent has earned us a spot among Canada's Top 100 Employers for 2026. This recognition is a milestone we're thrilled to add to our collection of awards for both experienced and student talent experiences.
Our firm is committed to providing an environment where you can be successful in the following ways:
We enable you to engage with how we change and evolve, being a key contributor to the success and growth of BDO in Canada.
We help you become a better professional within our services, industries, and markets with extensive opportunities for learning and development.
We support your achievement of personal goals outside of the office and making an impact on your community.
Giving back adds up: Where company meets community. BDO is actively involved in our communities by supporting local charity initiatives. We support staff with local and national events where you will be given the opportunity to contribute to your community.
Total rewards that matter: We pay for performance with competitive total cash compensation that recognizes and rewards your contribution. We provide flexible benefits from day one, and a market leading personal time off policy. We are committed to supporting your overall wellness beyond working hours and provide reimbursement for wellness initiatives that fit your lifestyle.
Everyone counts: We believe every employee should have the opportunity to participate and succeed. Through leadership by our Diversity, Equity and Inclusion Leader, we are committed to a workplace culture of respect, inclusion, and diversity. We recognize and celebrate the valuable differences among each of us, including race, religious beliefs, physical or mental disabilities, age, place of origin, marital status, family status, gender or gender identity and sexual orientation. If you require accommodation to complete the application process, please contact us.
Flexibility: All BDO personnel are expected to spend some of their time working in the office, at the client site, and virtually unless accommodations or alternative work arrangements are in place.
Our model is a blended approach designed to support the flexible needs of our people, the firm and our clients. It's about creating work experiences that meet everyone's needs and providing flexibility to adjust when, where and how we work to meet the expectations of our role.
Code of Conduct: Our Code of Conduct sets clear standards for how we conduct business. It reflects our shared values and commitments and includes guiding principles to help us make ethical decisions and maintain trust with each other, our clients, and the public.
BDO may use artificial intelligence enabled tools to support certain aspects of the recruitment process. While these tools assist our teams, our use of AI does not replace human decision making, and all employment-related outcomes are made by BDO personnel.
More information on BDO Canada's Privacy Policy can be found here: Privacy Policy | BDO Canada
Ready to make your mark at BDO? Click "Apply now" to send your up-to-date resume to one of our Talent Acquisition Specialists.
To explore other opportunities at BDO, check out ourcareers page.
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