Machine Learning Specialist

Net2Source (N2S); Toronto; Hybrid; CAD 70,000 - 90,000; Full time

Job summary

Net2Source (N2S) is looking for an Engineering Analyst I to join the Integrity Assessments & Risk team in a hybrid role. The analyst will support the evaluation of natural gas system assets, focusing on quantitative analysis and assessment of risks associated with critical facilities.

Ideal candidates will have experience in data analytics and programming skills in Python, ReliaSoft, or MATLAB. Strong analytical abilities are necessary for supporting engineering decision-making and ensuring asset integrity.

Qualifications

• Experience in data analytics.
• Experience performing data quality assessment.
• Experience with Python, ReliaSoft, or MATLAB programming.

Responsibilities

• Perform quantitative analysis related to probability of asset failure and consequences of failure.
• Collect, review, and assess engineering and asset-related data.
• Conduct data quality assessments and validate data integrity.
• Analyze data patterns and trends to support risk assessment.
• Develop and select appropriate analytical and statistical models.
• Verify and validate analytical results.
• Interpret findings and provide recommendations to support engineering decision-making.
• Support assessments to determine whether assets are safe and fit for continued service.

Skills

Data analytics

Data quality assessment

Python

ReliaSoft

MATLAB

Tools

Maximo

SAP

Job description

Job Title

Engineering Analyst I

Location

North York or Chatham, ON (Hybrid)

Work Schedule

Hybrid model: Onsite Monday, Tuesday, Thursday; Remote Wednesday, Friday

Position Overview

The Engineering Analyst I will support the Integrity Assessments & Risk – Facilities and Distribution team responsible for evaluating the condition and reliability of natural gas system assets. The role focuses on assessing risks associated with critical facilities and supporting asset integrity decisions through quantitative analysis and engineering data evaluation.

Key Responsibilities

• Perform quantitative analysis related to probability of asset failure and consequences of failure.
• Collect, review, and assess engineering and asset-related data.
• Conduct data quality assessments and validate data integrity.
• Analyze data patterns and trends to support risk assessment.
• Develop and select appropriate analytical and statistical models.
• Verify and validate analytical results.
• Interpret findings and provide recommendations to support engineering decision-making.
• Support assessments to determine whether assets are safe and fit for continued service.

Required Qualifications

• Experience in data analytics.
• Experience performing data quality assessment.
• Experience with Python, ReliaSoft, or MATLAB programming.

Preferred Qualifications

• Experience with machine learning or artificial intelligence.
• Experience with reliability or statistical modeling.
• Experience working with Maximo or SAP.

Equal Opportunity Employer

Net2Source is an equal opportunity employer, dedicated to fostering a workplace where diverse talents and perspectives are valued. We make all employment decisions based on merit, ensuring a culture of respect, fairness, and opportunity for all, regardless of age, gender, ethnicity, disability, or other protected characteristics.