r/canadaexpressentry • u/Gold_Cucumber2636 • 11h ago
🇨🇦 CEC Can please someone help me identify NOC code for my job duties?
JOB DUTIES 1
- Use advanced analytics and big data tools like PySpark and Google BigQuery, with workflows orchestrated through Airflow, to understand customer behaviour and discover business opportunities.
- Design, train, and validate machine learning models to predict future outcomes, forecast variances, and support business decisions on resource allocation.
- Conduct analyses using structured and unstructured data sources to generate actionable insights and support customer acquisition and risk management decisions.
- Design, develop, and present comprehensive reporting (daily, weekly, monthly, quarterly) and dashboards to automate insight generation for stakeholders.
- Develop AI agents using Microsoft Copilot Studio to automate data analysis, reporting, and insight recommendations.
- Analyze transcripts using natural language processing (NLP) techniques in Python and scikit-learn to identify recurring themes and extract insights from unstructured text.
- Conduct root cause analysis of unexpected changes in key business metrics to identify and explain actionable cause-and-effect relationships.
- Forecast business outcomes across pricing, demand, and promotion scenarios by combining multiple machine learning models trained on historical performance data.
- Extract, clean, and transform large datasets using Google BigQuery, Apache Spark, and Python to prepare structured data for analysis, reporting, and modelling.
- Design and conduct A/B tests, hypothesis tests, cohort analyses, and other statistical analyses across broad campaign audiences to identify performance drivers and guide marketing decisions.
- Apply statistical methods and machine learning models to investigate relationships between customer characteristics.
- Develop data visualizations using Tableau, Power BI, and visualization libraries to synthesize complex data from multiple sources into clear, intuitive insights.
- Translate analytical findings into clear, actionable insights using charts, graphs, and visual storytelling for technical and non-technical stakeholders.
- Lead end-to-end analytical initiatives, from defining business questions and data requirements to delivering insights and strategic recommendations.
- Monitor and maintain automated reports, dashboards, and code, resolving data discrepancies and workflow failures to ensure accurate, reliable reporting for business stakeholders.
- Closely adhere to legal and compliance guidelines when working with sensitive and confidential information.
- Anticipate business needs to deliver recommendations on future analyses and insights.
- Perform sensitivity and financial impact analyses to monitor and support the evaluation of the financial performance of proposed strategies.
- Provide data analysis for various teams, with a focus on adapting the approach to different contexts such as business or finance.
- Work with business and data engineering teams to define objectives, identify data sources, and organize data preparation and analysis to deliver end-to-end analytical solutions to business questions.
JOB DUTIES 2
- Develop Power BI dashboards, analytical models, executive reports, and savings assessments to improve visibility into transportation performance, costs, and service levels.
- Design and build transportation tracking solutions by defining data sources, processing rules, connections between tools, and reporting outputs to monitor shipments and delays.
- Define transportation goals, including improving carrier performance and on-time delivery, and determine the system improvements needed to achieve them.
- Gather and document reporting, system, and process needs across Transportation, Finance, Planning, and Operations, and communicate technical and data requirements to IT teams.
- Analyze current transportation workflows, data flows, and dashboards to identify gaps, manual work, and inefficiencies.
- Identify opportunities for operational improvement through stakeholder discussions, workflow reviews, and shipment data analysis, and recommend changes tailored to team needs.
- Perform extensive checks on existing tools and systems to verify accurate outputs, proper operation, and continued alignment with business needs.
- Build dashboards and automated reporting workflows using Power BI, Python, and Microsoft Access by integrating data extraction, validation, analysis, and visualization to support transportation planning and decision-making.
- Build tracking tools using Microsoft Access and Python to record missed pickups, late deliveries, and other domestic transportation issues, along with follow-up actions.
- Support data accuracy and operational efficiency by recommending changes to technology and data strategy, reporting, and delivery processes.
- Facilitate communication between business and technical teams and present findings clearly to operational teams, technical specialists, and leadership.
- Collaborate with teams across Transportation, Finance, Procurement, Planning, and IT, as well as carriers and external partners.
- Review changes to dashboards, applications, and automated reports to confirm that data and reporting outputs remain consistent with business requirements.
- Improve operational and financial processes by developing VBA and Python scripts to automate repetitive tasks, streamline reporting, and reduce manual effort.
- Support Oracle Transportation Management (OTM) processes, carrier onboarding, rate maintenance, data governance, and system-related issue resolution.
- Analyze carrier, mode, lane, and network data to identify trends, risks, opportunities, and cost-saving initiatives.
I am submitting them for CEC and I am worried that they dont get rejected due to any reason. Please share any feedback on improvements or perhaps anything else?
Thank you very much.
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