Senior Time Series Analyst

6 days ago

Ottawa, Ontario, Canada BluWave-ai Full time

BluWave-ai is a pioneering force in the renewable energy sector, harnessing cutting-edge AI solutions to drive clean energy adoption in smart grids and transportation electrification. As a seasoned Senior Time Series Analyst, you will be strongly motivated by the pragmatic and rigorous application of machine learning techniques. You have the drive to learn, evaluate, and apply data science and ML techniques for real-time smart grid control and optimization solutions.

Key Responsibilities
  • Data Preprocessing and Cleaning: Clean, transform, and preprocess time series data for integrity and quality, handling missing data, outliers, and anomalies.
  • Performance Monitoring: Continuously monitor and validate forecasting model accuracy and performance over time.
  • Collaboration and Communication: Collaborate with cross-functional teams to understand business requirements and provide actionable insights based on time series analysis and optimization.
  • Research and Innovation: Stay updated with the latest advancements in time series forecasting, optimization techniques, and related domains.
Technical Requirements
  • Programming Skills: Proficiency in Python for data manipulation, analysis, and model development.
  • Analytical Skills: Ability to apply mathematical concepts and statistical techniques to analyze complex time-dependent data.
  • Data Visualization: Proficiency in data visualization and dashboarding tools like Grafana, Plotly, or similar.
Demonstrated Assets
  • Familiarity with control and optimization of modern power and energy systems.
  • Experience with optimization techniques such as linear programming, integer programming, and related tools.
Preferred Skills
  • Deployment and Monitoring: Understanding of machine learning model deployment strategies and monitoring techniques.
  • MLOps Tools: Familiarity with Kubeflow, MLflow, or similar for managing and deploying machine learning models.
  • Big Data Technologies:
    • Time Series Databases: Familiarity with InfluxDB, Prometheus, or TimescaleDB for efficient time series data storage.
About BluWave-ai

We are an equal opportunities employer committed to fostering a diverse and inclusive work environment. We welcome applicants from all backgrounds and ensure that our hiring processes do not discriminate against any protected characteristics. Our offices are located in Ottawa, ON / Summerside, PE / Calgary, AB (hybrid, no remote). This position reports directly to the Software Engineering Manager. The estimated annual salary for this position is approximately $120,000-$150,000, depending on experience and qualifications.

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