Machine Learning Analyst
AbaData
Calgary, AB
Company
AbaData is a leading mapping and data visualization company specializing in delivering advanced surface data solutions for the energy, environmental, renewables, and utilities sectors. Our platform integrates sophisticated GIS mapping, operational data, and modern software to help organizations better understand and manage real-world infrastructure.
We are increasingly leveraging AI and Machine Learning to enhance automation, extract insights from complex datasets, and support smarter decision-making. Our team enjoys solving challenging real-world problems using practical technology.
The Role
We are looking for a Machine Learning Analyst to join our growing team. This role is well suited for a recent graduate or someone with up to three years of experience who is interested in applying machine learning techniques in a practical software environment.
You will work closely with our ML lead and development team to experiment with models, prototype new approaches, and integrate ML capabilities into our platform. This role focuses on applying and adapting machine learning techniques to real-world datasets rather than building large models from scratch.
This is an on-site position in Calgary, AB (NW Calgary).
AbaData is a leading mapping and data visualization company specializing in delivering advanced surface data solutions for the energy, environmental, renewables, and utilities sectors. Our platform integrates sophisticated GIS mapping, operational data, and modern software to help organizations better understand and manage real-world infrastructure.
We are increasingly leveraging AI and Machine Learning to enhance automation, extract insights from complex datasets, and support smarter decision-making. Our team enjoys solving challenging real-world problems using practical technology.
The Role
We are looking for a Machine Learning Analyst to join our growing team. This role is well suited for a recent graduate or someone with up to three years of experience who is interested in applying machine learning techniques in a practical software environment.
You will work closely with our ML lead and development team to experiment with models, prototype new approaches, and integrate ML capabilities into our platform. This role focuses on applying and adapting machine learning techniques to real-world datasets rather than building large models from scratch.
This is an on-site position in Calgary, AB (NW Calgary).
- Integrate ML models and AI capabilities into our broader product ecosystem including data ETL, deployment, monitoring, and scalability
- Architect and refine ML driven systems and pipelines for oil and gas applications and emerging industry use cases
- Conduct hands on research, experiments, and prototyping to evaluate new algorithms, tools, and technique
- Leverage existing ML algorithms with novel datasets to generate meaningful insights
- Translate complex domain logic into ML augmented workflows
- Collaborate with the development team to package, test, and deploy ML or AI features into production environments
Who we are looking for
- Bachelor’s degree or equivalent in computer science, statistics, or a related field
- Interest in Machine Learning and AI demonstrated through projects, research, internships, or open-source work
- Hands-on experience with Machine Learning, Deep Learning, and Python
- Proficiency with ML tools and libraries such as PyTorch, NumPy, and Scikit-learn
- Understanding of ML algorithms, evaluation metrics, and validation techniques
- Experience experimenting with LLMs or model APIs such as OpenAI is considered an asset
- Experience with full-stack development (.NET, HTML/CSS, JavaScript), SQL, and/or Git is considered an asset
- A curious and motivated problem solver who enjoys experimenting with new ideas and technologies
- Ability to learn quickly and work independently when exploring new approaches
What we offer
- A competitive salary with a comprehensive benefits plan and a flexible health spending account
- Flexible paid time off and complimentary parking
- Career growth opportunities in an expanding company
- Regular team building events and in-person socials with our Western Canadian offices
- An
opportunity to work alongside an exceptional team of accomplished
developers and executives, including the former CEO and co-founder of
GasBuddy
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