Ai Data Specialist, Innovation

2 weeks ago

North Vancouver, Canada Seaspan ULC Full time

**What you’ll do**
- Collaborate with cross-functional teams to design and build scalable data and machine learning pipelines.
- Prepare, clean, and transform raw data from various sources into structured formats suitable for machine learning tasks.
- Develop and implement robust feature engineering techniques to enhance model performance.
- Validate models using rigorous testing frameworks, including unit tests and integration tests, to ensure reliability and scalability.
- Support the deployment, monitoring, and maintenance of machine learning models in production environments.
- Document processes, workflows, and findings to facilitate collaboration and knowledge sharing across the team.
- Provide technical insights and recommendations to enhance data infrastructure and machine learning workflows.

**What you’ll bring**
- A bachelor’s degree in computer science, engineering, or a related field, with 2 to 4 years of experience in data science, data engineering, or machine learning-related fields.
- Proficiency in Python, including experience with machine learning frameworks such as Scikit-learn, TensorFlow, or PyTorch.
- Proven experience in preparing and managing large datasets, including data wrangling, feature engineering, and creating train-test-validation datasets for machine learning workflows.
- Hands-on experience in the full lifecycle of machine learning projects, including data collection, preparation, model development, validation, deployment, and maintenance.
- Experience with exploratory data analysis (EDA) to identify trends and support business decision-making processes.
- Strong knowledge of SQL and experience working with database management systems to extract, transform, and load data for machine learning pipelines.
- Expertise in designing and executing robust unit tests to validate custom functions, layers, and utility modules, ensuring code reliability.
- Familiarity with integration testing for machine learning pipelines and workflows, covering data preprocessing, model training, and evaluation.
- Experience in conducting technical investigations and writing comprehensive technical reports to communicate findings effectively.
- Strong problem-solving skills, with the ability to diagnose and resolve complex data engineering and machine learning issues.
- A business mindset, enabling alignment of technical innovation with organizational goals and outcomes.
- Excellent analytical, organizational, and communication skills, with the ability to work both independently and as part of a cross-functional team.
- Ability to prioritize and manage tasks effectively, meet strict deadlines, and perform well under pressure.

**Why you’ll love working here**
- This is a full-time, permanent position. With multiple operations and long-term projects.
- Seaspan employees enjoy job stability as we look ahead to build ships for decades to come.
- We also provide a best-in-class health and wellness benefits package for this position, including such things as full health care (e.g. unlimited physiotherapy), dental, vision, life insurance, medical leave coverage, parental leave coverage, childcare benefit partnership, personal spending account, and an Employee Family Assistance Program (EFAP).
- This is a full-time permanent position because we have long term projects that need long term strategic support.
- This position qualifies for an optional hybrid work schedule.
- Free on-site gym.
- Parking is included and to assist those that are using transit, we operate a complimentary shuttle bus Monday through Friday with various pick up and drop off points around North Vancouver.

**#LI-CV1 #LI-HYBRID

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