Colliers is seeking a Senior Software Engineer for AI/ML to define the technical architecture for a new AI/ML model to build a private Colliers Valuation-specific AI/ML model.
Requirements
- Proven experience as a Data Engineer or similar role, with a focus on AI/ML projects.
- Strong proficiency in Python programming and experience with relevant libraries and frameworks (e.g., pandas, NumPy, scikit-learn, TensorFlow, PyTorch).
- Solid understanding of data engineering concepts, data modeling, and database systems (e.g., SQL, NoSQL).
- Experience with data integration and ETL tools (e.g., Apache Airflow, Apache Spark, Talend).
- Familiarity with cloud platforms (e.g., AWS, Azure, GCP) and related services (e.g., S3, EC2, BigQuery).
Responsibilities
- Design, develop, and maintain scalable and efficient data pipelines to collect, clean, and transform large volumes of data.
- Ensure data pipelines are robust, reliable, and optimized for performance.
- Design and implement data models that support the storage, retrieval, and analysis of structured and unstructured data.
- Integrate and consolidate data from various sources, both internal and external, to create a unified and comprehensive data ecosystem.
- Ensure data integrity and accuracy through data quality assessments, cleansing, and validation techniques.
- Optimize and enhance machine learning algorithms for performance, scalability, and accuracy.
- Implement data preprocessing, feature engineering, and model training workflows using Python and relevant libraries (e.g., scikit-learn, TensorFlow, PyTorch).
Other
- Bachelor's or master's degree in computer science, Data Science, or a related field with 3-5 years’ experience
- Applicants must be currently authorized to work in the United States on a full-time basis. The employer will not sponsor applicants for work visas.
- Strong problem-solving skills and ability to work in a fast-paced, collaborative environment.
- Direct applicants only please, no agencies.
- Colliers respects diversity and is an equal opportunity employer.
