data engineer
Posted on April 05, 2024
by
Employer details
Intersog
Job details
The AI Practice team is dedicated to pioneering AI-driven solutions, encompassing hyper-personalization, AI-powered selling strategies, extensive unstructured data analysis through NLP, and innovative dynamic pricing approaches. Utilizing the latest in machine learning and deep learning technologies alongside comprehensive engineering platforms, they are committed to developing impactful products and client-centered solutions.
*Responsibilities:*
* Develop and manage ML model pipelines, focusing on feature engineering, model training, and inferencing.
* Scale ML algorithms for large data sets under strict service level agreements (SLAs).
* Enhance ML Engineering platforms and ensure the implementation of MLOps practices for model monitoring and feedback loops.
* Write clean, production-quality code that adheres to best practices and design guidelines.
* Work collaboratively with global teams to deliver projects, utilizing development and project management tools to maintain organization and communication.
* Engage in continuous learning to stay abreast of new technologies and methodologies in ML architecture and design.
*Qualifications:*
* Bachelor's or Master's in Computer Science, MIS, IT, or related fields.
* 2-4 years of experience in deploying production-level ML models.
* Proficiency in Python / PySpark and experience with ML platforms (e.g., Dataiku, Sagemaker, MLFlow).
* Skilled in deploying models to cloud services (AWS, Azure, GCP) and optimizing ML models for performance and scalability.
* Solid understanding of machine learning, deep learning fundamentals, common data structures, algorithms, and design patterns.
* Excellent communication skills, both verbal and written.
*Preferred Skills:*
* Experience with Spark or similar distributed computing frameworks.
* Knowledge in DevOps, CI/CD, data security, and designing on cloud platforms.
* Background in data engineering for Big Data systems.
Job Type: Full-time
Salary: From $90,000.00 per year
Benefits:
* Dental care
* Extended health care
* Paid time off
* Vision care
* Work from home
Schedule:
* Monday to Friday
Work Location: In person
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LocationToronto, ON
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Salary$90,000YEAR annually
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Terms of employment
Full time
- Start date
Starts as soon as possible
- vacancies
1 vacancy
- Source
indeed.com
#9224190018
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