Senior Machine Learning Engineer (Remote)
NearSourceToronto, ON, Canada16 days ago
Job type
- Full-time
- Remote
Job description5-8 years of hands-on experience in AI / ML engineering roles. Proficiency in Python , with strong experience in libraries like Pandas and frameworks like TensorFlow . Hands-on experience with building and deploying models, including LLMs and RAG architectures. Experience with AWS ( e.g., SageMaker, Lambda, EC2, S3 ). Advanced SQL skills and expertise with Hadoop and Spark / PySpark for large-scale data processing. Proven experience with data pipelines, feature engineering, and big data tools. Strong analytical skills to solve complex problems and optimize ML workflows.
Were hiring a Senior Machine Learning Engineer (Remote) to join our team and drive data-driven decision-making across our digital platform. Apply now to be part of the team
Responsibilities :
- Build and optimize machine learning models, including large language models (LLMs) and retrieval-augmented generation (RAG) pipelines.
- Train, fine-tune, and deploy models using frameworks like TensorFlow and Python-based libraries.
- Implement scalable AI solutions on cloud platforms like AWS.
- Perform data preprocessing and feature engineering using Pandas and advanced SQL queries.
- Leverage big data tools such as Hadoop and Spark / PySpark to manage and process large datasets efficiently.
- Integrate LLMs into production environments to power intelligent features like chatbots, recommendation systems, and knowledge extraction tools.
- Design and optimize retrieval pipelines using RAG for efficient data sourcing in real-time applications.
Minimum Qualifications :
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NearSource Technologies values diversity and is committed to equal opportunity. All qualified applicants will be considered regardless of their race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or status as protected veterans.