
Lead Machine Learning Engineer Position
2 days ago
Job Title: Machine Learning Engineer Lead
We are seeking an experienced leader in machine learning engineering to join our AI/ML Engineering team.
You will be responsible for developing and optimizing complex data pipelines, integrating model pipelines, and building scalable AI/ML solutions.
The ideal candidate will possess a robust background in traditional machine learning, deep learning, and significant experience with large datasets and cloud-based AI services.
Core Responsibilities:
• Develop and optimize complex data pipelines, applying machine learning engineering principles to enhance efficiency and scalability.
• Integrate and optimize data and model pipelines within production environments, diagnosing data inconsistencies and documenting assumptions.
• Employ experimental methodologies, statistics, and machine learning concepts to create self-running AI systems for predictive modeling.
• Collaborate with data science teams to review model-ready datasets and feature documentation, ensuring completeness and accuracy.
• Perform data discovery and analysis of raw data sources, applying business context to meet model development needs.
Required Skills and Qualifications:
• Undergraduate degree or equivalent experience; a graduate degree is preferred.
• Minimum of 8 years of relevant work experience.
• At least 3 years of hands-on experience designing ETL pipelines using AWS services (e.g., Glue, SageMaker).
• Proficiency in programming languages, particularly Python (including PySpark, PySQL) and familiarity with machine learning libraries and frameworks.
• Strong understanding of cloud technologies, including AWS and Azure, and experience with NoSQL databases.
• Familiarity with Feature Store usage, LLMs, GenAI, RAG, Prompt Engineering, and Model Evaluation.
Benefits:
The successful candidate will have the opportunity to work on cutting-edge projects, collaborate with a talented team, and contribute to the growth and success of our organization.
Other Information:
This role requires a strong passion for machine learning engineering, excellent communication skills, and the ability to work effectively in a fast-paced environment.
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