Machine Learning Engineer
Machine Learning Engineer
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1 Vacancy
Job Description
Location: Malvern PA (Hybrid- 3 days a week onsite & must be willing to relocate and be onsite on day 1
Responsibilities
- We are seeking an experienced Machine Learning Engineer 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 including large language models (LLMs). 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.
- 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.
- 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.
- Comfort with exploratory data exploration and tracking data lineage during inception or root cause analysis.
- Write and maintain model monitoring scripts diagnosing issues and coordinating resolutions based on alerts.
Qualifications
- Around 8 years of relevant work experience.
- At least 6 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.
- Experience with API design and development is a plus.
- Solid understanding of software engineering principles including design patterns testing security and version control.
- Familiarity with Feature Store usage LLMs GenAI RAG Prompt Engineering and Model Evaluation.
Employment Type
Full Time
