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Big Data/ Machine Learning Engineer
Big Data/ Machine Learning EngineerHAN • Iselin, NJ
Big Data/ Machine Learning Engineer

Big Data/ Machine Learning Engineer

HAN • Iselin, NJ
30+ days ago
Job type
  • Full-time
Job description

Role: Big Data/ Machine Learning Engineer
Any Visa is okay
Location: Malvern, PA (Hybrid- days a week onsite & must be willing to relocate and be onsite on day )
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 years of relevant work experience.
  • At least years of hands-on experience designing ETL pipelines using AWS services (, 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.

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Big Data/ Machine Learning Engineer • Iselin, NJ

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