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Description:
Sayari is seeking a Machine Learning Engineer Intern to join their growing Machine Learning team.
The intern will develop and enhance machine learning models that power Sayari's risk intelligence platform.
This internship offers hands-on experience with real-world data on production machine learning systems at scale.
The intern will work closely with the Data and Product teams to build, evaluate, and release ML models and features.
Contributions will directly impact Sayari's mission of enhancing visibility into global commercial and trade networks.
Responsibilities include developing and improving machine learning models for trade classification, entity classification, and entity resolution.
The intern will implement data preprocessing pipelines and feature engineering techniques.
Evaluating model performance using appropriate metrics and validation techniques is also a key responsibility.
The intern will collaborate with data engineers to integrate ML models into production systems.
Researching and experimenting with new machine learning approaches to solve complex problems is expected.
Requirements:
Candidates must be currently pursuing a Bachelor's or Master's degree in Computer Science, Data Science, Mathematics, or a related technical field.
Strong programming skills in Python and experience with ML frameworks such as PyTorch, TensorFlow, or scikit-learn are required.
An understanding of fundamental machine learning concepts and algorithms is necessary.
Experience with data manipulation libraries (pandas, NumPy) and SQL is essential.
Strong analytical and problem-solving skills with excellent communication abilities are required.
Preferred qualifications include experience with distributed computing frameworks like Apache Spark.
Familiarity with MLOps tools and practices (MLflow, model versioning, CI/CD for ML) is advantageous.
Knowledge of natural language processing techniques and graph algorithms is preferred.
Experience in performance optimization for machine learning models and pipelines is a plus.
Experience working with LLM assistants and tools is also preferred.
Benefits:
Sayari offers a collaborative and positive culture where team members are smart and driven.
There are limitless growth and learning opportunities available for interns.
The company has a strong commitment to diversity, equity, and inclusion.
Team building events and opportunities are provided to enhance team cohesion.
The pay for this internship ranges from $20 to $25 an hour.