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JPMorgan Machine Learning Engineer 
United States, New Jersey, Jersey City 
757576482

07.09.2024

Job Responsibilities

  • Design and develop machine learning systems.
  • Select appropriate datasets and data representation methods to preprocess and engineer features.
  • Research and implement appropriate machine learning algorithms and tools.
  • Design, implement, and support tools and workflows to facilitate machine learning experiments, tests, and production deployments.
  • Transform and convert data science prototypes into machine learning model deployments.
  • Develop machine learning applications according to business analytical requirements.

Required qualifications, capabilities, and skills

  • 3+ years of applied ML engineering experience and Bachelor’s degree in computer science, information systems, or electrical engineering, or equivalent
  • Good understanding of core algorithms, deep neural networks, and LLMs/SLMs.
  • Experience with NLP and the relevant frameworks and libraries.
  • Knowledge of software development processes for machine learning systems with hands on experience with data/feature engineering, training, orchestration, model deployment/serving, model monitoring, and governance utilizing modern ML frameworks, libraries, and tools.
  • Experience with public cloud technologies, specifically with AWS, and automation processes and tools such as IaC, and CI/CD pipelines.

Preferred qualifications, capabilities, and skills

  • Experience with Azure OpenAI or similar LLM APIs would be a plus.
  • Experience with Azure would be plus
  • Working experience with big data, data lakes/data mesh/lake house architectures, and ML data engineering processes, tools & techniques would be a plus.