1 час назад
Compliance, Machine Learning Engineer, New York, Vice President (Machine Learning)
130 000 - 250 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Compliance, Machine Learning Engineer, New York, Vice President (Machine Learning): Building and deploying scalable machine learning systems and infrastructure for compliance models using large-scale structured and unstructured data, with an accent on feature engineering, distributed architectures, and model precision and recall. Focus on productionizing ML and deep learning models, running experiments, collaborating with ML researchers, and designing reliable data and system architectures.
Location: New York, NY, United States
Salary: USD 130,000–250,000 per year
Company
is a global investment banking, securities, and investment management firm with offices around the world.
What you will do
- Build and operate machine learning platforms and applications that prevent, detect, and mitigate regulatory and reputational risk.
- Lead end-to-end machine learning projects using large-scale structured and unstructured data.
- Build machine learning infrastructure, including feature engineering and model scaling for distributed environments.
- Develop, productionize, maintain, and continuously tune machine learning models.
- Collaborate with machine learning researchers to accelerate the use of advanced models.
- Conduct code reviews and maintain high standards of code quality and system design.
Requirements
- Bachelor’s or master’s degree in computer science or a related field.
- 10+ years of hands-on experience building scalable machine learning systems.
- Strong coding skills and computer science fundamentals, including algorithms, data structures, and software design.
- Expertise in Python and PySpark, with experience in Scala, Iceberg, HDFS file formats, AWS or GCP, and big data feature engineering.
- Experience with system design, database selection, and schema definition for data storage.
- Extensive experience with TensorFlow, PyTorch, Scikit-Learn, HuggingFace, and other machine learning and deep learning toolkits.
Nice to have
- Experience with LLMs and prompt engineering.
- Experience architecting and deploying machine learning applications on AWS or GCP.
- Experience with code reviews and architecture design for distributed systems.
Culture & Benefits
- Access to modern technology and large volumes of structured and unstructured data.
- Training and development opportunities and firmwide professional networks.
- Benefits, wellness, personal finance offerings, and mindfulness programs.
- Commitment to diversity, inclusion, and reasonable accommodations during the recruiting process.
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