Machine Learning Engineer - Vice PresidentJPMorgan Chase & Co. • Plano, TX, United States
Machine Learning Engineer - Vice President
JPMorgan Chase & Co. • Plano, TX, United States
[job_card.variable_days_ago]
[job_preview.job_type]
- [job_card.full_time]
[job_card.job_description]Bachelor’s degree in Computer Science or equivalent practical experience. Strong experience working with multiple technology teams in a matrixed organization 5+ years of building orchestration and automation focused on enterprise networks 5 + years of experience as a software developer with a focus on integrating AI / ML solutions. Strong programming skills in Python, with experience in developing and maintaining production-level code. Experience with application architecture and design patterns. Proficiency in working with large datasets and data preprocessing. Solid understanding of AI / ML algorithms and techniques, including deep learning and natural language processing. Familiarity with AI / ML libraries and frameworks, such as TensorFlow, PyTorch, scikit-learn, and Keras. Experience with cloud platforms, such as AWS or Azure, for deploying and scaling software applications. Strong problem-solving and analytical skills and Excellent communication and collaboration skills. Familiarity with DevOps practices for software deployment and monitoring. Experience with SQL and NoSQL databases, Linux / Unix environments, and tools like Terraform and Apache Kafka. Experience with distributed computing frameworks, such as Apache Spark.
The Compute Network Storage(CNS) group, within Global Technology Infrastructure (GTI) is responsible for defining, developing and operating cloud products consumed by our Application Development Partners across the firm. Our Product Portfolio includes Private and Public Cloud Platforms and a wide range of services such as databases, messaging and telemetry.
As a Machine Learning Engineer within the Network team, you will play a pivotal role in designing, developing, and maintaining software solutions that integrate AI / ML capabilities to address complex business challenges, with a special focus on automation. This position provides an exciting platform to utilize your software engineering skills, ML Engineering, and DevOps expertise to significantly impact global business. You will collaborate with cross-functional teams to build robust, scalable, and efficient software systems. Working with an inspiring and curious team of technologists, you will be dedicated to deploying and developing large-scale infrastructure solutions that support JPMorgan Chase's diverse and critical businesses.
Job Responsibilities :
- Design, develop, and maintain software applications with integrated AI / ML capabilities with a key focus on network automation and AIOps.
- Collaborate with cross-functional teams to gather and analyze requirements, translating them into technical solutions.
- Develop and implement software architecture and design patterns to ensure scalability and performance.
- Write clean, maintainable, and efficient code in one or more general-purpose programming languages : Python, Java, C, C++, Go.
- Implement and manage data pipelines to preprocess and transform data for AI / ML models.
- Integrate AI / ML models into software applications and ensure seamless deployment into production environments.
- Optimize software applications for performance, reliability, and scalability.
- Conduct code reviews and provide technical guidance to junior developers.
- Stay up-to-date with the latest advancements in software engineering and AI / ML technologies.
- Ensure adherence to software development best practices, including agile and lean methodologies.
Required qualifications, capabilities and skills :
Preferred qualifications, capabilities and skills :
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