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AI ML Engineer - Cybersecurity Applications Job Opening In Columbus – Now Hiring JPMorgan Chase & Co.


Job description

Your seniority as a security engineer puts you in the ranks of the top talent in your field.

Play a critical role at one of the world's most iconic financial institutions where security is vital.

As a Security Engineer III at JPMorganChase within the Cybersecurity and Technology Controls line of business, you serve as a seasoned member of a team that works to deliver software solutions that satisfy pre-defined functional and user requirements with the added dimension of preventing misuse, circumvention, and malicious behavior.

Carry out critical technology solutions with tamper-proof, audit defensible methods across multiple technical areas within various business functions in support of the firm’s business objectives

Job responsibilities

  • Executes security solutions design, development, and technical troubleshooting with the ability to apply knowledge of existing security solutions to satisfy security requirements for internal clients (., product, platform, application owners)
  • Creates secure and high-quality production code and maintains algorithms that run synchronously with appropriate systems
  • Applies specialized tools (., vulnerability scanner) to analyze and correlate incident data to identify, interpret, and summarize the probability and impact of threats when determining specific vulnerabilities
  • Leads delivery of continuity-related awareness, training, educational activities, and exercises
  • Adds to team culture of diversity, opportunity, inclusion, and respect
  • Model Development: Design and implement custom data models and algorithms for cybersecurity, using A/B testing to evaluate model quality.
  • Advanced AI Techniques: Apply cutting-edge AI/ML/DL methods, including Generative AI, Transfer Learning, and Reinforcement Learning, to enhance cyber data analysis.
  • LLM Tools and Development: Lead the selection, fine-tuning, and application development of large language models (LLMs), focusing on innovative LLM-backed applications and advanced methods like Retrieval-Augmented Generation (RAG).
  • Collaboration and Implementation: Work with various teams to implement models, monitor outcomes, and ensure data accuracy.
  • Innovation and Custom Solutions: Design experiments to push LLM capabilities and develop solutions for sparse-data situations.

    Create custom models when existing ones are insufficient.
  • Security and Risk Management: Facilitate security requirements, recommend business modifications during vulnerabilities, and manage resources based on risk assessments
  • Required qualifications, capabilities, and skills

  • Formal training or certification on Software Engineering concepts and 3+ years applied experience
  • Experience developing security engineering solutions
  • Proficient in coding in one of more languages
  • Overall knowledge of the Software Development Life Cycle
  • Solid understanding of agile methodologies such as CI/CD, application resiliency, and security
  • Proficiency in developing ML pipelines and using a wide range of algorithms, including deep learning models like CNN, RNN, LSTM, GRU, BERT, and more.
  • Strong backend and frontend development skills, with experience in cloud environments (AWS, Google Cloud, Azure).
  • Expertise in Python, SQL, and Spark for large-scale applications.
  • Advanced knowledge of statistical techniques and machine learning algorithms.
  • Experience in enterprise-level security solutions
  • Preferred qualifications, capabilities, and skills
  • Proficiency in managing GPU resources in frameworks like PyTorch or TensorFlow.
  • Experience with cloud-native development, CI/CD pipelines, and Agile methodology.
  • Familiarity with distributed computing tools like Map/Reduce, Hadoop, and Spark.
  • Experience with LLM development and wrapper languages, such as OpenAI and LangChain.
  • Proven ability to apply AI to comprehensive and practical technology solutions.
  • Required Skill Profession

    Computer Occupations


    • Job Details

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