Citigroup - Jacksonville, FL

posted 29 days ago

Full-time - Senior
Jacksonville, FL
Credit Intermediation and Related Activities

About the position

The Machine Learning/Data Scientist is a senior-level position focused on establishing and implementing application systems and programs in collaboration with the Technology team. This role involves managing decision and prediction models using artificial intelligence methods and platforms, ensuring integration of functions to meet organizational goals, and providing expertise in applications programming while adhering to architectural standards.

Responsibilities

  • Partner with multiple management teams to ensure appropriate integration of functions to meet goals and identify necessary system enhancements.
  • Resolve high impact problems/projects through in-depth evaluation of complex business processes and industry standards.
  • Provide expertise in applications programming and ensure application design adheres to the overall architecture blueprint.
  • Utilize advanced knowledge of system flow and develop standards for coding, testing, debugging, and implementation.
  • Develop comprehensive knowledge of how business areas integrate to accomplish goals.
  • Provide in-depth analysis to define issues and develop innovative solutions.
  • Serve as advisor or coach to mid-level developers and analysts, allocating work as necessary.
  • Assess risk when making business decisions, ensuring compliance with laws and regulations, and managing control issues with transparency.

Requirements

  • 6-10 years of relevant experience in Apps Development or systems analysis role.
  • Experience with traditional and advanced machine learning techniques and algorithms, such as Logistic Regression, Gradient Boosting, Random Forests, etc.
  • Extensive experience with databases (SQL, PostGre, NoSQL, Teradata, etc.), Python (NumPy, Pandas, etc.), and big data technologies (Hue, Impala, Ozzie, etc.).
  • Hands-on experience designing and developing data pipelines for data ingestion or transformation using Python (Pyspark)/Spark SQL, Impala.
  • Experience in building and optimizing 'big data' pipelines, architecture, and datasets.
  • Ability to develop and maintain API interfaces with third-party data vendors.
  • Experience with Pivotal Cloud Foundry (PCF), OpenShift, BlueData, Kafka, Docker tools, AWS, and CI/CD processes.

Nice-to-haves

  • Master's degree preferred.
  • Experience in managing and implementing successful projects.
  • Subject Matter Expert (SME) in at least one area of Applications Development.

Benefits

  • Medical, dental & vision coverage
  • 401(k)
  • Life, accident, and disability insurance
  • Wellness programs
  • Paid time off packages including vacation, sick leave, and paid holidays
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