C

Citi

Runs banking and payments for global clients

Gen AI Engineering Analyst

Applied Machine LearningConfirmed live in the last 24 hours
Full-timeJacksonville, FL, USA$113.8k - $170.8kHybrid

About the Job

Requirements

  • At least 6 years of relevant experience in an Applications Development or systems analysis role.
  • Strong proficiency in Python, Java or C++, and Kubernetes.
  • Hands-on experience developing models with TensorFlow, PyTorch, or Scikit-learn.
  • Experience designing, building, and consuming APIs and web services, including REST or GraphQL.
  • Knowledge of Docker and Kubernetes.
  • Expertise using Pandas and NumPy for data cleaning, transformation, and analysis.
  • Experience deploying and managing applications on at least one major cloud platform: AWS, Azure, or Google Cloud AI.
  • Practical experience with NLP libraries and toolkits such as NLTK, spaCy, or Hugging Face Transformers.
  • Experience creating data visualizations and dashboards using Power BI, Tableau, or Matplotlib.
  • Proficiency using Git and collaborative development workflows on platforms such as GitHub.
  • Strong understanding of model-performance metrics and evaluation techniques, including Accuracy, Precision, Recall, F1-score, and ROC-AUC analysis.
  • A bachelor's or university degree in Computer Science, or equivalent experience.

Responsibilities

  • Partner with multiple management teams to integrate functions, meet goals, identify necessary system enhancements, and deploy new products and process improvements.
  • Resolve high-impact problems and projects through in-depth evaluation of complex business processes, system processes, and industry standards.
  • Provide expertise in applications programming and ensure application design adheres to the overall architecture blueprint.
  • Use advanced knowledge of system flow and develop standards for coding, testing, debugging, and implementation.
  • Develop comprehensive knowledge of how business areas, including architecture and infrastructure, integrate to accomplish business goals.
  • Provide in-depth analysis and interpretive thinking to define issues and develop innovative solutions.
  • Serve as an advisor or coach to mid-level developers and analysts, allocating work as necessary.
  • Assess risk in business decisions, safeguard the firm's reputation, clients, and assets, drive compliance with applicable laws, rules, and regulations, adhere to policy, apply sound ethical judgment, and transparently escalate, manage, and report control issues.

Desired Qualifications

  • A master's degree is preferred.
  • Experience with large-scale data processing using Apache Spark is a plus.
  • Hands-on experience with cloud-native AI/ML services such as AWS SageMaker or Azure ML is highly valued.
  • Familiarity with web frameworks such as Django or Flask is a significant plus.

About the Company

Citi

Runs banking and payments for global clients

Citi runs banking, investment and payment services for companies, governments and individuals around the world. Its global network connects institutions with local banking systems, while its US consumer business sells credit cards and deposit accounts. Corporate clients use Citi to manage cash, finance trade and raise capital, and investors use its trading, custody and wealth services to hold and manage assets. The bank earns interest on loans and fees from payments, securities transactions, financial advice and account services. Citi traces its banking roots to 1812; the Citigroup holding company was formed in 1998, and its headquarters are in New York City.

Company size
10,001+
Company stage
IPO
Headquarters
New York City, New York
Founded
1812

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