Job description
Job Description:
We are seeking a skilled data scientist to join our team and help us extract valuable insights from our data. The ideal candidate will have experience with machine learning algorithms and natural language processing techniques, as well as a strong background in statistics and programming.
Responsibilities:
- Hands-On Software Development
- Identify and analyze complex data sets to extract meaningful insights
- Collaborate with cross-functional teams to understand business needs and provide data-driven solutions
- Develop and implement statistical models and machine learning algorithms to solve business problems
- Hands-on Software Engineering and Delivery to Production
- Focus on solutioning from an engineering and architecture perspective, ensuring successful deployment into production environments, meeting high-quality standards and performance benchmarks
- Evaluate and optimize the performance of machine learning models using techniques such as cross-validation and hyperparameter tuning
- Apply natural language processing techniques to extract information from unstructured text data
- Communicate findings and insights to both technical and non-technical stakeholders
- Continuously improve and innovate on data analysis and modeling techniques to enhance the accuracy and usefulness of insights
Requirements:
- 4+ years of proven experience as a Data Scientist
- 3+ years In-depth knowledge of python (expert level - must), java (desired) and major Machine Learning/ Generative AI software libraries and frameworks
- 3+ years’ experience with machine learning algorithms such as linear regression, decision trees, and neural networks
- Experience in Finance & Banking domains
- Familiarity with natural language processing techniques such as text classification, sentiment analysis, and entity recognition
- Excellent communication and presentation skills, with the ability to explain complex technical concepts to non-technical stakeholders
- Strong problem-solving skills and the ability to work independently and as part of a team
Desired Skills:
- Familiarity with OpenAI ( ChatGPT) as well as Google AI for Gemini, as well as open source LLMS (e.g. Llama)
- LangChain or LlamaIndex: Familiarity with these frameworks for integrating LLMs with external data sources
- Experience designing and securing APIs to ensure safe interactions with AI systems
- Proficiency for web-based AI application development and integrating front-end applications with AI services and APIs
If you are passionate about solving complex data problems and leveraging data to drive business value, then we encourage you to apply for this exciting opportunity.
Education:
- Bachelor's or master’s degree in a related field such as Computer Science, Mathematics, Statistics or Engineering or equal experience
This job description provides a high-level review of the types of work performed. Other job-related duties may be assigned as required.
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Job Family Group:
Technology-
Job Family:
Applications Development-
Time Type:
Full time-
Primary Location:
Tampa Florida United States-
Primary Location Full Time Salary Range:
$96,960.00 - $145,440.00
In addition to salary, Citi’s offerings may also include, for eligible employees, discretionary and formulaic incentive and retention awards. Citi offers competitive employee benefits, including: medical, dental & vision coverage; 401(k); life, accident, and disability insurance; and wellness programs. Citi also offers paid time off packages, including planned time off (vacation), unplanned time off (sick leave), and paid holidays. For additional information regarding Citi employee benefits, please visit citibenefits.com. Available offerings may vary by jurisdiction, job level, and date of hire.
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Anticipated Posting Close Date:
Nov 25, 2024-
Citi is an equal opportunity and affirmative action employer.
Qualified applicants will receive consideration without regard to their race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or status as a protected veteran.
Citigroup Inc. and its subsidiaries ("Citi”) invite all qualified interested applicants to apply for career opportunities. If you are a person with a disability and need a reasonable accommodation to use our search tools and/or apply for a career opportunity review Accessibility at Citi.
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