Strategic AI/ML Solutions Architect

3 weeks ago

Murfreesboro, Tennessee, United States Citigroup Inc Full time

The Solutions Architect is a strategic professional who closely follows the latest trends in Artificial Intelligence (AI) and Machine Learning (ML) fields and adapts them for application within their job and the business.

Excellent communication skills are required to negotiate internally, often at a senior level.

Developed communication and diplomacy skills are required to guide, influence, and convince others, in particular colleagues in other areas and occasional external customers.

Accountable for significant direct business results or authoritative advice regarding the operations of the business.

Necessitates a degree of responsibility over technical strategy.

Primarily affects a sub-function.

Responsible for handling staff management issues, including resource management and allocation of work within the team/project.

Responsibilities:


Provides AI/ML architectural vision for all IT systems, including those that support Internet applications, ensuring that architecture conforms to enterprise blueprints.

Develops architecture, strategy, planning, and problem-solving solutions on an enterprise level.


Interfaces across several channels, acting as a visionary to proactively assist in defining direction for future projects.

Maintains continuous awareness of business, technical, and infrastructure issues and acts as a sounding board or consultant to aid in the development of creative solutions.


Depending on project scope, may be accountable for end-to-end results, including such items as budgeting, policy formulation, and providing future state technology strategies for an effort.

Interfaces with vendors to assess their technology and to guide their product roadmap based on Citi requirements.


Exhibits in-depth knowledge of how their specialism contributes to the business and has a good understanding of the commercial environment.

Provides thought leadership in subjects that are key to the business.


Requires sophisticated analytical thought to resolve issues in a variety of complex situations.


Impacts the technology function through contribution to technical direction and strategic decisions.


Uses developed communication skills to negotiate and often at higher levels.


Performs other job duties and functions as assigned.


Appropriately assesses risk when business decisions are made, demonstrating particular consideration for the firm's reputation and safeguarding Citigroup, its clients, and assets, by driving compliance with applicable laws, rules, and regulations, adhering to Policy, applying sound ethical judgment regarding personal behavior, conduct, and business practices, and escalating, managing, and reporting control issues with transparency.

Qualifications:

10+ years of relevant experience.

Consistently demonstrates clear and concise written and verbal communication.

Management and prioritization skills.

Ability to develop working relationships.

Ability to manage multiple activities and changing priorities.

Ability to work under pressure and to meet tight deadlines.

Self-starter with the ability to take the initiative and master new tasks quickly.

Methodical, attention to detail.

Proven experience in developing and working Tableau-driven dashboards, analytics.

Extensive experience working with Python, particularly in relation to NLP and AI.

Experience with modern LLM-based libraries such as LangChain, PyTorch, GPT, Transformers.

Experienced in Docker deployment and creation & maintenance of CICD pipelines.

Familiarity with software engineering best-practices such as version control, testing, code reviews.

High-level competency in Excel (macros, pivot tables, etc.).

Understanding of advanced calculations and statistical functions.

A solid understanding of SQL, relational database management system, data modeling, and normalization.

Education:

Bachelor's degree in Computer Science, Engineering, Computational Linguistics, Data Science, or a related quantitative field (or equivalent 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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