This involves actively participating in design review boards, publishing agentic AI design patterns ... Machine Learning & Deep Learning: Expertise in building models, understanding algorithms ...
This involves actively participating in design review boards, publishing agentic AI design patterns ... Machine Learning & Deep Learning: Expertise in building models, understanding algorithms ...
This involves actively participating in design review boards, publishing agentic AI design patterns ... Machine Learning & Deep Learning: Expertise in building models, understanding algorithms ...
This involves actively participating in design review boards, publishing agentic AI design patterns ... Machine Learning & Deep Learning: Expertise in building models, understanding algorithms ...
Acceleration Center- Agentic AI and Machine Learning Developer- Experienced Associate
$61K - $100K/yr
... patterns and inform decision-making processes - Utilizing machine learning libraries like ... support AI and machine learning initiatives - Engaging in data wrangling and data quality ...
Acceleration Center- Agentic AI and Machine Learning Developer- Experienced Associate
$61K - $100K/yr
... patterns and inform decision-making processes - Utilizing machine learning libraries like ... support AI and machine learning initiatives - Engaging in data wrangling and data quality ...
Ontology Business Consultant
Tampa, FL · On-site
... patterns and map various data source systemsPartner closely with product| engineering| and data ... Skills: Digital : Machine Learning~AI & Gen AI - Products & Tools~Cognos Data Integration ...
Quick apply
Ontology Business Consultant
Tampa, FL · On-site
... patterns and map various data source systemsPartner closely with product| engineering| and data ... Skills: Digital : Machine Learning~AI & Gen AI - Products & Tools~Cognos Data Integration ...
Data Scientist Lead
Tampa, FL · On-site
Apply advanced machine learning and AI techniques, including unsupervised, supervised, reinforcement learning, and generative AI (e.g., Large Language Models, multi-modal AI), to identify patterns ...
Data Scientist Lead
Tampa, FL · On-site
Apply advanced machine learning and AI techniques, including unsupervised, supervised, reinforcement learning, and generative AI (e.g., Large Language Models, multi-modal AI), to identify patterns ...
AI Architect
$60 - $79/hr
Rapid domain-learning ability - the curiosity and pattern recognition to understand Tax, Assurance, Advisory and Wealth Management workflows deeply enough to design contextually accurate AI solutions.
AI Architect
$60 - $79/hr
Rapid domain-learning ability - the curiosity and pattern recognition to understand Tax, Assurance, Advisory and Wealth Management workflows deeply enough to design contextually accurate AI solutions.
AI Architect
$59.50 - $78.50/hr
Rapid domain-learning ability - the curiosity and pattern recognition to understand Tax, Assurance, Advisory and Wealth Management workflows deeply enough to design contextually accurate AI solutions.
AI Architect
$59.50 - $78.50/hr
Rapid domain-learning ability - the curiosity and pattern recognition to understand Tax, Assurance, Advisory and Wealth Management workflows deeply enough to design contextually accurate AI solutions.
AI Architect
Fort Lauderdale, FL · On-site
$60.25 - $79.25/hr
Rapid domain-learning ability - the curiosity and pattern recognition to understand Tax, Assurance, Advisory and Wealth Management workflows deeply enough to design contextually accurate AI solutions.
AI Architect
Fort Lauderdale, FL · On-site
$60.25 - $79.25/hr
Rapid domain-learning ability - the curiosity and pattern recognition to understand Tax, Assurance, Advisory and Wealth Management workflows deeply enough to design contextually accurate AI solutions.
AI Architect
Tampa, FL · On-site
$59.50 - $78.50/hr
Rapid domain-learning ability - the curiosity and pattern recognition to understand Tax, Assurance, Advisory and Wealth Management workflows deeply enough to design contextually accurate AI solutions.
AI Architect
Tampa, FL · On-site
$59.50 - $78.50/hr
Rapid domain-learning ability - the curiosity and pattern recognition to understand Tax, Assurance, Advisory and Wealth Management workflows deeply enough to design contextually accurate AI solutions.
... patterns and map various data source systemsPartner closely with product| engineering| and data ... Skills: Digital : Machine Learning~AI & Gen AI - Products & Tools~Cognos Data Integration ...
... patterns and map various data source systemsPartner closely with product| engineering| and data ... Skills: Digital : Machine Learning~AI & Gen AI - Products & Tools~Cognos Data Integration ...
AI Engineer
Sunrise, FL · On-site
$100K - $130K/yr
Role - AI Engineer Experience Required - 8+ Years Must Have Technical/Functional Skills AI, Machine ... Design Patterns. • Machine Learning: NumPy, Pandas, Scikit-learn, XGBoost, LightGBM, PyTorch ...
AI Engineer
Sunrise, FL · On-site
$100K - $130K/yr
Role - AI Engineer Experience Required - 8+ Years Must Have Technical/Functional Skills AI, Machine ... Design Patterns. • Machine Learning: NumPy, Pandas, Scikit-learn, XGBoost, LightGBM, PyTorch ...
... patterns, and correlations in data from engineering development and production sources. You will ... AI/ML solutions, ranging from supervised/unsupervised machine learning, deep learning models ...
... patterns, and correlations in data from engineering development and production sources. You will ... AI/ML solutions, ranging from supervised/unsupervised machine learning, deep learning models ...
Forge AI/Machine Learning Engineer Senior - Orlando, FL
Orlando, FL · On-site
$97K - $134K/yr
... patterns, and correlations in data from engineering development and production sources. You will ... AI/ML solutions, ranging from supervised/unsupervised machine learning, deep learning models ...
Forge AI/Machine Learning Engineer Senior - Orlando, FL
Orlando, FL · On-site
$97K - $134K/yr
... patterns, and correlations in data from engineering development and production sources. You will ... AI/ML solutions, ranging from supervised/unsupervised machine learning, deep learning models ...
AI Architect
$59.50 - $78.50/hr
Hands-on experience with Azure OpenAI, Azure Machine Learning, Azure AI Search, Microsoft Fabric and Lakehouse architectures Experience with embeddings, vector databases, RAG patterns, LangChain ...
AI Architect
$59.50 - $78.50/hr
Hands-on experience with Azure OpenAI, Azure Machine Learning, Azure AI Search, Microsoft Fabric and Lakehouse architectures Experience with embeddings, vector databases, RAG patterns, LangChain ...
Forge AI/Machine Learning Engineer Senior - Orlando, FL
Orlando, FL · On-site
$97K - $134K/yr
... patterns, and correlations in data from engineering development and production sources. You will ... AI/ML solutions, ranging from supervised/unsupervised machine learning, deep learning models ...
Forge AI/Machine Learning Engineer Senior - Orlando, FL
Orlando, FL · On-site
$97K - $134K/yr
... patterns, and correlations in data from engineering development and production sources. You will ... AI/ML solutions, ranging from supervised/unsupervised machine learning, deep learning models ...
AI Architect
Tampa, FL · On-site
Hands-on experience with Azure OpenAI, Azure Machine Learning, Azure AI Search, Microsoft Fabric and Lakehouse architectures * Experience with embeddings, vector databases, RAG patterns, LangChain ...
AI Architect
Tampa, FL · On-site
Hands-on experience with Azure OpenAI, Azure Machine Learning, Azure AI Search, Microsoft Fabric and Lakehouse architectures * Experience with embeddings, vector databases, RAG patterns, LangChain ...
Apply advanced machine learning and AI techniques, including unsupervised, supervised, reinforcement learning, and generative AI (e.g., Large Language Models, multi-modal AI), to identify patterns ...
Apply advanced machine learning and AI techniques, including unsupervised, supervised, reinforcement learning, and generative AI (e.g., Large Language Models, multi-modal AI), to identify patterns ...
AI Architect
Fort Lauderdale, FL · On-site
$100K - $110K/yr
Mentor and guide development team members on AI/ML concepts, tools, and implementation patterns ... Proficiency in machine learning algorithms, data integration, and model lifecycle management.
Quick apply
AI Architect
Fort Lauderdale, FL · On-site
$100K - $110K/yr
Mentor and guide development team members on AI/ML concepts, tools, and implementation patterns ... Proficiency in machine learning algorithms, data integration, and model lifecycle management.
Senior Cloud Engineer AI
Jacksonville, FL · On-site
$96K - $133K/yr
... patterns for secure AI/ML integrations including private endpoints, customer-managed keys, and ... Azure Machine Learning, Azure OpenAI, Azure AI Foundry • Experience building MLOps platforms and ...
Senior Cloud Engineer AI
Jacksonville, FL · On-site
$96K - $133K/yr
... patterns for secure AI/ML integrations including private endpoints, customer-managed keys, and ... Azure Machine Learning, Azure OpenAI, Azure AI Foundry • Experience building MLOps platforms and ...
Experience assessing AI, machine learning, and LLM deployment patterns, including training, retrieval-augmented generation, fine-tuning, tool use, data dependencies, and integration patterns, and ...
Experience assessing AI, machine learning, and LLM deployment patterns, including training, retrieval-augmented generation, fine-tuning, tool use, data dependencies, and integration patterns, and ...
Patterned Learning Ai information
What are some typical challenges faced by Patterned Learning AI professionals in implementing AI-driven solutions within organizations?
What are the key skills and qualifications needed to thrive as a Machine Learning Engineer, and why are they important?
What is the difference between Patterned Learning Ai vs Data Scientist?
| Aspect | Patterned Learning Ai | Data Scientist |
|---|---|---|
| Required Credentials | Typically requires machine learning, AI, or computer science degrees; certifications in AI tools | Requires degrees in statistics, computer science, or related fields; often certifications in data analysis |
| Work Environment | Tech companies, AI startups, research labs focusing on AI development | Business, finance, healthcare, and tech sectors analyzing data for insights |
| Employer & Industry Usage | Used by AI-focused organizations developing intelligent systems | Employed across industries for data analysis, predictive modeling, and decision support |
Patterned Learning Ai primarily focuses on developing AI models and algorithms, often requiring specialized technical skills. Data Scientists analyze data to extract insights and inform business decisions. While both roles involve data and machine learning, Patterned Learning Ai is more centered on creating AI systems, whereas Data Scientists interpret data for strategic purposes.
What is Patterned Learning AI?
- Remote Machine Learning Engineer
- Machine Learning Ai Developer
- Machine Learning Engineer From Home
- Manager Machine Learning Finance
- Senior Machine Learning Engineer Biotech
- Deep Learning Engineer
- Machine Learning Engineer
- Llm Ml Rag
- Manager Remote Machine Learning Engineer
- Staff Software Engineer Machine Learning

Full-time
Medical, Dental, Vision, Life, Retirement, PTO
Posted 14 days ago
Job description
Responsibilities (Key Areas):
Lead Agentic AI Flow Design, Prompt Engineering, and Testing: Accountable for leading the end-to-end design, development, and deployment of large-scale agentic AI solutions, with a primary focus on leveraging frameworks like Google Agent Development Kit (ADK). This includes taking ownership of agentic flow design, sophisticated prompt engineering, and comprehensive testing strategies to ensure the reliability, performance, and ethical behavior of autonomous AI systems. This role will define system function specifications through end-user consultation, integrate sophisticated AI/ML methodologies and MLOps practices, and ensure that agentic architectures meet business objectives and scale efficiently.
Drive AI Architecture and Best Practices for Agentic Systems: Provide critical architectural guidance for next-generation AI (NGAI) initiatives, ensuring adherence to best practices, CTO guidelines, and platform standards, particularly for agentic AI development. This involves actively participating in design review boards, publishing agentic AI design patterns, conducting rigorous code reviews for NGAI projects, and fostering a culture of technical excellence in AI engineering. Strategic Planning and Risk Management for Agentic AI Initiatives: Assist in the strategic planning and management of complex AI/ML development assignments, including cross-functional projects and those with significant budgets, with a focus on agentic AI. This entails meticulously identifying, analyzing, and communicating technical and business risks specific to AI, leading smart trade-off discussions with stakeholders, and developing clear delivery plans that navigate dependencies and maximize resources for the Digital organization, especially within the context of agentic systems. Mentorship, Continuous Improvement, and Innovation in Agentic AI: Empower and mentor AI/ML Engineers (SDEs) on best practices in agentic AI development, Google Agent Development Kit (ADK), and other advanced AI technologies. Drive continuous improvement in AI processes, advocate for the adoption of innovative AI technologies, and demonstrate leadership in influencing scrum teams beyond direct reporting lines to advance the firm's capabilities in autonomous AI, including prompt and flow optimization.
Qualifications:
- 6-10 years of relevant experience in an AI/ML development role or senior-level experience in an AI role
- Demonstrable and significant experience as a lead developer for agentic flow design, prompt design, and comprehensive testing of autonomous or semi-autonomous AI systems, with deep expertise in Google Agent Development Kit (ADK).
- Lead resources and serve as a functional SME across the company through advanced knowledge of AI algorithms, data structures, distributed AI systems, MLOps, and the use of specific AI frameworks/libraries to lead, architect, and drive broader adoption forward.
- Acquire relevant AI technology and financial industry skills (e.g., cloud AI services, MLOps, agentic platforms) and understand all aspects of Next Gen AI (NGAI) technology - including innovative approaches and new opportunities.
- Demonstrate knowledge on automating AI model quality, model performance, unit testing for AI components, and MLOps build processing in the CI/CD pipeline, including considerations for agentic systems.
Required Skills:
- Programming Languages: Strong proficiency in Python is paramount, followed by R, Java, or C++ for scalable, high-performance applications.
- Prompt Engineering & Generative AI: Ability to design, test, and refine prompts for large language models (LLMs) to ensure reliable outputs, with specific experience in constructing complex agentic prompts and flows.
- Machine Learning & Deep Learning: Expertise in building models, understanding algorithms (supervised/unsupervised), and neural network architectures (CNNs, RNNs, Transformers).
- AI Frameworks & Libraries: Proficiency with tools like TensorFlow, PyTorch, Keras, Scikit-learn.
- Data Engineering: Skills in data cleaning, preprocessing, visualization, and working with databases (SQL/NoSQL) and data lakes.
- Cloud Computing & DevOps: Experience with cloud platforms (AWS, Azure, Google Cloud) and deploying models using MLOps practices for automation.
- Mathematics & Statistics: Strong understanding of linear algebra, calculus, and probability for developing and refining algorithms.
- Soft Skills: Strong problem-solving, analytical thinking, and collaboration skills are essential to bridge the gap between technical models and business needs.
Key Tools & Technologies:
- Version Control: Git/GitHub.
- IDEs/Notebooks: VS Code, PyCharm, Jupyter.
- Frameworks: Google Agent Development Kit (ADK).
Education:
- Bachelor's/University degree or equivalent work experience
Job Family Group:
Technology
Job Family:
Digital Software Engineering
Time Type:
Full time
Primary Location:
Tampa Florida United States
Primary Location Full Time Salary Range:
$125,600.00 - $188,400.00
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.
Most Relevant Skills
Please see the requirements listed above.
Other Relevant Skills
For complementary skills, please see above and/or contact the recruiter.
Anticipated Posting Close Date:
May 20, 2026
Citi is an equal opportunity employer, and qualified candidates will receive consideration without regard to their race, color, religion, sex, sexual orientation, gender identity, national origin, disability, status as a protected veteran, or any other characteristic protected by law.
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.
View Citi's EEO Policy Statement and the Know Your Rights poster.