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Patterned Learning Ai Jobs in Illinois (NOW HIRING)

Integration Technical Architect (AWS/AI)

Deerfield, IL · On-site

$67.25 - $81.25/hr

  • Medical

  • Dental

  • Vision

  • Life

  • Retirement

  • PTO

Develop integration patterns including API design, event-driven messaging, and data synchronization ... Awareness of healthcare data standards (HL7, FHIR) is a plus AI & Machine Learning * Awareness of ...

Data & AI Architect

Elmhurst, IL · On-site

$63.50 - $81.75/hr

  • Medical

  • Dental

  • Vision

  • Life

  • Retirement

  • PTO

Design and implement architectural patterns for Generative AI, including Retrieval-Augmented ... learning models. Pipeline Architecture: Design scalable ETL/ELT pipelines and data modeling ...

Integration Technical Architect (AWS/AI)

Deerfield, IL · On-site

$67.25 - $81.25/hr

  • Medical

  • Dental

  • Vision

  • Life

  • Retirement

  • PTO

Develop integration patterns including API design, event-driven messaging, and data synchronization ... Awareness of healthcare data standards (HL7, FHIR) is a plus AI & Machine Learning * Awareness of ...

Distinguished Engineer - AI Security

Chicago, IL

  • Medical

  • Dental

  • Vision

  • Retirement

  • PTO

Strong understanding of AI, machine learning, generative AI, and agentic AI architectures and implementation patterns. * Experience developing secure, cloud based applications and services. * Strong ...

Distinguished Engineer - AI Security

Chicago, IL · On-site

  • Medical

  • Dental

  • Vision

  • Retirement

  • PTO

Strong understanding of AI, machine learning, generative AI, and agentic AI architectures and implementation patterns. * Experience developing secure, cloud based applications and services. * Strong ...

IL · On-site

$17.50 - $20.50/hr

Who We Are Looking For We're hiring a Staff Machine Learning Engineer to own the ML strategy and ... RAG patterns over structured and unstructured data. * AI safety & authorization: Hands-on ...

Distinguished Engineer - AI Security

Chicago, IL · On-site

  • Medical

  • Dental

  • Vision

  • Retirement

  • PTO

Strong understanding of AI, machine learning, generative AI, and agentic AI architectures and implementation patterns. * Experience developing secure, cloud based applications and services. * Strong ...

Distinguished Engineer - AI Security

Chicago, IL

  • Medical

  • Dental

  • Vision

  • Retirement

  • PTO

Strong understanding of AI, machine learning, generative AI, and agentic AI architectures and implementation patterns. * Experience developing secure, cloud based applications and services. * Strong ...

Bring your curiosity for learning, bold ideas, courage and passion to drive life-changing impact to ... patterns like RAG, Agentic workflows, PEFT (e.g. LORA, QLORA, etc.) Responsible for the complete ...

... patterns across AI delivery teams Partner with AI Governance, Quality Engineering, Automation ... learning culture Communicate delivery progress, operational risks, technical updates, engineering ...

Establish design patterns supporting structured, semi-structured, streaming, and unstructured data ... Architect AI-ready data ecosystems supporting machine learning, generative AI, predictive analytics ...

Establish design patterns supporting structured, semi-structured, streaming, and unstructured data ... Architect AI-ready data ecosystems supporting machine learning, generative AI, predictive analytics ...

Establish design patterns supporting structured, semi-structured, streaming, and unstructured data ... Architect AI-ready data ecosystems supporting machine learning, generative AI, predictive analytics ...

Establish design patterns supporting structured, semi-structured, streaming, and unstructured data ... Architect AI-ready data ecosystems supporting machine learning, generative AI, predictive analytics ...

Establish design patterns supporting structured, semi-structured, streaming, and unstructured data ... Architect AI-ready data ecosystems supporting machine learning, generative AI, predictive analytics ...

Lead Data & AI Engineer

Chicago, IL · On-site

$112K - $135K/yr

Build and operationalize end-to-end machine learning pipelines supporting anomaly detection ... Establish reusable AI solution patterns, documentation, best practices, and governance guardrails ...

Showing results 41-60

Patterned Learning Ai information

What is patterned learning AI?

Patterned Learning AI refers to artificial intelligence systems designed to recognize, learn from, and replicate patterns in data. These systems use algorithms to identify trends, correlations, and structures within large datasets, enabling them to make predictions or automate decision-making processes. Patterned Learning AI is commonly used in fields like image recognition, natural language processing, and predictive analytics. Its applications help businesses and researchers uncover hidden insights, streamline operations, and improve accuracy in various tasks.

What are some typical challenges faced by patterned learning AI professionals in implementing AI-driven solutions within organizations?

Patterned Learning AI professionals often encounter challenges such as integrating AI models with existing legacy systems, ensuring high-quality and representative training data, and aligning AI solutions with specific business objectives. Collaboration across multidisciplinary teams—including data scientists, software engineers, and business stakeholders—is essential for successful deployment. Additionally, professionals must stay updated on evolving AI technologies and best practices to maintain model accuracy and address ethical considerations.

What are the key skills and qualifications needed to thrive as a machine learning engineer, and why are they important?

To thrive as a Machine Learning Engineer, you need a strong background in mathematics, statistics, programming (especially Python), and a degree in computer science or a related field. Experience with machine learning frameworks such as TensorFlow, PyTorch, and scikit-learn, as well as familiarity with cloud computing platforms and data management tools, is essential. Excellent problem-solving skills, creativity, and clear communication are crucial soft skills for collaborating with teams and translating complex models into practical solutions. These competencies are vital for developing reliable AI systems that solve real-world problems and drive innovation.

What is the difference between Patterned Learning Ai vs Data Scientist?

AspectPatterned Learning AiData Scientist
Required CredentialsTypically requires machine learning, AI, or computer science degrees; certifications in AI toolsRequires degrees in statistics, computer science, or related fields; often certifications in data analysis
Work EnvironmentTech companies, AI startups, research labs focusing on AI developmentBusiness, finance, healthcare, and tech sectors analyzing data for insights
Employer & Industry UsageUsed by AI-focused organizations developing intelligent systemsEmployed 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 cities in Illinois are hiring for Patterned Learning Ai jobs?

Cities in Illinois with the most Patterned Learning Ai job openings:

Infographic showing various Patterned Learning Ai job openings in Illinois as of August 2026, with employment types broken down into 1% As Needed, 80% Full Time, 18% Part Time, and 1% Contract. Highlights an 87% Physical, 2% Hybrid, and 11% Remote job distribution.

Integration Technical Architect (AWS/AI)

Vantive

Deerfield, IL • On-site

$67.25 - $81.25/hr

Full-time

Medical, Dental, Vision, Life, Retirement, PTO

Re-posted 16 days ago


Job description

Vantive is a vital organ therapy company on a mission to extend lives and expand possibilities for patients and care teams everywhere. For 70 years, our team has driven meaningful innovations in kidney care. As we build on our legacy, we are deepening our commitment to elevating the dialysis experience through digital solutions and advanced services, while looking beyond kidney care and investing in transforming vital organ therapies. Greater flexibility and efficiency in therapy administration for care teams, and longer, fuller lives for patients- that is what Vantive aspires to deliver.
We believe Vantive will not only build our leadership in the kidney care space, it will also offer meaningful work to those who join us. At Vantive, you will become part of a community of people who are focused, courageous and don't settle for the mediocre. Each of us is driven to help improve patients' lives worldwide. Join us in advancing our mission to extend lives and expand possibilities.
Your role:
We are seeking an AWS Technical Architect with a strong integration background to design and deliver cloud solutions that connect our clinical, operational, and commercial systems. You will work within an established architecture team, contributing to solution design and hands-on delivery while growing toward senior architectural leadership.
This role sits at the intersection of cloud infrastructure, enterprise integration, and healthcare technology - helping Vantive modernize how we connect systems that ultimately support patient care.
What you'll be doing:
  • Design and implement AWS-based architectures for integration workloads connecting clinical, supply chain, and enterprise systems
  • Develop integration patterns including API design, event-driven messaging, and data synchronization across Vantive's application landscape
  • Contribute to architectural standards, design patterns, and technical documentation
  • Collaborate with senior architects to translate business and clinical requirements into technical solutions
  • Evaluate and recommend appropriate AWS services for specific use cases
  • Support delivery teams with technical guidance, design reviews, and troubleshooting
  • Participate in solution design for hybrid integration scenarios (cloud-to-on-premise, SaaS-to-platform)
  • Contribute to infrastructure-as-code practices and CI/CD pipeline design
  • Ensure solutions meet healthcare regulatory and compliance requirements (HIPAA, GxP where applicable)

What you'll bring:
Cloud Architecture
  • 3+ years of hands-on experience building solutions on AWS
  • Solid knowledge of core AWS services: Lambda, API Gateway, ECS, Step Functions, DynamoDB, RDS, S3, SQS/SNS, EventBridge
  • Experience with Infrastructure as Code (Terraform, CDK, or CloudFormation)
  • Understanding of AWS Well-Architected Framework principles
  • Working knowledge of networking concepts (VPC, security groups, PrivateLink)
  • Experience with monitoring and observability (CloudWatch, X-Ray)

Integration
  • Demonstrated experience designing and implementing integration solutions
  • Strong understanding of API-first design, RESTful APIs, and asynchronous messaging patterns
  • Familiarity with integration patterns: event sourcing, pub/sub, saga, request-reply
  • Experience integrating enterprise systems (ERP, CRM, clinical systems, or supply chain platforms)
  • Knowledge of data transformation, mapping, and protocol mediation
  • Experience with middleware, iPaaS, or integration platforms

General
  • Understanding of DevOps practices and CI/CD pipelines
  • Ability to produce clear technical documentation and architecture diagrams
  • Comfortable working in agile delivery teams
  • Awareness of healthcare data standards (HL7, FHIR) is a plus

AI & Machine Learning
  • Awareness of AI/ML concepts and how they apply to enterprise workflows
  • Familiarity with cloud-based AI/ML services (any provider) such as natural language processing, document extraction, or predictive analytics
  • Interest in or exposure to generative AI, large language models, or AI-assisted automation
  • Understanding of how AI capabilities can be integrated into existing application architectures
  • Awareness of responsible AI principles and data governance considerations

Agentic AI
  • Familiarity with agentic AI patterns - autonomous agents that plan, reason, and execute multi-step tasks with minimal human intervention
  • Exposure to agent orchestration frameworks (e.g., LangChain, LangGraph, CrewAI, AutoGen, or similar)
  • Understanding of tool-use patterns where AI agents invoke APIs, query databases, or trigger workflows autonomously
  • Awareness of multi-agent architectures - coordinating specialized agents for complex business processes
  • Interest in applying agentic AI to enterprise use cases such as intelligent document processing, automated decision support, or self-healing integrations
  • Understanding of human-in-the-loop patterns, guardrails, and safety mechanisms for autonomous AI systems
  • Awareness of memory and context management strategies for long-running agent interactions

Qualifications
  • Bachelor's degree in computer science, Engineering, or related field (or equivalent practical experience)
  • 5-8+ years total experience in software engineering or architecture roles
  • AWS Solutions Architect Associate certification (Professional certification is a plus)
  • Good communication skills with ability to explain technical concepts to varied audiences

Nice to Have
  • Experience in healthcare, medical devices, or regulated industries
  • Familiarity with HIPAA, GxP, or FDA software validation requirements
  • Knowledge of containerization (Docker, ECS, Kubernetes)
  • Experience with data platforms or analytics pipelines
  • TOGAF or similar enterprise architecture framework exposure
  • Experience working in global or multi-region environments

Vantive is committed to supporting the need for flexibility in the workplace. We do so through our flexible workplace policy which includes a minimum of 3 days a week onsite. This policy provides the benefits of connecting and collaborating in-person in support of our Mission.
We understand compensation is an important factor as you consider the next step in your career. At Vantive, we are committed to equitable pay for all employees, and we strive to be more transparent with our pay practices. The estimated base salary for this position is $124,000 to $170,000 annually. The estimated range is meant to reflect an anticipated salary range for the position. We may pay more or less than of the anticipated range based upon market data and other factors, all of which are subject to change. Individual pay is based on upon location, skills and expertise, experience, and other relevant factors. This position may also be eligible for discretionary bonuses. For questions about this, our pay philosophy, and available benefits, please speak to the recruiter if you decide to apply and are selected for an interview.
US Benefits at Vantive
This is where your well-being matters. Vantive offers comprehensive compensation and benefits packages for eligible roles. Our health and well-being benefits include medical, dental and vision coverage that start on day one, as well as insurance coverage for basic life, accident, short-term and long-term disability, and business travel accident insurance. Financial and retirement benefits include the Aon Pooled Employer Plan ("Aon PEP"), Vantive's 401(k) retirement savings plan, to help you prepare for your future. The Aon PEP is designed to help improve retirement outcomes by providing retirement resources more efficiently. The plan offers a robust set of investment options, financial education, and a suite of resources to support your retirement goals.
We also offer Flexible Spending Accounts, educational assistance programs, and time-off benefits such as paid holidays, paid time off ranging from 20 to 35 days based on length of service, family and medical leaves of absence, and paid parental leave. Additional benefits include commuting benefits, the Employee Discount Program, the Employee Assistance Program (EAP), and childcare benefits. Join us and enjoy the competitive compensation and benefits we offer to our employees. For additional information regarding Vantive's US Benefits, please speak with your recruiter or visit our Benefits site: Benefits | Vantive
Equal Employment Opportunity
Vantive is an equal opportunity employer. Vantive evaluates qualified applicants without regard to race, color, religion, gender, national origin, age, sexual orientation, gender identity or expression, protected veteran status, disability/handicap status or any other legally protected characteristic.
Know Your Rights: Workplace Discrimination is Illegal
Reasonable Accommodation
Vantive is committed to working with and providing reasonable accommodations to individuals with disabilities globally. If, because of a medical condition or disability, you need a reasonable accommodation for any part of the application or interview process, please click on the link here and let us know the nature of your request along with your contact information. Form Link
Recruitment Fraud Notice
Vantive has discovered incidents of employment scams, where fraudulent parties pose as Vantive employees, recruiters, or other agents, and engage with online job seekers in an attempt to steal personal and/or financial information. To learn how you can protect yourself, review our Recruitment Fraud Notice.