AI Machine Learning Engineer

4 weeks ago

Atlanta, United States Children's Healthcare of Atlanta Full time

Note: If you are CURRENTLY employed at Children's and/or have an active badge or network access, STOP here. Submit your application via Workday using the Career App (Find Jobs).

Work Shift
Day

Work Day(s)
Friday, Monday, Thursday, Tuesday, Wednesday

Shift Start Time
8:00 AM

Shift End Time

5:00 PM

Worker Sub-Type

Regular

Children's is one of the nation's leading children's hospitals. No matter the role, every member of our team is an essential part of our mission to make kids better today and healthier tomorrow. We're committed to putting you first, and that commitment is at the heart of our company culture: People first. Children always. Find your next career opportunity and make a difference doing what you love at Children's.

Job Description

The AI Machine Learning Engineer bridges the gap between data science and implementation. They support data scientists and clinical informaticists in the development, deployment and maintenance of production-grade applications that leverage Machine Learning (ML) and Artificial Intelligence (AI). They partner with clinicians, subject matter experts, analytics developers, researchers, and data engineers to ensure that the delivered solutions provide actionable real-time insights that are in line with the system's clinical, financial and operational goals. They work closely with analytics leaders and business partners to bring the latest advances in ML and AI systems and processes to advance Children's overall analytics.

Experience

  • 2 years of experience in a Machine Learning Engineering, Data Science or Data Engineering role
  • 1 year of experience in implementing machine learning algorithms in a production environment or applying software development lifecycle principles to analytics
Preferred Qualifications
  • Experience developing software and data infrastructure to support the validation and operationalization of predictive models, including tools to support analysis, model. optimization, drift detection, model versioning, deployment and monitoring of model performance and features.
  • Experience with model training and inference in common machine learning libraries and frameworks (scikit-learn, H2O, Tensorflow, PyTorch, Datarobot).
  • Experience working with healthcare data (payer or provider) in a HIPAA regulated environment.
  • Epic certification or badges in Cogito, Cognitive Computing Platform, Chronicles and Interconnect.
  • Azure Certifications in Data Fundamentals, AI Fundamentals, Data Science or Data Engineering
Education
  • Bachelor's degree in Information Systems, Data Science, Machine Learning, Computer Science, Industrial Engineering, or Analytics.
  • Master's degree in Information Systems, Data Science, Machine Learning, Computer Science, Industrial Engineering, or Analytics or four years of industry experience in lieu of Master's degree
Certification Summary
  • No professional certifications required.
Knowledge, Skills and Abilities
  • Familiarity with electronic health records (e.g., Epic, Cerner), ERP (e.g., Workday), or other business systems used at Children's.
  • Familiarity with cloud computing (Azure, AWS, Google Cloud) with focus on machine learning and data science tools (Databricks, Snowflake, Azure ML).
  • Familiarity with leveraging open-source foundation large language models to build custom domain-specific applications.
  • Working knowledge of machine learning concepts such as feature engineering, hyperparameter tuning, bias and variance tradeoff, model and data drift, and common metrics to evaluate model performance.
  • Knowledge of data structure and data modelling principles and ability to efficiently ingest and process large datasets using Python, SQL, PySpark, and Scala.
  • Knowledge of software development methodologies and architecture including API web services.
  • Skilled at writing robust, production-grade code for application in predictive analytics (e.g.,Python, R, Java, Scala).
  • Ability to reduce complexity and apply coding standards and best practices to data and machine learning pipelines, including code packaging, unit testing, data validation, containerization, automation, and CI/CD.
  • Ability to create effective technical documentation and communicate requirements to business partners and vendors.
  • Ability to work and provide coaching in agile, iterative frameworks, as well as develop in shared coding environments and collaborate with other developers using source control tools (i.e. Git).
Job Responsibilities
  • Works closely with data scientists, data engineers and software engineers to develop and optimize reproducible and reusable pipelines for model training, validation, and inference.
  • Monitors and troubleshoots AI and ML systems to ensure high availability, performance and reliability.
  • Partners with subject matter experts and other non-technical stakeholders to understand their needs and effectively capture clinical and business system workflows when designing AI solutions.
  • Develops and improves Children's model development lifecycle by defining technical standards while reducing unnecessary complexity.
  • Leads code reviews and debugging sessions as well as mentors and develops data scientists and analytics developers to improve code quality.
  • Follows technical guidelines and best practices for project management, source control, documentation, and responsible and ethical AI.
  • Collaborates with enterprise architects, analytics platform services and other technical leaders to create and maintain an up-to-date machine learning architecture roadmap.
  • Partners with researchers on translational projects that are aligned with quality and operational goals, ensuring appropriate technical standards and regulatory compliance are followed.
  • Contributes to organizational knowledge by participating in internal knowledge shares and seminars, research conferences, and online learning.


Children's Healthcare of Atlanta is an equal opportunity employer committed to providing equal employment opportunities to all qualified applicants and employees without regard to race, color, sex, religion, national origin, citizenship, age, veteran status, disability or any other characteristic covered by applicable law.

Primary Location Address

1575 Northeast Expy NE

Job Family

Business Intelligence

  • AI/Machine Learning Engineer

    4 weeks ago

    Atlanta, United States Datafielder Full time

    AI/Machine Learning Engineer DataFielder Inc - Atlanta, GA, United States Tagged: Machine Learning Engineer, AI AI/Machine Learning Engineer- Full Time (Remote) Job Description: We have an "immediate opening" for an experienced AI/Machine Learning Engineer to work remote with the possibility of working onsite in Atlanta, GA at some point in the future....

  • AI Machine Learning Engineer

    4 weeks ago

    Atlanta, United States Enaar Group Full time

    AI Machine Learning Engineer Location: Atlanta, GA Salary: $164,000/year We are preparing to build a dynamic team with the best AI Machine Learning Engineers in the city to play a pivotal role in guiding our clients towards data-driven decisions, enhanced investment strategies, and secure financial transactions. Key Responsibilities Risk Management & Fraud...

  • AI/Machine Learning Engineer

    4 weeks ago

    Atlanta, United States Metas Solutions LLC Full time

    *Must already have or have the ability to obtain a US Government Security Clearance (Public Trust Level 5) quickly. * About Us: Metas Solutions is a professional services firm headquartered in Atlanta, GA. We are an 8(a)-certified, Woman Owned Small Business (WOSB/EDWOSB) headquartered in Atlanta GA with offices at StudioPlex in Atlanta's Old Fourth Ward...

  • AI and Machine Learning Engineer, Mid

    4 weeks ago

    Atlanta, United States Booz Allen Hamilton Full time

    Job Number: R0203774AI and Machine Learning Engineer, Mid The Opportunity: As an experienced engineer, you know that machine learning (ML) is critical to understanding and processing massive datasets. Your ability to conduct statistical analyses on business processes using ML techniques makes you an integral part of delivering a customer-focused solution....

  • Senior Machine Learning Engineer

    7 days ago

    Atlanta, Georgia, United States Tata Consultancy Services Full time

    About the RoleWe are seeking a skilled Senior Machine Learning Engineer to join our team at Tata Consultancy Services.Key ResponsibilitiesDesign and implement machine learning models, focusing on performance optimization and accuracy.Collaborate with data scientists and tech teams to integrate AI models into broader systems.Develop and maintain databases for...

  • AI Solution Manager/Senior AI Solution Manager

    4 months ago

    Atlanta, United States C3 AI Full time

    C3.ai, Inc. (NYSE:AI) is a leading Enterprise AI software provider for accelerating digital transformation. The proven C3 AI Platform provides comprehensive services to build enterprise-scale AI applications more efficiently and cost-effectively than alternative approaches. The C3 AI Platform supports the value chain in any industry with prebuilt,...

  • Machine Learning Engineer

    1 month ago

    atlanta, United States Compunnel Inc. Full time

    Job Description:MS or PhD in Computer Science Software Engineering Electrical Engineering or related fields3 years of industry experience with Python in a programming intensive role2 years of experience with one or more of the following machine learning topics classification clustering optimization recommendation system graph mining deep learning3 years of...

  • Machine Learning Engineer

    1 month ago

    Atlanta, United States Compunnel Inc. Full time

    Job Description:MS or PhD in Computer Science Software Engineering Electrical Engineering or related fields3 years of industry experience with Python in a programming intensive role2 years of experience with one or more of the following machine learning topics classification clustering optimization recommendation system graph mining deep learning3 years of...

  • Machine Learning Engineer

    4 weeks ago

    Atlanta, United States Metas Solutions LLC Full time

    *Must have or ability to obtain a US Government Security Clearance (Public Trust Level 5) * About Us: Metas Solutions is a professional services firm headquartered in Atlanta, GA. We are an 8(a)-certified, Woman Owned Small Business (WOSB/EDWOSB) headquartered in Atlanta GA with offices at StudioPlex in Atlanta's Old Fourth Ward neighborhood. Metas is a...

  • Senior Machine Learning Engineer

    3 weeks ago

    Atlanta, United States Reserv Full time

    Job DescriptionJob DescriptionDescriptionAbout ReservReserv is an insurtech creating and incubating cutting-edge AI and automation technology to bring efficiency and simplicity to claims. Founded by insurtech veterans with deep experience in SaaS and digital claims, Reserv is venture-backed by Bain Capital and Altai Ventures and began operations in May 2022....

  • Senior Artificial Intelligence and Machine Learning Engineer

    2 weeks ago

    Atlanta, Georgia, United States Insight Global Full time

    Job DescriptionWe are seeking a skilled AI / ML Engineer to collaborate with a prestigious DOD entity as a trusted partner to provide solution engineering and optimize architecture and design. Our goal is to foster diverse and inclusive environments where individuals can bring their authentic selves to work every day.Responsibilities• Partner with our DOD...

  • Machine Learning Engineer

    4 weeks ago

    Atlanta, United States Tiger Analytics Full time

    Tiger Analytics is looking for experienced Machine Learning Engineers to join our fast-growing advanced analytics consulting firm. Our employees bring deep expertise in Machine Learning, Data Science, and AI. We are the trusted analytics partner for multiple Fortune 500 companies, enabling them to generate business value from data. Our business value and...

  • Learning Engineer

    2 weeks ago

    Atlanta, United States Datafielder Full time

    AI/Machine Learning Engineer DataFielder Inc - Atlanta, GA, United States Tagged: Machine Learning Engineer,AI AI/Machine Learning Engineer- Full Time (Remote)Job Description:We have an ‘immediate opening‘ for an experienced AI/Machine Learning Engineer to work remote with the possibility of working onsite in Atlanta, GA at some point in the future....

  • AI Solution Manager/Senior AI Solution Manager

    4 weeks ago

    Atlanta, United States C3.ai, Inc. Full time

    C3.ai, Inc. (NYSE:AI) is a leading Enterprise AI software provider for accelerating digital transformation. The proven C3 AI Platform provides comprehensive services to build enterprise-scale AI applications more efficiently and cost-effectively than alternative approaches. The C3 AI Platform supports the value chain in any industry with prebuilt,...

  • Machine Learning Engineering Lead

    1 week ago

    Atlanta, United States Further Full time

    WE'RE HIRING! If you love data and are looking for unlimited growth opportunities, we want to talk with you about joining Further. Further is a data, cloud, and AI company whose focus is helping companies turn raw data into the right decisions. We have an award winning culture of extraordinary people. Our purpose is to enable people to thrive so that...

  • Senior AI/ML Engineer

    4 weeks ago

    Atlanta, Georgia, United States Ccube Full time

    Job Title: Gen AI/ML EngineerJob Description:We are seeking a highly skilled Gen AI/ML Engineer to join our team at Ccube. As a key member of our engineering team, you will be responsible for designing, developing, and deploying AI and machine learning models to drive business growth and innovation.Key Responsibilities:Design and develop AI and machine...

  • Machine Learning Engineer

    2 weeks ago

    Atlanta, Georgia, United States VDart Full time

    Job Title: ML EngineerJob DescriptionAt VDart, we are seeking a skilled Machine Learning Engineer to leverage distributed training systems and build scalable machine learning pipelines for model training and deployments in ITOT Products space.Key ResponsibilitiesDesign and implement solutions to optimize distributed training execution in terms of model...

  • Principal AI Engineer

    2 weeks ago

    Atlanta, United States NCR Atleos Full time

    About NCR AtleosNCR Atleos, headquartered in Atlanta, is a leader in expanding financial access. Our dedicated 20,000 employees optimize the branch, improve operational efficiency and maximize self-service availability for financial institutions and retailers across the globe.Location: Atlanta, Georgia (midtown)MUST BE WILLING TO RELOCATE TO GAWork Style: in...

  • AI Solution Director

    6 days ago

    Atlanta, United States C3.ai, Inc. Full time

    C3.ai, Inc. (NYSE:AI) is a leading Enterprise AI software provider for accelerating digital transformation. The proven C3 AI Platform provides comprehensive services to build enterprise-scale AI applications more efficiently and cost-effectively than alternative approaches. The C3 AI Platform supports the value chain in any industry with prebuilt,...

  • Principal AI Engineer

    2 weeks ago

    Atlanta, United States NCR Atleos Full time

    About NCR AtleosNCR Atleos, headquartered in Atlanta, is a leader in expanding financial access. Our dedicated 20,000 employees optimize the branch, improve operational efficiency and maximize self-service availability for financial institutions and retailers across the globe.Location: Atlanta, Georgia (midtown)MUST BE WILLING TO RELOCATE TO GAWork Style: in...