Talent.com
MLOPS Architect
MLOPS ArchitectOmni Inclusive • St Louis, MO, United States
MLOPS Architect

MLOPS Architect

Omni Inclusive • St Louis, MO, United States
[job_card.variable_days_ago]
[job_preview.job_type]
  • [job_card.full_time]
[job_card.job_description]

Mandatory required skills - AWS, Python, Airflow, Kedro, or Luigi

Preferred / Desired skills - Hadoop, Spark, or similar frameworks. Experience with graph databases a plus

  • Designing Cloud Architecture :

As an AWS Cloud Architect, you'll be responsible for designing cloud architectures, preferably on AWS, Azure, or multi-cloud environments.

  • Your architecture design should enable seamless scalability, flexibility, and efficient resource utilization for MLOps implementations.
  • Data Pipeline Design :

    • Develop data taxonomy and data pipeline designs to ensure efficient data management, processing, and utilization across the AI / Client platform.

  • These pipelines are critical for ingesting, transforming, and serving data to machine learning models.
  • MLOps Implementation :

    • Collaborate with data scientists, engineers, and DevOps teams to implement MLOps best practices.

  • This involves setting up continuous integration and continuous deployment (CI / CD) pipelines for model training, deployment, and monitoring.
  • Infrastructure as Code (IaC) :

    • Use tools like AWS CloudFormation or Terraform to define and provision infrastructure resources.

  • Infrastructure as Code allows you to manage your cloud resources programmatically, ensuring consistency and reproducibility.
  • Security and Compliance :

    • Ensure that the MLOps architecture adheres to security best practices and compliance requirements.

  • Implement access controls, encryption, and monitoring to protect sensitive data and models.
  • Performance Optimization :

    • Optimize cloud resources for cost-effectiveness and performance.

  • Consider factors like auto-scaling, load balancing, and efficient use of compute resources.
  • Monitoring and Troubleshooting :

    • Set up monitoring and alerting for the MLOps infrastructure.

  • Be prepared to troubleshoot issues related to infrastructure, data pipelines, and model deployments.
  • Collaboration and Communication :

    • Work closely with cross-functional teams, including data scientists, software engineers, and business stakeholders.

  • Effective communication is essential to align technical decisions with business goals.

    • Activities -

    Strong experience in Python

  • Experience in data product development, analytical models, and model governance
  • Experience with AI workflow management tools such as Airflow, Kedro, or Luigi
  • Exposure statistical modeling, machine learning algorithms, and predictive analytics.
  • Highly structured and organized work planning skills
  • Strong understanding of the AI development lifecycle and Agile practices
  • Proficiency in big data technologies like Hadoop, Spark, or similar frameworks. Experience with graph databases a plus.
  • Extensive Experience in working with cloud computing platforms - AWS
  • Proven track record of delivering data products in environments with strict adherence to security and model governance standards.
    • [job_alerts.create_a_job]

    MLOPS Architect • St Louis, MO, United States

    [internal_linking.similar_jobs]
    AI / ML Solution Architect

    AI / ML Solution Architect

    VirtualVocations • Saint Louis, Missouri, United States
    [job_card.full_time]
    A company is looking for an AI / ML Solution Architect.Key Responsibilities Lead the development and maintenance of enterprise-wide application systems, ensuring alignment with business requirement...[show_more]
    [last_updated.last_updated_1_day] • [promoted]
    Azure Cloud – Senior Platform Architect

    Azure Cloud – Senior Platform Architect

    Capgemini Government Solutions • St. Louis, MO, US
    [job_card.full_time]
    Capgemini Government Solutions (CGS) LLC is seeking highly motivated and experienced Platform Architect to join our team to support our client in a secure environment. The Platform Architect will ha...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]
    Enterprise Architect

    Enterprise Architect

    US Cloud • St. Louis, MO, US
    [job_card.full_time]
    The Enterprise Architect leverages deep Microsoft expertise to align business goals with technical design, serving external customers in a project-oriented capacity. Collaborating with internal team...[show_more]
    [last_updated.last_updated_30]
    Solutions Consultant 2

    Solutions Consultant 2

    Palo Alto Networks • Saint Louis, MO, US
    [job_card.full_time]
    At Palo Alto Networks®, everything starts and ends with our mission : .Being the cybersecurity partner of choice, protecting our digital way of life. We have the vision of a world where each day i...[show_more]
    [last_updated.last_updated_30] • [promoted]
    Physician / Telemedicine / Missouri / Permanent / Telemedicine Physician

    Physician / Telemedicine / Missouri / Permanent / Telemedicine Physician

    QuickMD • Arnold, MO, US
    [job_card.full_time] +1
    About QuickMD : QuickMD is a leading telemedicine provider, delivering high-quality virtual care across 44 states.Since our founding in 2019, we have helped more than 100,000 patients access essenti...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]
    Oracle Retail Cloud (Functional / Techno Functional)

    Oracle Retail Cloud (Functional / Techno Functional)

    TechBiz Global GmbH • St. Louis, MO, US
    [job_card.temporary]
    At TechBiz Global, we are providing recruitment service to our TOP clients from our portfolio.We are currently looking for a. If you're looking for an exciting opportunity to grow in a innovative en...[show_more]
    [last_updated.last_updated_1_day]
    Locum Physician (MD / DO) - Emergency Medicine in Alton, IL

    Locum Physician (MD / DO) - Emergency Medicine in Alton, IL

    LocumJobsOnline • Alton, IL, US
    [job_card.full_time]
    Doctor of Medicine | Emergency Medicine.Competitive weekly pay (inquire for details) .LocumJobsOnline is working with Adelphi Locums to find a qualified Emergency Medicine MD in Alton, Illinois, 62...[show_more]
    [last_updated.last_updated_30] • [promoted]
    Master-at-Arms - Full Time

    Master-at-Arms - Full Time

    U.S. Navy • Arnold, MO, US
    [job_card.full_time]
    Masters-at-Arms (MAs) are security specialists who perform antiterrorism, force protection, physical security, and law enforcement duties on land and at sea. They may operate force protection waterc...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]
    Business Architect

    Business Architect

    Safety National • St. Louis, Missouri, United States
    [job_card.full_time]
    At Safety National, we don't just offer jobs - we build careers with purpose! Since 1942, we've been an industry leader, valuing integrity, teamwork, and stability while providing competitive rewar...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]
    Gestational Surrogate (Surrogate Mother)

    Gestational Surrogate (Surrogate Mother)

    Newborn Advantage Surrogacy • Imperial, MO, US
    [job_card.full_time]
    Newborn Advantage Surrogacy is seeking qualified women to become gestational surrogates and help families grow.As a surrogate, you’ll carry a pregnancy for intended parents while receiving comprehe...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]
    Azure Cloud – Senior Infrastructure Architect

    Azure Cloud – Senior Infrastructure Architect

    Capgemini Government Solutions • St. Louis, MO, US
    [job_card.full_time]
    Capgemini Government Solutions (CGS) LLC is seeking highly motivated and experienced Infrastructure Architect to join our team to support our client in a secure environment.The Infrastructure Cloud...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]
    Locum Physician (MD / DO) - Emergency Medicine in Alton, IL

    Locum Physician (MD / DO) - Emergency Medicine in Alton, IL

    Adelphi Locums • Alton, IL, United States
    [job_card.full_time]
    Doctor of Medicine | Emergency Medicine Location : Alton, IL Employer : Adelphi Locums Pay : Competitive weekly pay (inquire for details) Shift Information : 3 days x 12 hours Start Date : ASAP About th...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]
    Field Sales Consultant – Insurance Solutions

    Field Sales Consultant – Insurance Solutions

    Platinum Supplemental Insurance, Inc. • Columbia, IL, US
    [job_card.full_time]
    Ready to jump-start your career and take charge of your earning potential?.At Platinum Supplemental Insurance, we’re looking for motivated individuals ready to learn, grow, and thrive in a fast-pac...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]
    Earn $50,000–$100,000 as a Surrogate – Must Have Healthy Prior Delivery

    Earn $50,000–$100,000 as a Surrogate – Must Have Healthy Prior Delivery

    Ivy Surrogacy • Valmeyer, IL, US
    [job_card.full_time] +1
    Becoming a surrogate mother is one of the greatest gifts of life!.Ivy Surrogacy is a third-party reproductive agency for parents all over the world seeking. At Ivy Surrogacy, we genuinely believe we...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]
    Digital Solutions Engineer

    Digital Solutions Engineer

    LUZCO Technologies • St. Louis, MO, US
    [job_card.full_time]
    [filters_job_card.quick_apply]
    Looking for a familia? At LUZCO, we’re more than an engineering firm.We’re a tight-knit team of people who care deeply about what we do and who we work with.As an a...[show_more]
    [last_updated.last_updated_30]
    Locum Physician (MD / DO) - Emergency Medicine in Jefferson City Region, MO

    Locum Physician (MD / DO) - Emergency Medicine in Jefferson City Region, MO

    All Medical Personnel • Festus, MO, United States
    [job_card.full_time] +1
    Doctor of Medicine | Emergency Medicine Location : Jefferson City Region, MO Employer : All Medical Personnel Pay : Competitive weekly pay (inquire for details) Contract Duration : 2 Weeks Start Date : ...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]
    AI / ML Solutions Architect

    AI / ML Solutions Architect

    VirtualVocations • Saint Louis, Missouri, United States
    [job_card.full_time]
    A company is looking for an AI / ML Specialist Solutions Architect to support AI-focused customers leveraging its services. Key Responsibilities Designing customer-centric solutions that maximize bu...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]
    Multi-Specialty Account Manager - Saint Louis North, MO

    Multi-Specialty Account Manager - Saint Louis North, MO

    Lundbeck • Imperial, MO, US
    [job_card.full_time]
    Territory : Saint Louis North, MO - Multi-Specialty.Target city for territory is Saint Louis - will consider candidates who live within 40 miles of territory boundaries with access to a major airpor...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]