AWS SageMaker Model Monitor is a service that automatically detects and alerts users to deviations in the quality of machine learning models deployed in production. It continuously monitors models for data drift, bias, and other anomalies, allowing users to maintain model accuracy and reliability over time.

About AWS SageMaker Model Monitor
AWS SageMaker Model Monitor was introduced by Amazon Web Services in 2019. It was developed to address the need for continuous monitoring of machine learning models in production, ensuring they maintained performance and accuracy over time by detecting data drift and anomalies.
AWS SageMakerAWS SageMaker Model Monitor's strengths include seamless integration with the AWS ecosystem, automated monitoring capabilities, and comprehensive insights into model performance. Its weaknesses might involve dependency on AWS infrastructure and potential complexity for beginners. Competitors include Google Cloud AI Platform's continuous evaluation features and Azure Machine Learning's model monitoring services.
Hire AWS SageMaker Model Monitor Experts
Work with Howdy to gain access to the top 1% of LatAM Talent.
Share your Needs
Talk requirements with a Howdy Expert.
Choose Talent
We'll provide a list of the best candidates.
Recruit Risk Free
No hidden fees, no upfront costs, start working within 24 hrs.
How to hire a AWS SageMaker Model Monitor expert
An AWS SageMaker Model Monitor expert must possess skills in machine learning model deployment and monitoring, proficiency in AWS services, particularly SageMaker, understanding of data drift and anomaly detection techniques, experience with Python for data analysis and scripting, and familiarity with cloud infrastructure management.

Pablo D.
Skills
A seasoned developer specializing in virtual storefront creation with proficiency in HTML5, CSS3, and JQuery. Skilled in transforming Photoshop designs into functional layouts, with a background in enhancing healthcare systems through innovative solutions and maintenance using ADVPL. Experienced in integrating web portals with primary systems, leveraging Angular, TypeScript, JavaScript, and Git for development. Currently involved in platform development to support local agency processes, utilizing front-end technologies, AWS CodeCommit, and agile methodologies such as Scrum for efficient task management and project execution.

Ruan A.
Skills
A Software Development Specialist adept in a multidisciplinary approach, proficient in various programming languages and technologies to drive productivity, security, and innovation in projects. Demonstrates expertise in addressing diverse challenges and identifying the most effective problem-solving strategies. With a robust aptitude for technology, this individual showcases versatility and adaptability across multiple areas.

Leonardo H.
Skills
Senior Full Stack Blockchain Developer with expertise in technology, focusing on the development sector. Proficient in the JavaScript stack, including React and Node.js, and skilled in TypeScript. Contributed to significant Web3 projects, including the development of a decentralized exchange and a digital crypto wallet supporting both Syscoin and Ethereum networks. Additionally, possesses extensive experience in various Web2 projects for prominent national firms. Dedicated to continual learning in the blockchain environment, leveraging Web3.js and ethers.js to develop applications predominantly on Syscoin, Ethereum, and Polygon networks. Actively seeking new opportunities in both Web2 and Web3 projects as a Full Stack Developer.

Vinícius P.
Skills
Data Engineer with three years of experience specializing in the energy and financial sectors, complemented by one year of consultancy in Tableau. Expertise includes the utilization of Microsoft Azure cloud infrastructure for ETL/ELT processes, leveraging tools such as Python, Spark, SQL Server, Azure Synapse, Azure Data Factory, Databricks, and Pyspark. Proficient in constructing data lake architectures within the Azure Cloud environment and adept at developing and maintaining seamless data pipelines. Demonstrated capability in performance tuning for optimization, managing CI/CD processes using Git Actions, and a thorough understanding of both Agile Scrum and Waterfall methodologies. Skilled in data visualization tools, including Tableau and Power BI. Academic credentials include a Bachelor's degree in Information Systems.

Tibério F.
Skills
Graduated in Telecommunications Engineering from the University of Fortaleza with a postgraduate degree in Project Management from the Getulio Vargas Foundation. Experienced in planning and control methodologies, project management tools, and business intelligence. Functions as a Back-End Developer in the research and development sector. Specializes in the development of internal systems using JavaScript (NodeJS with Express and NestJS frameworks) in conjunction with databases such as PostgreSQL and MySQL, within a service-oriented architecture. Proficient in utilizing Docker for operating system virtualization and automation, Git for version control, Trello for project management, DBDesigner for database architecture, and Figma for graphic interface design.

Luiz F.
Skills
A Full Stack Web Developer with two years of experience in web development.

Anderson D.
Skills
Full Stack Developer with expertise rooted in Information Systems and a career transition initiated in 2014, resuming in 2019 with a specific emphasis on JavaScript development. This professional's experience encompasses significant contributions to the retail sector through web system development, utilizing a comprehensive skill set that includes JavaScript/TypeScript, Node.js, and React. Specializations involve crafting robust frontends with React and developing efficient backends with Node.js APIs, alongside proficiency in serverless implementations for optimal resource management and scalability through the use of non-relational databases. Additional technical skills span Ruby on Rails, Oracle, and NoSQL databases, complemented by a personal interest in Arduino hobby projects. Current endeavors focus on advancing expertise in Ruby on Rails and Arduino, reflective of a commitment to continuous learning. Dedicated to seeking innovative projects and challenges within the development landscape.

Augusto R.
Skills
Software Engineer possessing extensive experience in software development, data analysis, and solution development across diverse domains. Demonstrates strong expertise in Python and proficiency with a variety of AWS technologies, such as EC2, ECS, DynamoDB, Athena, S3, LoadBalancer, and Lambda. Proficient in implementing development best practices, including design patterns, Test-Driven Development (TDD), Unified Modeling Language (UML) documentation, and Agile methodologies such as Scrum.
The best of the best optimized for your budget.
Thanks to our Cost Calculator, you can estimate how much you're saving when hiring top global talent with no middlemen or hidden fees.
USA
$ 224K
Employer Cost
$ 127K
Employer Cost
$ 97K
Benefits + Taxes + Fees
Salary
*Estimations are based on information from Glassdoor, salary.com and live Howdy data.