Systems Architect Artificial Intelligence
Systems Architect Artificial Intelligence
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Job Description
Do you want to help solve the worlds most pressing challenges Feeding the worlds growing population and slowing climate change are two of the worlds greatest challenges. AGCO is a part of the solution! Join us to make your contribution.
AGCO is looking to hire candidates for the position of Systems Architect AI Systems. We are seeking an experienced and innovative Systems Architect AI Systems to lead the design creation and evolution of system architectures for AI solutions within our organization. The Systems Architect AI Systems is a critical role responsible for designing implementing and evolving scalable AI architectures that support and drive the companys AI and data strategies. The ideal candidate will have extensive experience in architecting deploying and managing AI solutions in cloudbased environments with a focus on high performance security and interoperability. This role will work closely with data science engineering and delivery teams to ensure AI systems are seamlessly integrated across the organizations operations.
Your Impact
- AI Systems Architecture: Design and implement scalable architectures that support AI/ML models and data systems optimizing for performance costefficiency and security.
- Cloud Platform Expertise: Leverage cloud environments (AWS GCP Azure) to architect solutions that support highvolume data processing storage and AI model deployment.
- Data Integration & Pipeline Design: Develop and oversee data pipelines that ensure smooth data flow between various sources and AI systems incorporating best practices for ETL data lakes and realtime streaming.
- Model Deployment and Monitoring: Collaborate with ML engineers to establish CI/CD pipelines for model deployment monitoring and lifecycle management to ensure models remain reliable and efficient in production.
- Tool Evaluation and Adoption: Evaluate and recommend AI tools libraries and platforms that align with business goals ensuring that the chosen technology stack can support complex AI and data requirements.
- Security and Compliance: Ensure all AI architectures meet security regulatory and compliance standards relevant to data handling model deployment and user access particularly with regards to GDPR CPRA and industryspecific regulations.
- Documentation and Best Practices: Establish and maintain comprehensive documentation of architecture designs policies and processes promoting best practices across the AI & Data Operations organization.
FUNCTIONAL KNOWLEDGE:
- Advanced AI and Data Systems: Deep understanding of AI architectures including distributed computing frameworks (e.g. Apache Spark Hadoop) data lakes data warehousing and MLOps.
- Cloud Infrastructure and Services: Proficient in AWS (SageMaker Redshift Lambda) Google Cloud Platform (BigQuery Vertex AI) and/or Azure AI services with a strong grasp of cloudbased data management and ML lifecycle management.
- Containerization and Orchestration: Skilled in Docker Kubernetes and other container management tools to ensure scalability and efficiency in model deployment and orchestration.
- Data Security and Governance: Familiar with data governance frameworks and security protocols including encryption authentication and compliance requirements (GDPR CPRA etc. especially as they relate to cloudbased AI solutions.
BUSINESS EXPERTISE:
- Experience in industries such as manufacturing agriculture or supply chain particularly in AI and data use cases.
- Familiarity with regulatory requirements related to data governance and security.
- Experience with emerging technologies like edge computing IoT and AI/ML automation tools.
Your Experience and Qualifications
- Bachelors degree in computer science data science or related field. Masters degree or relevant certifications is preferred.
- Experience: 8 years of experience in systems architecture with at least 5 years focused on AI and data systems in a cloud environment.
- Programming Languages: Proficient in Python Java and SQL; familiarity with R Scala or other languages is a plus.
- MLOps Tools: Handson experience with MLOps tools and frameworks (e.g. MLflow Kubeflow Airflow) for model tracking versioning and deployment.
- Data Engineering: Strong experience with ETL processes realtime data streaming (Kafka Spark Streaming) and data pipeline design.
- Analytical Skills: Strong problemsolving abilities with the capacity to analyze system requirements and design scalable solutions that meet both technical and business needs.
- Communication and Leadership: Excellent communication skills to explain complex architecture concepts to nontechnical stakeholders as well as the ability to lead technical discussions and mentor junior team members.
- Certifications: Relevant certifications are a plus (e.g. AWS Certified Solutions Architect Google Professional Data Engineer Certified Kubernetes Administrator).
Your Benefits
- GLOBAL DIVERSITY Diversity means many things to us different brands cultures nationalities genders generations even variety in our roles. You make us unique!
- ENTERPRISING SPIRIT Every role adds value. Were committed to helping you develop and grow to realize your potential.
- POSITIVE IMPACT Make it personal and help us feed the world.
- INNOVATIVE TECHNOLOGIES You can combine your love for technology with manufacturing excellence and work alongside teams of people worldwide who share your enthusiasm.
- MAKE THE MOST OF YOU Benefits include health care and wellness plans and flexible and virtual work option.
Your Workplace
AGCO is Great Place to Work Certified and has been recognized for delivering exceptional employee experience and a positive workplace culture. We value inclusion and recognize the innovation a diverse workforce delivers to our farmers. Through our recruiting we are committed to building a team that includes a variety of experiences backgrounds cultures and perspectives.
We value inclusion and recognize the innovation a diverse workforce delivers to our farmers. Through our recruitment efforts we are committed to building a team that includes a variety of experiences backgrounds cultures and perspectives.
Join us as we bring agriculture into the future and apply now!
Please note that this job posting is not designed to cover or contain a comprehensive listing of all required activities duties responsibilities or benefits and may change at any time with or without notice.
AGCO is proud to be an Equal Opportunity Employer
Employment Type
Full Time
