Data Scientist I at AGCO Corporation

Job description

Do you want to help solve the world's most pressing challenges? Feeding the world's growing population and slowing climate change are two of the world's greatest challenges. AGCO is a part of the solution! Join us to make your contribution. We are looking for an experienced professional to design and implement advanced data science and generative AI solutions that drive business impact. This role involves identifying insights, selecting methodologies, developing models, and collaborating with engineering teams to deploy scalable solutions. You will work on cutting-edge generative AI applications while ensuring statistical rigor and operational excellence across the analytics lifecycle. Your Impact • Analytics & Insights Collaborate with business stakeholders to identify and prioritize actionable insights across core business areas.Translate business needs and hypotheses into data-driven tasks and computational workflows. • Model Development Design and implement machine learning models (regression, classification, forecasting, deep learning) and ensure statistical integrity.Conduct proof-of-concept studies to validate feasibility and performance. • Generative AI Research, design, and implement generative AI models (GANs, VAEs, LLMs, diffusion models) for business applications.Fine-tune and optimize models, conduct experiments, and evaluate outputs for accuracy and reliability. • Deployment & Integration Work with cloud and data engineers to deploy models using scalable, high-performance machine learning pipelines.Ensure production readiness, including monitoring, retraining, and lifecycle management. • Communication & Adoption Present insights and recommendations clearly to stakeholders using strong visualization and storytelling techniques.Support adoption of analytics solutions through effective communication and demonstrations. Your Experience and Qualifications • 7+ years of experience in data science and analytics with hands-on model development and deployment. • Proven expertise in generative AI (LLMs, GANs, VAEs) and advanced machine learning techniques. • Strong programming skills in Python and proficiency with ML/DL frameworks (TensorFlow, PyTorch). • Familiarity with big data tools (Spark, Hive, Hadoop), cloud platforms (Azure/AWS/GCP), and MLOps practices. • Excellent communication and visualization skills, with the ability to translate technical insights into business value 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. We're 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 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

Requirements

Must-haves

Analytics & Insights
Collaborate with business stakeholders to identify and prioritize actionable insights across core business areas.Translate business needs and hypotheses into data-driven tasks and computational workflows.
Model Development
Design and implement machine learning models (regression, classification, forecasting, deep learning) and ensure statistical integrity.Conduct proof-of-concept studies to validate feasibility and performance.
Generative AI
Research, design, and implement generative AI models (GANs, VAEs, LLMs, diffusion models) for business applications.Fine-tune and optimize models, conduct experiments, and evaluate outputs for accuracy and reliability.
Deployment & Integration
Work with cloud and data engineers to deploy models using scalable, high-performance machine learning pipelines.Ensure production readiness, including monitoring, retraining, and lifecycle management.
Communication & Adoption
Present insights and recommendations clearly to stakeholders using strong visualization and storytelling techniques.Support adoption of analytics solutions through effective communication and demonstrations.
Your Experience and Qualifications
7+ years of experience in data science and analytics with hands-on model development and deployment.
Proven expertise in generative AI (LLMs, GANs, VAEs) and advanced machine learning techniques.
Strong programming skills in Python and proficiency with ML/DL frameworks (TensorFlow, PyTorch).
Familiarity with big data tools (Spark, Hive, Hadoop), cloud platforms (Azure/AWS/GCP), and MLOps practices.
Excellent communication and visualization skills, with the ability to translate technical insights into business value
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. We're 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.
Your Workplace
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.

Nice-to-haves

None flagged.

Application prep

Use the role’s language and application details while tailoring your materials.

Keywords to mirror

aimachine learningpythonmlazureawsgcp

Platform: career-feeds
Effort: medium

Benefits

Benefits detected in the listing.

Wellness