Data Scientist I
AGCO Corporation
Location
🇮🇳 Pimpri-Chinchwad, India
Type
full_time
Salary
Undisclosed
Posted
1w ago
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).