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AGCO

Global agricultural equipment manufacturer and solutions

Data Scientist 1

Applied Machine Learning +1Confirmed live in the last 24 hours
Full-timePune, Maharashtra, IndiaNo salary listedIn-person

About the Job

Requirements

  • At least 7 years of experience in data science and analytics, including hands-on model development and deployment.
  • Demonstrated expertise in generative artificial intelligence, including large language models, generative adversarial networks, and variational autoencoders, and advanced machine learning techniques.
  • Strong programming skills in Python and proficiency with TensorFlow and PyTorch.
  • Familiarity with big data tools including Spark, Hive, and Hadoop; cloud platforms including Azure, Amazon Web Services, or Google Cloud Platform; and MLOps practices.
  • Ability to communicate and visualize technical insights and translate them into business value.

Responsibilities

  • 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.
  • Design and implement machine learning models for regression, classification, forecasting, and deep learning, while ensuring statistical integrity.
  • Conduct proof-of-concept studies to validate feasibility and performance.
  • Research, design, and implement generative artificial intelligence models, including generative adversarial networks, variational autoencoders, large language models, and diffusion models, for business applications.
  • Fine-tune and optimize models, conduct experiments, and evaluate outputs for accuracy and reliability.
  • Collaborate with cloud and data engineers to deploy models using scalable, high-performance machine learning pipelines.
  • Ensure production readiness, including monitoring, retraining, and lifecycle management.
  • Present insights and recommendations clearly to stakeholders using visualization and storytelling techniques.
  • Support adoption of analytics solutions through communication and demonstrations.

About the Company

AGCO

Global agricultural equipment manufacturer and solutions

AGCO designs, manufactures, and sells agricultural machinery and related services for farmers around the world. Its product lineup includes tractors, combines, hay equipment, and other farming gear, along with high-tech smart farming solutions that use sensors, data, and software to optimize field operations and yields. The company operates through a portfolio of global brands and focuses on turning its equipment into a full-service agricultural solution, combining hardware with precision agriculture capabilities. Unlike many peers that rely on a single brand or product line, AGCO grows through acquisitions and now offers a diverse set of brands under one umbrella, enabling a broad reach and a range of specialization from traditional machinery to advanced farming technology. The goal is to help farmers feed a growing world by providing reliable equipment and digital farming tools that improve productivity and efficiency.

Company size
10,001+
Company stage
IPO
Headquarters
Duluth, GA
Founded
1990

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