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AGCO

Global agricultural equipment manufacturer and solutions

Data Scientist 2

Data ScienceConfirmed live in the last 24 hours
Full-timePune, Maharashtra, IndiaNo salary listedIn-person

About the Job

Requirements

  • At least 3 years of experience working with structured data, including cleaning, manipulating, and data mining.
  • Proven experience with at least two of the following: statistical models, machine learning, or deep learning; time series, large language models for natural language processing, topic modeling, or conversational AI experience is preferred. Familiarity with model setup, fine-tuning, evaluation, and deployment is required.
  • Strong proficiency in Python, SQL, PySpark, and common frameworks such as scikit-learn, TensorFlow, and PyTorch.
  • Experience with cloud-based tools such as Apache Spark, Databricks, AWS Glue, and Amazon SageMaker.
  • Strong data visualization skills and experience with business intelligence tools such as Dash, Tableau, and Shiny.

Responsibilities

  • Extract, clean, and analyze large datasets from diverse sources, including telemetry data, test fleet data, and test bench data, to support engineering and artificial intelligence applications in agricultural machinery.
  • Identify patterns, trends, and correlations in data to derive actionable insights that inform product development, parts design, specifications, and operational decisions.
  • Work closely with cross-functional teams to drive data-driven decision-making and develop solutions that enhance engineering efficiency, improve product quality, and support new data-driven solutions for product usage.
  • Develop, evaluate, and refine analytical models and methods to ensure accuracy, scalability, and relevance to business needs.
  • Develop machine learning models to predict maintenance needs, optimize machine settings, analyze customer usage patterns, and enhance product performance.

Desired Qualifications

  • Experience with unstructured data.
  • Familiarity with R.

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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