Data Scientist

Fendt; Pune District; On-site; INR 1,200,000 - 1,800,000; Full time

Benefits offered by this job

Global Diversity

Enterprising Spirit

Positive Impact

Innovative Technologies

Health care & flexible work

Job summary

AGCO is looking to hire a Data Scientist to extract, clean, and analyze large datasets from telemetry and test data to support AI applications across our agricultural machinery portfolio. You will drive insights and collaborate with cross-functional teams to enable data-driven decisions and innovative solutions.

You will develop and refine analytical models, deploy ML solutions, and contribute to predictive maintenance, optimization of machine settings, and usage analytics, enhancing product

Qualifications

• 3+ years of experience with structured data; experience with unstructured data is a plus.
• Proven experience with at least two of: statistical models, machine learning, deep learning (time series or NLP/LLMs) with deployment.
• Strong proficiency in Python, SQL, PySpark; familiarity with R a plus.
• Experience with cloud-based tools like Apache Spark, Databricks, AWS Glue, and SageMaker.
• Strong data visualization skills with BI tools (Dash, Tableau, Shiny).

Responsibilities

• Data Management and Analysis: Extract, clean, and analyze large datasets from telemetry/test data to support AI applications.
• Insight Generation: Identify patterns and trends to inform product development, design, and operational decisions.
• Cross-Functional Collaboration: Work with teams to drive data-driven decision-making and innovative solutions.
• Model Development and Refinement: Develop and refine analytical models to ensure accuracy and scalability.
• Machine Learning Applications: Build models to predict maintenance needs, optimize settings, and enhance product performance.

Skills

Structured data experience

Time series / NLP / DL concepts

Data mining

Tools

Python

SQL

PySpark

scikit-learn

TensorFlow

PyTorch

R

Apache Spark

Databricks

AWS Glue

SageMaker

Dash

Tableau

Shiny

Job description

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 Data Scientist

Your Impact

• Data Management and Analysis: Extract, clean, and analyze large datasets from diverse sources, including telemetry data, test fleet data, and test bench data, to support engineering and AI applications in the agricultural machinery domain.
• Insight Generation: Identify patterns, trends, and correlations in data to derive actionable insights that inform product development, parts design, specifications, and operational decisions.
• Cross-Functional Collaboration: Work closely with cross-functional teams to drive data-driven decision-making and foster innovative solutions that enhance engineering efficiency, improve product quality, and enable the development of new, data-driven solutions for product usage.
• Model Development and Refinement: Continuously develop, evaluate, and refine analytical models and methods to ensure their accuracy, scalability, and relevance to business needs.
• Machine Learning Applications: Develop machine learning models to predict maintenance needs, optimize machine settings, analyze customer usage patterns, and enhance overall product performance.

Your Experience and Qualifications

• 3+ years of experience working with structured data, including cleaning, manipulating, and data mining. Experience with unstructured data is a plus.
• Proven experience with at least two of the following: statistical models, machine learning, deep learning (preferably time series or large language models for NLP, topic modeling, or conversational AI). Familiarity with model setup, fine-tuning, evaluation, and deployment.
• Strong proficiency in Python, SQL, PySpark, and common frameworks (e.g., scikit-learn, TensorFlow, PyTorch). Familiarity with R is a plus.
• Experience with cloud-based tools like Apache Spark, Databricks, AWS Glue, and Amazon SageMaker.
• Strong data visualization skills and experience with BI tools (e.g., Dash, Tableau, Shiny).

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 options.

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.

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.