Data Scientist
Pune, MH, IN
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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.
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Insight Generation: Identify patterns, trends, and correlations in data to derive actionable insights that inform product development, parts design, specifications, and operational decisions.
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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.
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Model Development and Refinement: Continuously develop, evaluate, and refine analytical models and methods to ensure their accuracy, scalability, and relevance to business needs.
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Machine Learning Applications: Develop machine learning models to predict maintenance needs, optimize machine settings, analyze customer usage patterns, and enhance overall product performance.
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3+ years of experience working with structured data, including cleaning, manipulating, and data mining. Experience with unstructured data is a plus.
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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.
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Strong proficiency in Python, SQL, PySpark, and common frameworks (e.g., scikit-learn, TensorFlow, PyTorch). Familiarity with R is a plus.
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Experience with cloud-based tools like Apache Spark, Databricks, AWS Glue, and Amazon SageMaker.
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Strong data visualization skills and experience with BI tools (e.g., Dash, Tableau, Shiny).
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GLOBAL DIVERSITY – Diversity means many things to us, different brands, cultures, nationalities, genders, generations – even variety in our roles. You make us unique!
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ENTERPRISING SPIRIT- Every role adds value. We're committed to helping you develop and grow to realize your potential.
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POSITIVE IMPACT – Make it personal and help us feed the world.
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INNOVATIVE TECHNOLOGIES - You can combine your love for technology with manufacturing excellence – and work alongside teams of people worldwide who share your enthusiasm.
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MAKE THE MOST OF YOU – Benefits include health care and wellness plans and flexible and virtual work options.
Job Segment:
Agronomy, Data Mining, Scientist, SQL, Database, Agriculture, Technology, Science