Data Scientist II

Department Icon Data Science Analytics & Machine Learning
149+ Applicants
Posted: 1 week ago
2-5 years
Powai, Mumbai, MH, India
work from office

Posted: 1 week ago
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Applicants: 150+
Job Description
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Job Description

COMPANY OVERVIEW

We exist to make food the world loves. But we do more than that. Our company is a place that prioritizes being a force for good, a place to expand learning, explore new perspectives and reimagine new possibilities, every day. We look for people who want to bring their best — bold thinkers with big hearts who challenge one another and grow together. Because becoming the undisputed leader in food means surrounding ourselves with people who are hungry for what’s next.​




OVERVIEW

The Global Knowledge Solutions (GKS) organization catalyzes the creation, transfer, and application of knowledge to ensure ITQ succeeds at its mission of driving internal and external innovation, developing differentiated technology, and engendering trust through food safety and quality.

The Data Scientist II in this program area is expected to: have deep expertise in Machine Learning, Deep Learning, and Agentic AI systems to drive high‑impact analytics and AI solutions. This role will focus on designing, building, and deploying intelligent, autonomous, and scalable AI systems that address complex business and R&D challenges; and manage multiple projects independently or with guidance. This role requires you to operate in 11.00 am to 8.00 pm shift.

KEY ACCOUNTABILITIES

Technical Excellence (70%)

  • AI Agent Building: Design AI agents leveraging LLMs, RAG, memory, tools, and orchestration frameworks. Implement multi‑step reasoning, task planning, and autonomous workflows using agentic architecture. Evaluate agent performance using custom evaluation metrics, simulators, and feedback loops. Stay current with emerging patterns in GenAI, autonomous agents, and AI safety.
  • End-to-End Model Development: Independently lead data science projects through the entire lifecycle: from problem definition and data acquisition to feature engineering, model selection, and deployment.
  • Predictive Modeling & Machine Learning: Design, build, and validate robust machine learning models (e.g., regression, classification, clustering, time-series forecasting) to solve key business challenges in R&D, product innovation, and quality.
  • Advanced Analytics & Insights: Apply statistical inference, data mining, and advanced analytical techniques to extract actionable insights from complex structured and unstructured data (e.g., text, sensor data).
  • Machie Learning Ops & Scalability: Build and maintain data and modeling pipelines. Deploy models into production environments and monitor their performance, ensuring scalability and reliability. Working experience on Computer-vision/Image analysis projects.
  • Technical Innovation: Stay current with advances in data science and machine learning. Evaluate and implement new tools, frameworks (e.g., PyTorch, TensorFlow, Keras, scikit-learn), and methodologies to enhance the team's capabilities.

Business Partnership (15%)

  • Work effectively with clients to identify client needs and success criteria, and translate into clear project objectives, timelines, and plans.
  • Be responsive and timely in sharing project updates, responding to client queries, and delivering on project commitments.
  • Clearly communicate analysis, conclusions, insights, and conclusions to clients using written reports and real-time meetings.

Innovation & Continuous Improvement (10%)

  • Improve processes and methodologies
  • Develop new analytical capabilities
  • Continuously upskill in ML and AI best practices

Administration (5%)

  • Complete required trainings and organizational responsibilities

MINIMUM QUALIFICATIONS

  • Education: Master’s or Ph.D. in Data Science, Computer Science, Statistics, or related quantitative field
  • Looking to get Placed? Try our Placement Guarantee Plan

  • Experience: 5+ years building and deploying ML models and working experience on Agentic AI
  • Technical Skills: Strong ML expertise (feature engineering, validation, ensemble models, neural networks)
  • Proficiency in Python/R (pandas, NumPy, scikit-learn, etc.)
  • Experience with PyTorch, TensorFlow, Keras, or similar
  • Hands-on MLOps, Git, and cloud platforms (AWS/GCP/Azure)
  • Experience deploying production ML systems
  • Strong data storytelling and visualization skills (Shiny, Dash, Tableau)
  • Ability to manage multiple projects independently

PREFERRED QUALIFICATIONS

  • Certifications in R, Python, or SQL



ELIGIBILITY

Applicants must meet minimum age qualifications in the country in which the job is located.

Skills

PythonRSQLMachine LearningDeep LearningTensorFlowPyTorchKerasScikit-learnPandasNumPyRAGData ScienceStatisticsPredictive Modeling

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About Company

General Mills Careers offer a gateway to a world of food innovation and nourishing possibilities. As a global leader in the food industry, General Mills is renowned for its iconic brands and commitment to quality and sustainability. With diverse career opportunities spanning marketing, finance, supply chain, research and development, and more, General Mills Careers cater to passionate individuals eager to make a difference in the lives of consumers worldwide. The company values employee growth and development, providing training programs, mentorship, and a collaborative work culture. Joining General Mills Careers means embarking on a journey to create food experiences that delight and nourish people everywhere.

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Important dates & deadlines?

Application Deadline

25 Nov 26, 06:25 PM IST

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