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Sr. Data Scientist - Agentic AI (Minneapolis preferred, remote eligible)General Mills, Inc • Minneapolis, Minnesota, United States
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XX

Sr. Data Scientist - Agentic AI (Minneapolis preferred, remote eligible)

General Mills, Inc
  • US
    Minneapolis, Minnesota, United States
  • US
    Minneapolis, Minnesota, United States
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À propos

JOB OVERVIEW To make the food people love, we need to feed decision makers the right data and solutions at the right time, every time. As a Senior Data Scientist at General Mills, you will apply your strong expertise in machine learning, data mining, and information retrieval to design, prototype, and build next-generation advanced analytics engines and services. You will collaborate with product owners, business partners, and other Data Scientists to define the technical problem statement and the hypothesis to test. In addition, you will develop efficient and accurate analytical models that mimic business decisions.
KEY RESPONSIBILITIES
Design & implementation of LLM-based agentic AI solutions for semi-structured data, covering problem framing, data curation, and evaluation across classification, entity extraction & summarization.
Develop high-quality Agentic AI and RAG workflows, optimizing ingestion, chunking, embeddings, and vector indexing with established frameworks and stores to maximize retrieval performance.
Technically evaluate novel technology to help inform on the best effort/improvement tradeoffs.
Quickly learn and iterate with novel technologies/procedures, particularly but not exclusively around generative AI.
Implement appropriate generative AI techniques and technologies to solve business problems, including prompt and LLM fine-tuning, RAG, agentic workflows, and tool designs.
Help business stakeholders translate their objectives into measurable outcomes.
Apply critical thinking to frame business needs into statistical problems and develop solutions that balance technical completeness/complexity and timely value delivery.
Be a storyteller to explain the "why and how" of your recommendations to build trust in your solutions.
Have passion to advocate and educate on the value and importance of data-driven decision-making and analytical methods.
Identify and develop long-term data science processes, frameworks, tools, and standards.
Be a part of the team, collaborate, ask questions, engage, and solicit feedback from other Data Scientists.
MINIMUM QUALIFICATIONS
Bachelor's degree in data science, Computer Science, Engineering, Math, Statistics or other related fields
6+ years of relevant experience with at least 2 years of relevant experience in Data Science
Strong foundation of statistical reasoning and critical thinking, with a proven track record of effectively finding solutions to stakeholder problem statements
Experience with Python, including some exposure to package development and foundational programming principles
Some experience with generative AI concepts, including embeddings, LLMs, agents, and RAG
Experience writing complex SQL queries
Understanding data warehousing and complex databases
Experience with machine learning and data visualization tools
Number sense, ability to identify questionable data, dig in and address it
Strong communication and collaboration skills to understand business needs, frame problems in familiar language (without compromising statistical fidelity), and present solutions that clearly translate to business value
PREFERRED QUALIFICATIONS
Experience developing and deploying Python packages and managing large-scale projects
Experience developing/deploying generative AI technology, including agents, RAG, or similar
Experience with Google Cloud Platform or similar technology
Applied experience in consumer goods/supply chain
Master's degree in data science, Computer Science, Engineering, Math, or Statistics preferred
ADDITIONAL CONSIDERATIONS
Applicants for this position must be currently authorized to work in the United States on a full-time basis, and General Mills will not sponsor applicants for this position for work visas.
Salary Range The salary range for this position is $108,900.00 - $181,700.00 per year. At General Mills we strive for each employee's pay at any point in their career to reflect their experiences, performance, and skills for their current role. The salary range for this role represents the numerous factors considered in the hiring decisions including, but not limited to, education, skills, work experience, certifications, etc. Pay for the successful candidate(s) could fall anywhere within the stated range. Beyond base salary, General Mills offers a competitive Total Rewards package focusing on your overall well-being. Benefits may vary by role, country, region, union status, and other employment status factors. You may also be eligible to participate in an annual incentive program. An incentive award, if any, depends on various factors, including individual and organizational performance.
Reasonable Accommodation Request If you need to request an accommodation during the application or hiring process, please fill out our online accommodations request form by following this link: Accommodations Request.
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  • Minneapolis, Minnesota, United States

Compétences linguistiques

  • English
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