Responsibilities
- Research and prototype LLM-based solutions for querying, filtering, and summarizing industrial data used in reporting applications.
- Design and implement agentic AI workflows where LLM-based agents autonomously plan, execute, and validate data access and reporting tasks.
- Support the development and integration of MCP server architectures enabling secure, structured, and performant interaction between LLMs and enterprise data sources.
- Develop natural-language interfaces for accessing time-series and relational data, including prompt design, tool calling, and context management.
- Collaborate closely with domain experts, software and reporting teams to translate industrial use cases into LLM-driven data solutions.
- Implement prototypes in Python, integrate them into backend services, and evaluate performance, robustness, and response quality.
- Analyze feedback and usage data to iteratively improve prompts, agent behavior, retrieval strategies, and data representations.
Basic qualifications
- Ongoing studies in Data Science, Computer Science, AI, or a related technical field.
- Strong interest in Large Language Models, agentic AI frameworks, and applied NLP.
- Practical experience with Python and modern AI/ML libraries; familiarity with LLM APIs, embeddings, retrieval-augmented generation (RAG), or tool orchestration is an advantage.
- Basic understanding of data engineering concepts (SQL, APIs, data pipelines).
- Ability to work independently on research questions and communicate results clearly to technical and non-technical stakeholders.
Benefits
Competitive compensation, medical/dental/vision coverage, paid vacation, paid holiday time, 401k with a company match, training, a tuition reimbursement program and more! SMS group is the leading partner in the world of metals. We are an original equipment supplier offering comprehensive maintenance and spare part services for metals production, continuous casting and rolling (flat and long products), tubes, welded pipes, forging, non-ferrous technology, and heat treatment plants - all from a single source.
SMS group Inc. is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, sex, religion, national origin, age, sexual orientation, disability, veteran status, gender identity or other categories protected by law. Employment is contingent upon successful completion of a drug screen and physical capacity profile test.
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