Data Scientist

Sidram Technologies

Fort Wayne (IN)

On-site

USD 90,000 - 150,000

Full time

11 days ago
Application generator

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Job summary

Sidram Technologies seeks a Data Scientist Mid Level to lead the design, development, and deployment of RAG-enabled solutions for unstructured utility data at our Fort Wayne site. The role emphasizes building scalable AI pipelines and collaborating with field operations and engineering teams.

The ideal candidate has 1+ year experience with LLMs, vector databases, and Python-based AI stacks, and will deploy solutions in Azure/AWS environments. Onsite work in Fort Wayne is required.

Qualifications

  • Experience in Data Science/Machine Learning with at least 1 year focusing on LLMs and Generative AI.
  • Strong Python (PyTorch/TensorFlow), LangChain, LlamaIndex and SQL skills.
  • Domain knowledge in utility, energy, oil & gas, or heavy industrial sectors.
  • Hands-on experience with vector embeddings, semantic search, and prompt engineering.

Responsibilities

  • Develop RAG Pipelines :: Design and optimize Retrieval-Augmented Generation (RAG) models to enhance LLM-driven troubleshooting and field operations.
  • AI Model Development :: Fine-tune and evaluate LLMs (e.g., GPT-4, Llama 3) for task-specific reasoning and accuracy.
  • Knowledge Integration :: Build high-quality Python code to integrate vector databases (e.g., Pinecone, Milvus, Weaviate) to store and retrieve technical utility documents efficiently.
  • Operational Intelligence :: Apply LLM solutions to analyze unstructured utility data, such as asset management logs, SCADA alerts, and maintenance records.
  • Deployment :: Work with software engineers to deploy and scale models in cloud environments (Azure/AWS).
  • Collaboration: Work cross-functionally with field operations, engineering teams, and stakeholders to understand data needs and deliver solutions.

Skills

LLMs
Generative AI
Data Science

Tools

Python
PyTorch
TensorFlow
LangChain
LlamaIndex
SQL

Job description

Role: Data Scientist Mid Level

location: Onsite at 5 days :: 7775 Ardmore Ave, Fort Wayne, IN 46809

AEP

Position Summary

We are seeking a highly skilled and motivated Data Scientist with a strong background in Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) systems. The ideal candidate has direct experience applying AI within the utility, energy, or industrial sector. You will lead the design, development, and deployment of intelligent systems that translate unstructured operational data (technical manuals, maintenance logs, field reports) into actionable insights.

Key Responsibilities
  • Develop RAG Pipelines :: Design and optimize Retrieval-Augmented Generation (RAG) models to enhance LLM-driven troubleshooting and field operations.
  • AI Model Development :: Fine-tune and evaluate LLMs (e.g., GPT-4, Llama 3) for task-specific reasoning and accuracy.
  • Knowledge Integration :: Build high-quality Python code to integrate vector databases (e.g., Pinecone, Milvus, Weaviate) to store and retrieve technical utility documents efficiently.
  • Operational Intelligence :: Apply LLM solutions to analyze unstructured utility data, such as asset management logs, SCADA alerts, and maintenance records.
  • Deployment :: Work with software engineers to deploy and scale models in cloud environments (Azure/AWS).
  • Collaboration: Work cross-functionally with field operations, engineering teams, and stakeholders to understand data needs and deliver solutions.
Required Qualifications
  • Experience: Professional experience in Data Science/Machine Learning, with at least 1 year focusing specifically on LLMs and Generative AI.
  • Technical Skills: Advanced proficiency in Python (PyTorch/TensorFlow, LangChain, LlamaIndex) and SQL.
  • Domain Knowledge: Proven experience in the utility, energy, oil & gas, or heavy industrial sectors.
  • RAG Expertise: Hands-on experience with vector embeddings, semantic search, and prompt engineering
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