Document Intelligence Data Jobs

1 job found

1d ago

Junior Machine Learning Engineer

Tax Relief Advocates Irvine, CA

Irvine, CA

1d ago

$85k - $100k/yr Full time Artificial Intelligence Data Analysis Deep Learning

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Job Description

Junior Machine Learning Engineer in Irvine, CA, focused on designing, building, and refining ML models for document classification, entity extraction, and outcome prediction to support tax automation.

Responsibilities

Assist in designing, building, and fine‑tuning ML models for document classification, entity extraction, and outcome prediction using tools like scikit‑learn, PyTorch, or TensorFlow.
Support internal departments by transforming legacy workflows through the integration of AI powered tools.
Evaluate performance by establishing metrics such as recall, precision, and accuracy to assess model effectiveness and reduce errors in tax form extraction and chatbot responses.
Deploy and monitor models with tools like MLflow, FastAPI, or Streamlit, including versioning, logging, and ongoing system monitoring.
Learn and grow within a dynamic team, gaining hands‑on experience with real world AI applications in tax automation.

Requirements

Recent graduate (0–2 years of experience, including internships) in AI, NLP, computer science, or related fields.
Basic proficiency in Python.
Familiarity with libraries like scikit‑learn, PyTorch, or TensorFlow.
Familiarity with pandas for document extraction.
Familiarity with a PDF extraction library.
Familiarity with token estimation libraries.
Experience working with LLM APIs and their payload outputs (e.g., OpenAI, Azure AI).
Experience with OCR/document intelligence tools (e.g., Azure Document Intelligence, Google Document AI).
Interest in working with structured/unstructured data, especially financial or tax documents.
Exceptional communication skills to bridge technical and non‑technical teams.
Eager to learn, with a proactive approach to problem‑solving.
Strong documentation habits and a team‑oriented mindset.

Technologies

Python
scikit‑learn
PyTorch
TensorFlow
pandas
PDF extraction library
token estimation libraries
OpenAI
Azure AI
Azure Document Intelligence
Google Document AI
MLflow
FastAPI
Streamlit
Docker
AI Foundry
Document Intelligence
Azure Synapse
Power BI
Snowflake
AWS Lambda
Azure Functions

Benefits

Work on transformative AI projects that revolutionize tax automation.
Gain hands‑on experience with the Azure stack, including AI Foundry and Document Intelligence, alongside Python.
Join a collaborative team in Irvine, CA, with mentorship to kickstart your ML career.
Compensation: Up to $85,000 - $100,000 depending on experience.

Nice to Have

Solid understanding of containerization, with experience building custom Docker images.
Familiarity with security fundamentals like role‑based access control or JWT based authentication.
Interest in regulatory or IRS compliance for AI models.
Exposure to Azure Synapse, Power BI, or Snowflake.
Experience with serverless architectures (e.g., AWS Lambda, Azure Functions) is a plus.

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