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AI Data Engineer

Peak Trust Global Real Estatebangalore district, karnataka, in

4 days ago

Job description

Location : Remote

Type : Full-time

Experience : 3+ Years

Salary : up to 60K / Month

Role Summary

We are looking for a hands-on AI Data Engineer who can independently manage end-to-end data workflows, including data collection, document processing, dataset preparation, retrieval pipelines, model fine-tuning, and data visualization.

This role requires strong technical skills across Python, automation, ML tooling, and analytical reporting.

Key Responsibilities (Technical) 1. Data Acquisition & Automation

Build automated data collection workflows using tools such as Firecrawl , Playwright , Scrapy , or similar frameworks
Extract multi-format documents (PDFs, HTML, text, images)
Handle large-scale crawling, rate limits, error handling, and scheduling

2. Document Processing & Transformation

Clean and process unstructured documents

Apply OCR (Tesseract, PaddleOCR) for scanned files

Convert and structure data using PyPDF2 , pymupdf , BeautifulSoup , etc.

Prepare data in formats such as JSON, JSONL, or CSV

3. Dataset Preparation

Segment and structure text for ML training

Create Q&A datasets, summaries, instruction-response pairs, and labeled text

Build high-quality datasets compatible with fine-tuning frameworks

4. Retrieval & Indexing Pipelines

Implement document chunking strategies

Generate embeddings and manage vector databases ( Qdrant , Pinecone , Weaviate )

Build retrieval workflows using LangChain or LlamaIndex

Optimize retrieval accuracy and latency

5. Model Training & Fine-Tuning

Run fine-tuning jobs using HuggingFace Transformers , LoRA / QLoRA , or similar methods

Monitor training performance and refine datasets

Package and deploy fine-tuned models

6. Data Visualization & Analytics

Create analytical charts, trends, and insights using :

Pandas

Matplotlib

Seaborn

Plotly

Build simple internal dashboards or visual summaries for reports

Transform raw datasets into meaningful visual insights

7. Automation & Infrastructure

Write modular, maintainable Python scripts

Containerize workflows with Docker

Maintain version control with Git

Ensure reproducibility and pipeline stability

Required Technical Skills

Strong proficiency in Python

Experience with Firecrawl , Playwright, Scrapy, or similar tools

Strong background in document parsing , text processing, and OCR

Familiarity with LangChain or LlamaIndex

Experience with vector databases

Hands-on experience with HuggingFace , Transformer models, and fine-tuning

Ability to write clean, efficient data pipelines

Experience with Matplotlib , Seaborn , Plotly , or other visualization tools

Comfort using Docker and Git

Nice to Have

Experience serving models or building small APIs (FastAPI)

Exposure to GPU training environments

Background in large-scale unstructured data work

Ability to create lightweight dashboards (Plotly Dash, Streamlit)

Ideal Candidate

Comfortable owning full pipelines independently

Detail-oriented and analytical

Strong problem-solving ability

Can work with minimal supervision

Enjoys building structured systems from scratch

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Ai Data Engineer • bangalore district, karnataka, in

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