AI/ML & Data Engineer

Congruent InfoTech

4 - 6 years

11 - 20 Lacs

chennai

Posted:2 weeks ago| Platform:

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Skills Required

artificial intelligence data engineer machine learning nlp llm

Work Mode

Work from Office

Job Type

Full Time

Job Description

Experience

4~6 years in ML/NLP, preferably in document-heavy domains (finance, legal, policy)

Key Responsibilities:

Data Ingestion and Preprocessing
: Ability to build and maintain data pipelines to ingest unstructured data from PDFs, gazettes, HTML circulars etc. and process data extraction, parsing, and normalization
NLP & LLM Modeling
: Ability to fine-tune or prompt-tune LLMs for summarization, classification, and change detection in regulations. Ability to develop embeddings for semantic similarity.
Knowledge Graph Engineering
: Ability to design entity relationships (regulation, control, policy) and implement retrieval over Neo4j or similar graph DBs.
Information Retrieval (RAG)
: Ability to build RAG pipelines for natural language querying of regulations.
Annotation and Validation
: Ability to annotate training data by collaborating with SMEs and validate model outputs
MLOps
: Ability to build CI/CD for model retraining, versioning, and evaluation (precision, recall, BLEU, etc.)
API and Integration
: Ability to expose ML models as REST APIs (FastAPI) for integration with product frontend.

Skills

Languages

AI/ML/NLP

Vector Search

Data Engineering

MLOps

More Jobs at Congruent InfoTech

AI/ML & Data Engineer

chennai

4.0 - 6.0 yrs

INR 11 - 20 Lacs

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