16 Sep
|
MDINDIA HEALTH INSURANCE TPA
|
Pune
16 Sep
MDINDIA HEALTH INSURANCE TPA
Pune
Designation -
Sr.Executive (AI/ML Engineer)
Location
-
Wadgaonsheri, Pune
Type -
On site, Full Time
Require a Data Scientist with 3+ years of experience who is strong in Python, pandas, matplotlib, scikit-learn, PyTorch, transformers, MSSQL, classical ML, NLP, deep learning, Computer vision, generative AI, LLMs, and OCR text extraction. Knowledge of the health insurance domain is a plus.
Key Responsibilities :
· Build, train, and deploy classical ML models.
· Do data cleaning, preprocessing, feature engineering and EDA.
· Build ML pipelines and handle end-to-end ML project work.
· Develop deep learning models in PyTorch.
· Work with transformer models and fine-tune open-source LLMs (LLaMA, Mistral, Falcon, etc.).
· Build generative AI solutions like text generation, summarization, embeddings and RAG.
· Developing NLP pipelines for health insurance text
· Creating Computer Vision models for X-ray, CT, MRI and pathology images
· Perform OCR text extraction from PDFs/scans and clean/structure extracted text.
· Use MSSQL for querying, extracting and managing structured data and linking SQL data with ML workflows.
· Create data visualizations using matplotlib.
· Write clean Python code, follow version control and use experiment-tracking practices.
· Collaborate with product and engineering teams.
· Stay updated with ML/AI trends.
Required Skills :
· Python, pandas, matplotlib, scikit-learn, PyTorch, transformers.
· MSSQL (T-SQL, joins, stored procedures).
· OCR text extraction tools.
· Strong knowledge of classical ML, deep learning, generative AI and LLMs.
· Understanding of supervised/unsupervised learning, feature engineering, model tuning and evaluation metrics.
Experience Needed :
· 3+ years practical experience with classical ML, deep learning models, LLM fine-tuning, generative AI applications, OCR projects and SQL-heavy workflows.
· End-to-end ML project work with real datasets.
· Health insurance domain knowledge is an added benefit.
Benefits :
· Exposure in fastest growing industry
· Experience in domain
· Opportunity to work on innovative projects shaping the Indian insurance sector.
· Supportive, team-oriented, and growth-oriented culture.
📌 AI ML Engineer (Pune)
🏢 MDINDIA HEALTH INSURANCE TPA
📍 Pune