18 Aug
|
Automate Buddy
|
Navi Mumbai
18 Aug
Automate Buddy
Navi Mumbai
Functional Area:
Software Development / Data & AI Engineering
Role Category:
Development
Role Category:
Employment Type:
Full Time
Experience:
2 to 3 Years
Location:
Mumbai / Navi Mumbai / Nearby Locations
Job Summary
We are looking for a skilled Python Developer with solid SQL expertise and hands-on experience in AI and Machine Learning, to work on data engineering, forecasting, and intelligent analytics solutions.
The role involves building data pipelines, feature engineering frameworks, machine learning and deep learning models, along with integration of analytical outputs into dashboards and APIs.
Exposure to .NET APIs is a plus, while PyTorch experience is mandatory for model development and experimentation.
Responsibilities
- Develop and maintain Python-based ETL pipelines to extract data from multiple systems such as EMR, HRIS, Remittance, and Denial platforms
Perform data cleaning, normalization, and transformation for analytics use cases
Build feature engineering pipelines for productivity, backlog aging, inflow trends, and workforce analytics
Implement automated data validation and quality checks
Develop time-series forecasting models for inflow, capacity, and backlog prediction
Design, train,
and tune machine learning models for prediction and classification tasks
Develop deep learning models using PyTorch (LSTM, GRU, sequence models, forecasting networks)
Implement probabilistic and ensemble modeling techniques to improve accuracy
Build scenario simulations and what-if analysis for staffing and productivity planning
Develop backend APIs (FastAPI / Flask) to expose model outputs to BI tools
Implement model retraining, monitoring, and performance tracking workflows
Support Human-in-the-Loop (HITL) validation processes
Collaborate with business SMEs, analysts, and engineering teams
Required Skills
- Solid hands-on experience in Python programming
Robust SQL skills (complex queries, joins, CTEs, window functions)
Hands-on experience with PyTorch (mandatory)
Experience with data processing libraries:
pandas, numpy
Experience building ETL and data pipelines
Solid understanding of machine learning concepts and workflows
Experience working with structured and time-series data
Required Qualification
Bachelor’s degree in Computer Science / IT / Engineering or equivalent
2–3 years of hands-on experience in Python development
📌 Python Developer Data Engineering & Ai/ml Navi Mumbai
🏢 Automate Buddy
📍 Navi Mumbai