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Senior AIML Engineer @ Madurai
Techmango Technology Services Private Limited's logo

Senior AIML Engineer @ Madurai

Kantha Sanmugam M's profile picture
Posted by Kantha Sanmugam M
5 - 10 yrs
₹15L - ₹20L / yr
Madurai
Skills
AIML
skill iconPython
SQL
skill iconDeep Learning
Data processing
skill iconAmazon Web Services (AWS)
PyTorch
Artificial Intelligence (AI)
skill iconMachine Learning (ML)

Role : AIML Engineer

Location : Madurai

Experience : 5 to 10 Yrs


Mandatory Skills : AIML, Python, SQL, ML Models, PyTorch, Pandas, Docker, AWS

Language: Python

DBs : SQL

Core Libraries:

Time Series & Forecasting: pmdarima, statsmodels, Prophet, GluonTS, NeuralProphet

SOTA ML : ML Models, Boosting & Ensemble models etc.

Explainability : Shap / Lime


Required skills:

  • Deep Learning: PyTorch, PyTorch Forecasting,
  • Data Processing: Pandas, NumPy, Polars (optional), PySpark
  • Hyperparameter Tuning: Optuna, Amazon SageMaker Automatic Model Tuning
  • Deployment & MLOps: Batch & Realtime with API endpoints, MLFlow
  • Serving: TorchServe, Sagemaker endpoints / batch
  • Containerization: Docker
  • Orchestration & Pipelines: AWS Step Functions, AWS SageMaker Pipelines

AWS Services:

  • SageMaker (Training, Inference, Tuning)
  • S3 (Data Storage)
  • CloudWatch (Monitoring)
  • Lambda (Trigger-based Inference)
  • ECR, ECS or Fargate (Container Hosting)
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About Techmango Technology Services Private Limited

Founded :
2014
Type :
Products & Services
Size :
100-1000
Stage :
Profitable

About

Founded in 2014, Techmango Technology Services (TTS) is a dynamic IT services and AI consulting company that has steadily expanded into a robust organization with a team of over 250 highly skilled professionals. A NASSCOM Partnered and CMMi Level 3 initiated Madurai-based IT company, with a difference. As a client centered and quality conscious IT company, we offer a wide spectrum of technology services and solutions to help our clients meet their business needs on time and within cost-effective parameters.


Techmango strives to deliver top-tier GenAI, Data Engineering solutions, App Modernization and Custom Software Development to keep you ahead of the competition, continually enhancing your IT-driven business solutions.


We leverage the latest software development platforms, tools and advanced project management techniques to deliver industry-leading solutions that set you apart from the competition. Our comprehensive service portfolio includes Application Services, Infrastructure Services, and Professional Services, all delivered through our flexible Global Delivery Model.


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