Manager - Automation
INR 1500K-3000K (estimate) Mid-level Full Time
Tasks
- Build ETL and ELT pipelines
- Build and deploy machine learning models
- Build anomaly detection systems
- Collaborate on generative AI and RPA workflows
- Create data science pipelines for business problems
- Deploy production models
- Design LLM prompt pipelines
- Develop GenAI enhanced prediction engines
- Develop NLP classifiers
- Fine tune models for inference
- Implement drift management
- Integrate data with Power BI and QlikSense
- Lead model development for forecasting and prediction
- Optimize model performance and evaluation
- Orchestrate cloud workflows
- Own full machine learning lifecycle
Perks/Benefits
- N/A
Skills/Tech-stack
API Gateway | AWS Lambda | AWS SageMaker | AWS Step Functions | Apache Airflow | Azure Machine Learning | Azure OpenAI | Bayesian Inference | Cloud AI | Clustering | Computer Vision | Deep learning | Docker | Drift management | ELT | ETL | Git | Google Cloud | Google Cloud AI | Google Gemini | Hugging Face | Hugging Face Transformers | Information theory | Kafka | LLM | LLM Prompt | LLM Prompt Engineering | Language Processing | Linear Algebra | Machine Learning | Model Drift | Model Monitoring | Model drift management | Natural Language | Natural Language Processing | Power BI | Prompt engineering | Prompt pipelines | PyTorch | Python | QlikSense | Regression | Reinforcement Learning | SQL | Scikit-learn | Spacy | Step Functions | Supervised Learning | TensorFlow | Unsupervised Learning | XGBoost
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
Roles
AI | AI Engineer | Data Scientist | Engineer | Learning Engineer | Machine Learning Engineer | Scientist
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