Junior Data Scientist
Kochi, Kerala, India
JPY 5400K-7000K (estimate) Entry-level Full Time
Tasks
- Apply model operations practices for experiment tracking versioning packaging deployment monitoring and retraining
- Build reproducible data preparation feature engineering and training pipelines
- Communicate technical findings to technical and non technical stakeholders
- Contribute to generative AI solutions using large language models
- Develop monitoring alerting and remediation processes for production models
- Develop train test and evaluate machine learning models
- Document solutions experiments methodologies and operational runbooks
- Integrate foundation models into enterprise applications
- Integrate models into enterprise solutions via APIs and lightweight applications
- Monitor models for drift performance degradation and data quality issues
- Participate in customer workshops demonstrations and proof of concept engagements
- Perform data preparation exploratory data analysis feature engineering and model evaluation
- Support deployment and operation with devops and engineering teams
- Support prompt engineering embeddings vector databases and retrieval augmented generation pipelines
Perks/Benefits
- N/A
Skills/Tech-stack
Azure OpenAI | CI/CD | Containerization | Data Analysis | Docker | Embeddings | Experimental Design | Exploratory Data Analysis | Feature Engineering | Forecasting | LLM Evaluation | Langchain | Langgraph | Language Models | Language Processing | Large Language Models | MLOps | MLflow | Machine Learning | Model Drift | Model Evaluation | Model Monitoring | ModelOps | Natural Language | Natural Language Processing | Open Source | Open-source LLMs | Pandas | Prompt engineering | PyTorch | Python | Retrieval-Augmented Generation | SQL | Scikit-learn | Statistical modeling | TensorFlow | Vector Databases
Education
Roles
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