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Sonata Software
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Data Science Specialist

Data Science Specialist

Sonata Software

8 years

0 Lacs

bengaluru karnataka india

Posted:1 day ago| Platform:

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Skills Required

data technology drive engineering addition agility software manufacturing healthcare design automation ml model development etl regression docker kubernetes aws azure gcp drift ai python tensorflow sql mlflow pipeline airflow visualization power tuning api fastapi devops certifications stats communication

Work Mode

On-site

Job Type

Full Time

Job Description

About Sonata Software

Job Title:

Experience:

Role Summary:

Design and deploy scalable data science solutions that drive insights and automation. This role blends data engineering, ML, and MLOps to ensure robust model development and deployment.

Key Responsibilities:

Data Engineering:
Build ETL/ELT pipelines, reusable feature components, and collaborate on data quality.
Modeling:
Develop ML models (classification, regression, NLP, GenAI), perform EDA, and optimize for production.
MLOps:
Deploy models using Docker/Kubernetes/cloud (AWS, Azure, GCP), implement CI/CD, and monitor performance.
Integration:
Expose models via APIs, integrate with BI tools, and maintain drift detection systems.
Collaboration:
Work with cross-functional teams, contribute to AI/ML CoE, and explore LLMs, RAG, and GenAI.

Required Skills:

Python (pandas, scikit-learn, TensorFlow, PyTorch)
SQL & Data Warehouses (Snowflake, BigQuery, etc.)
MLOps tools (MLflow, Kubeflow), cloud platforms
Data pipeline tools (Airflow, Databricks)
Visualization (Power BI, Tableau)

Nice to Have:

GenAI, LLM fine-tuning, RAG, vector DBs (FAISS, Pinecone)
API development (FastAPI), DevOps tools (Terraform)
Certifications (AWS/Azure ML, Microsoft Data Scientist)

Education:

Bachelor’s/Master’s in CS, Data Science, Stats, or related field

Soft Skills:

Analytical mindset, clear communication, team player, attention to detail

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