Developer
SonataOne
4 - 8 years
Bengaluru, Chennai, Hyderabad
Posted: 05/11/2025
Job Description
About Sonata Software
In today's market, we observe a distinct duality in technology adoption. On one front, clients are keenly focused on cost containment, while on the other, there is a strong drive to modernize their digital storefronts, aiming to appeal to both consumers and B2B customers alike.
As a leading Modernization Engineering company, we aim to deliver modernization-driven hypergrowth for our clients based on the deep differentiation we have created in Modernization Engineering, powered by our Lightening suite and 16-step Platformation playbook. In addition, we bring agility and systems thinking to accelerate time to market for our clients.
Headquartered in Bengaluru, India, Sonata Software has a strong global presence, with strategic operations spanning across key regions such as the US, UK, Europe, APAC, and ANZ. We are a trusted partner of world-leading companies in TMT (Telecom, Media, and Technology), Retail & CPG, Manufacturing, BFSI (Banking, Financial Services and Insurance), and HLS (Healthcare and Lifesciences). Our bouquet of Modernization Engineering services cuts across Cloud, Data, Dynamics, Contact Centers, and around newer technologies like Generative AI, MS Fabric, and other modernization platforms.
To know more, visit: www.sonata-software.com
Job Title: Data Science Engineer
Experience: 3–8 years
Role Summary:
Build scalable ML solutions integrating data engineering, model development, and MLOps. Drive insights and automation across business functions using cloud platforms and modern ML tools.
Key Responsibilities:
-
Data Engineering:
Design ETL/ELT pipelines, collaborate on high-quality datasets, and build reusable feature components.
-
Modeling:
Develop ML models (classification, regression, NLP, GenAI), perform EDA, and optimize for production.
-
Deployment & MLOps:
Deploy models using Docker/Kubernetes/cloud services (AWS, Azure, GCP), implement CI/CD, and monitor performance.
-
Integration:
Expose model outputs via APIs, integrate with BI tools, and maintain drift detection systems.
-
Collaboration & Innovation:
Work with cross-functional teams, contribute to AI/ML CoE, and explore LLMs, RAG, and GenAI.
Data Engineering:
Design ETL/ELT pipelines, collaborate on high-quality datasets, and build reusable feature components.
Modeling:
Develop ML models (classification, regression, NLP, GenAI), perform EDA, and optimize for production.
Deployment & MLOps:
Deploy models using Docker/Kubernetes/cloud services (AWS, Azure, GCP), implement CI/CD, and monitor performance.
Integration:
Expose model outputs via APIs, integrate with BI tools, and maintain drift detection systems.
Collaboration & Innovation:
Work with cross-functional teams, contribute to AI/ML CoE, and explore LLMs, RAG, and GenAI.
Skills & Experience:
- Python (scikit-learn, TensorFlow, PyTorch), SQL, cloud platforms
- MLOps tools (MLflow, Kubeflow), data pipelines (Airflow, Databricks)
- Visualization (Power BI, Tableau), model evaluation & tuning
Nice to Have: GenAI, LLMs, RAG, vector DBs, APIs (FastAPI), big data (Spark), Terraform
Certifications: AWS/Azure ML, Microsoft Data Scientist Associate
Education: Bachelor’s/Master’s in CS, Data Science, Stats, or related
Soft Skills: Analytical mindset, clear communication, teamwork, attention to detai
About Company
SonataOne is a platform by Sonata Software, offering IT services, digital transformation solutions, and cloud-based enterprise application services to help businesses modernize and scale their operations.
Services you might be interested in
Improve Your Resume Today
Boost your chances with professional resume services!
Get expert-reviewed, ATS-optimized resumes tailored for your experience level. Start your journey now.