Data Science

VMC Soft Technologies, Inc; Dadri; On-site; INR 1,200,000 - 2,400,000; Full time

Job summary

VMC Soft Technologies, Inc. invites a Data Science & Machine Learning specialist to develop, train, validate, and deploy AI/ML models for real business use cases.

You will perform EDA, feature engineering, model selection, and performance optimization across structured and unstructured data. You will design AI/ML solutions on Snowflake Cortex AI Services, build scalable data pipelines, and develop Generative AI applications including RAG architectures.

Qualifications

• Experience developing AI/ML models for business use cases.
• Strong data analysis, feature engineering and model performance optimization.
• Experience with structured and unstructured data for predictive, prescriptive or recommender systems.

Responsibilities

• Develop, train, validate and deploy ML/DL models for business use cases.
• Perform EDA, feature engineering, model selection and performance optimization.
• Build predictive, prescriptive and recommendation models from structured and unstructured data.
• Design statistical models and advanced analytics to solve complex problems.

Skills

Snowflake Cortex AI

Python

Gen AI

Data Science

Machine Learning

Tools

FastAPI

Flask

Job description

Job Description

Role Descriptions: Data Science & Machine Learning

• Develop| train| validate| and deploy machine learning and deep learning models for business use cases.
• Perform exploratory data analysis (EDA)| feature engineering| model selection| and performance optimization.
• Build predictive| prescriptive| and recommendation models using structured and unstructured data.
• Design statistical models and advanced analytics solutions to solve complex business problems.

Snowflake Cortex AI & Data Platform

• Design and implement AI/ML solutions leveraging Snowflake Cortex AI Services.
• Build intelligent applications using: oCortex CompleteoCortex AnalystoCortex SearchoCortex AgentsoSnowflake ML Functionso
• Develop scalable data pipelines and AI workflows within Snowflake.
• Optimize Snowflake performance| security| and cost for AI workloads.

Generative AI & LLM Solutions

• Design and develop enterprise-grade Generative AI applications.
• Build Retrieval-Augmented Generation (RAG) architectures using vector databases and embeddings.
• Fine-tune and evaluate Large Language Models (LLMs).
• Develop conversational AI solutions| copilots| knowledge assistants| and intelligent document processing systems.
• Implement prompt engineering| guardrails| content moderation| and responsible AI practices.

Python Development

• Develop robust AI/ML applications using Python.
• Build APIs and microservices using FastAPI| Flask| or similar frameworks.
• Create reusable ML and Gen AI components and libraries.
• Automate data processing and model deployment workflows.

Strong understands basic data warehouse and ETL concepts. Should be an excellent team player| strong communication and ownership skills. Good communication and interpersonal skills.

Role Descriptions: Data Science & Machine Learning

• Develop| train| validate| and deploy machine learning and deep learning models for business use cases.
• Perform exploratory data analysis (EDA)| feature engineering| model selection| and performance optimization.
• Build predictive| prescriptive| and recommendation models using structured and unstructured data.
• Design statistical models and advanced analytics solutions to solve complex business problems.

Snowflake Cortex AI & Data Platform

• Design and implement AI/ML solutions leveraging Snowflake Cortex AI Services.
• Build intelligent applications using: oCortex CompleteoCortex AnalystoCortex SearchoCortex AgentsoSnowflake ML Functionso
• Develop scalable data pipelines and AI workflows within Snowflake.
• Optimize Snowflake performance| security| and cost for AI workloads.

Generative AI & LLM Solutions

• Design and develop enterprise-grade Generative AI applications.
• Build Retrieval-Augmented Generation (RAG) architectures using vector databases and embeddings.
• Fine-tune and evaluate Large Language Models (LLMs).
• Develop conversational AI solutions| copilots| knowledge assistants| and intelligent document processing systems.
• Implement prompt engineering| guardrails| content moderation| and responsible AI practices.

Python Development

• Develop robust AI/ML applications using Python.
• Build APIs and microservices using FastAPI| Flask| or similar frameworks.
• Create reusable ML and Gen AI components and libraries.
• Automate data processing and model deployment workflows.

Strong understands basic data warehouse and ETL concepts. Should be an excellent team player| strong communication and ownership skills. Good communication and interpersonal skills.

Essential Skills

Data Scientist with expertise in Snowflake Cortex| Python| Gen AI Skills ----Data Science & Machine LearningSnowflake Cortex AI & Data PlatformPython DevelopmentGenerative AI & LLM Solution

Keyword

Desirable Skills:

Desirable Skills

Skills: Digital : Python for Data ScienceDigital : SnowflakeDesign for GenAI

Experience Required: 8-10