TECHNICAL ANALYST

2 weeks ago

noida, India Coforge Full time

Job Description

Senior Software Engineer – AI/ML/GenAI looking for a machine learning engineer to build both Traditional AI/ML as well as Generative AI based systems. The candidate should be highly skilled in programming & statistics with the ability to confidently assess, analyze, and organize large amounts of data.

Exp- 5 to 10 Years

Responsibilities

• Design and develop Generative AI applications based on the use cases like chat with documents, chat with data, text summarization, Q&A, Data Extraction etc.

• Build proof of concepts by working with APM in identifying the cutting-edge advancements in GenAI and AI/ML areas.

• Collaborate with Agile Product Manager (APM) and help document the solution architecture for the AI/ML/GenAI based applications.

• Build self-service portals that utilize the AI/ML/GenAI based backends.

• Identify and build evaluation frameworks for the AI/ML/GenAI solutions that help measure the success of the solution.

• Conduct various experiments on the Gen AI based RAG solutions and achieve accuracy by tangibly measuring the results.

• Study and transform data science prototypes and apply appropriate machine learning algorithms and tools.

• Train, retrain, and monitor machine learning systems and models as needed.

• Construct optimized data pipelines to feed machine learning models.

• Consult with managers to determine and refine machine learning objectives.

Skills and qualifications

• Impeccable analytical and problem-solving skills

• Programming Languages - Python, SQL, Pyspark, Snowpark, NoSQL

• Toolkits - NumPy, Pandas, TensorFlow, sci-kit-learn, OpenCV, LangChain, LlamaIndex, Flask

• Visualization tools: Power Bi

• Cloud-based technologies: Microsoft Azure, Snowflake, Databricks

• IDE’s & Self-service Analytics Platforms: Visual Studio, Data-iku DSS

• Databases: MongoDB, Snowflake (SQL DB)

• Knowledge of basic cloud environments for AI/ML eg: Azure, AWS

• Knowledge of engineering practices like CI/CD, DevSecOps & MLOps

• Exposure to Gen AI based solutions and RAG architecture.

• In-depth knowledge of machine learning frameworks, like Keras or PyTorch

• Familiarity with data structures, data modeling, and software architecture Preferred qualifications

• Extensive experience working with Proprietary as well as Open source LLMs.

• Experience in building self-service portals with Angular or similar frontend technologies and python-based backend APIs.

• Excellent communication and collaboration skills

Posted On

Senior Software Engineer – AI/ML/GenAI  looking for a machine learning engineer to build both Traditional AI/ML as well as Generative AI based systems. The candidate should be highly skilled in programming & statistics with the ability to confidently assess, analyze, and organize large amounts of data.

 

Exp- 5 to 10 Years

Responsibilities

• Design and develop Generative AI applications based on the use cases like chat with documents, chat with data, text summarization, Q&A, Data Extraction etc.

• Build proof of concepts by working with APM in identifying the cutting-edge advancements in GenAI and AI/ML areas.

• Collaborate with Agile Product Manager (APM) and help document the solution architecture for the AI/ML/GenAI based applications.

• Build self-service portals that utilize the AI/ML/GenAI based backends.

• Identify and build evaluation frameworks for the AI/ML/GenAI solutions that help measure the success of the solution.

• Conduct various experiments on the Gen AI based RAG solutions and achieve accuracy by tangibly measuring the results.

• Study and transform data science prototypes and apply appropriate machine learning algorithms and tools.

• Train, retrain, and monitor machine learning systems and models as needed.

• Construct optimized data pipelines to feed machine learning models.

• Consult with managers to determine and refine machine learning objectives.

Skills and qualifications

• Impeccable analytical and problem-solving skills

• Programming Languages - Python, SQL, Pyspark, Snowpark, NoSQL

• Toolkits - NumPy, Pandas, TensorFlow, sci-kit-learn, OpenCV, LangChain, LlamaIndex, Flask

• Visualization tools: Power Bi

• Cloud-based technologies: Microsoft Azure, Snowflake, Databricks

• IDE’s & Self-service Analytics Platforms: Visual Studio, Data-iku DSS

• Databases: MongoDB, Snowflake (SQL DB)

• Knowledge of basic cloud environments for AI/ML eg: Azure, AWS

• Knowledge of engineering practices like CI/CD, DevSecOps & MLOps

• Exposure to Gen AI based solutions and RAG architecture.

• In-depth knowledge of machine learning frameworks, like Keras or PyTorch

• Familiarity with data structures, data modeling, and software architecture Preferred qualifications

• Extensive experience working with Proprietary as well as Open source LLMs.

• Experience in building self-service portals with Angular or similar frontend technologies and python-based backend APIs.

• Excellent communication and collaboration skills

 

Skills Required

PYTHON

Posted On PYTHON Location

Greater Noida

Posted On Greater Noida Desirable Skills

SQL, NOSQL

Posted On SQL, NOSQL

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