GenAI Engineer

The Value Maximizer

0 years

0 Lacs

Telangana India

Posted:1 day ago| Platform:

Apply

Skills Required

data scalability engineering model efficiency strategies flow graphql retrieval processing tuning software aws azure gcp containerization docker kubernetes reporting workflow research development integration code design

Work Mode

On-site

Job Type

Full Time

Job Description

Collaborate with data engineers, data scientists, and stakeholders to understand data requirements, problem statements, and system integrations

Utilize, apply & enhance GenAI models using state-of-the-art techniques like transformers, GANs, VAEs, and LLM models
Implement and optimize GenAI models for performance, scalability, and efficiency
Integrate GenAI models, including LLMs, into production pipelines, applications, and existing analytical solutions
Develop user-facing interfaces and APIs to interact with GenAI models, including LLMs
Utilize prompt engineering techniques to enhance model performance, including LLM modelsTechnical skills requirementsThe candidate must demonstrate proficiency in,
Collaborate with data engineers, data scientists, and stakeholders to understand data requirements, problem statements, system integrations, and RAG application functionalities
Use, apply, enhance GenAI models using state-of-the- art techniques like transformers, GANs, VAEs, LLMs (including experience with various LLM architectures and capabilities), and vector representations for efficient data processing
Implement and optimize GenAI models for performance, scalability, and efficiency, considering factors like chunking strategies for large datasets and efficient memory management
Integrate GenAI models, including LLMs, into production pipelines, applications, existing analytical solutions, and RAG workflows, ensuring seamless data flow and information exchange
Develop user-facing interfaces and APIs (RESTful or GraphQL) to interact with GenAI models and RAG applications, providing a user-friendly experience
Utilize LangChain and similar tools (e.g., PromptChain) to facilitate efficient data retrieval, processing, and prompt engineering for LLM fine-tuning within RAG applications
Apply software engineering principles to develop robust, scalable, maintainable, and production-ready GenAI applications
Build and deploy GenAI applications on cloud platforms (AWS, Azure, or GCP), leveraging containerization technologies (Docker, Kubernetes) for efficient resource management
Integrate GenAI applications with other applications, tools, and analytical solutions (including dashboards and reporting tools) to create a cohesive user experience and workflow within the RAG ecosystem
Continuously evaluate and improve GenAI models and applications based on data, feedback, user needs, and RAG application performance metrics
Stay up-to-date with the latest advancements in GenAI research, development, software engineering practices, integration tools, LLM architectures, and RAG functionalities
Document code, models, processes, and RAG application design for future reference and knowledge sharing

More Jobs at The Value Maximizer

Enterprise Architect

Thiruvananthapuram, Kerala, India

10.0 - 10.0 yrs

Salary: Not disclosed

Senior Dot Net Developer

Thiruvananthapuram, Kerala, India

8.0 - 8.0 yrs

Salary: Not disclosed

Data Architect

Trivandrum, Kerala, India

10.0 - 10.0 yrs

Salary: Not disclosed

Enterprise Architect

Kochi, Kerala, India

10.0 - 10.0 yrs

Salary: Not disclosed

Data Architect

Kochi, Kerala, India

10.0 - 10.0 yrs

Salary: Not disclosed

Mock Interview

Practice Video Interview with JobPe AI

Start Job-Specific Interview

Start Your Job Search Today

Browse through a variety of job opportunities tailored to your skills and preferences. Filter by location, experience, salary, and more to find your perfect fit.