Solution Architect (AI +ML focused)

Job Requirements

Quest Global is seeking a highly skilled, hands-on Solution Architect to drive innovation and deliver impactful, scalable solutions tailored to our customers' needs. In this pivotal role, you will develop proof of concepts, design and lead solution implementations that enhance our offerings. After successful POC completion, you will mentor and guide engineers in developing a production-ready solution.

Role

A hands on person with overall responsibility to build architectures (new or rearchitect existing prods)

Build POCs to justify new Enterprise architectures (Cloud) including but not limited to AI / Gen AI / Data pipe enhancements, performance improvement, adoption of new technologies

Collaborate with client architects, Prod Managers and Engineering leaders to align with the product vision and help build corresponding response from Quest Global along with the VBU and project teams

Work Experience

Primary Technical :

• Design and implement AI / ML solutions using key libraries and frameworks, guiding end to end deployment from initial POC to production.
• Develop POCs for new solutions, demonstrating their business value to clients and guiding their evolution into full-scale, production-ready solutions.
• Showcase expertise in Large Language Models by demonstrating practical examples and case studies.
• Mentor and coach engineers throughout the implementation process, ensuring robust, production ready solutions with efficient monitoring and maintenance.
• Demonstrate solutions from past experience in data engineering space include skills like Big Data, Spark, ETL pipelines, Airflow, and more.

Knowledge Expertise

Soft Skills

Experience

Requirement (For Screening)

Skills

Proficiency Level Expected (For Interview process)

MData Engineering (Big Data, Spark, ETL pipelines, and Airflow)P3MMust have built high scale, high performance solutions which are live in productionP3MCloud - AWS (No Azure), Hybrid solutions (On Prem / Cloud combos)P3MJava + MicroservicesP2MRest APIsP2MAI / Machine Learning (On Premise / Cloud)P2 / P3MDockers / Kubernates (Only consumer and NOT the CI / CD set up view)P2MPython Programming (in context of AI / ML)P2 / P3OBuilding / finetuning of LLM ModelsP1OUsage of LLM modelsP2

Proficiency level rating

P1Tech know how with limited hands on (done POCs)P2Can work independentlyP3Have built solutions and gone live with thatP4Expert, Guru

Skills Required

Java, Airflow, Big Data, Docker, Spark, Rest Apis, Python, Kubernetes