Senior Software Engineer - Diverse Linx
Farmington, CT
About the Job
We are looking for a machine learning engineer to build both Traditional AI/Client 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.
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/Client areas.
Collaborate with Agile Product Manager (APM) and help document the solution architecture for the AI/Client/GenAI based applications.
Build self-service portals that utilize the AI/Client/GenAI based backends.
Identify and build evaluation frameworks for the AI/Client/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
Knowledge of at least one or more of the following Python, R, Java.
Knowledge of basic cloud environments for AI/Client 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
Innovative mind with a passion for continuous learning
Experience in building enterprise production grade Retrieval Augmented Generation (RAG) based Gen AI application.
Experience in performing model tuning for LLM using techniques like LoRA/PEFT.
Bachelor s degree (or equivalent) in computer science, mathematics, or related field
Note: Diverse Lynx LLC is an Equal Employment Opportunity employer. All qualified applicants will receive consideration for employment without any discrimination. All applicants will be evaluated solely on the basis of their ability, competence, and performance of the essential functions of their positions. We promote and support a diverse workforce at all levels in the company. This is not an unsolicited mail and if it is not intended for you or you are not interested in receiving our e-mails, you can unsubscribe. We are sorry for any inconvenience.
Diverse Lynx LLC is an Equal Employment Opportunity employer. All qualified applicants will receive due consideration for employment without any discrimination. All applicants will be evaluated solely on the basis of their ability, competence and their proven capability to perform the functions outlined in the corresponding role. We promote and support a diverse workforce across all levels in the company.
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/Client areas.
Collaborate with Agile Product Manager (APM) and help document the solution architecture for the AI/Client/GenAI based applications.
Build self-service portals that utilize the AI/Client/GenAI based backends.
Identify and build evaluation frameworks for the AI/Client/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
Knowledge of at least one or more of the following Python, R, Java.
Knowledge of basic cloud environments for AI/Client 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
Innovative mind with a passion for continuous learning
Experience in building enterprise production grade Retrieval Augmented Generation (RAG) based Gen AI application.
Experience in performing model tuning for LLM using techniques like LoRA/PEFT.
Bachelor s degree (or equivalent) in computer science, mathematics, or related field
Note: Diverse Lynx LLC is an Equal Employment Opportunity employer. All qualified applicants will receive consideration for employment without any discrimination. All applicants will be evaluated solely on the basis of their ability, competence, and performance of the essential functions of their positions. We promote and support a diverse workforce at all levels in the company. This is not an unsolicited mail and if it is not intended for you or you are not interested in receiving our e-mails, you can unsubscribe. We are sorry for any inconvenience.
Diverse Lynx LLC is an Equal Employment Opportunity employer. All qualified applicants will receive due consideration for employment without any discrimination. All applicants will be evaluated solely on the basis of their ability, competence and their proven capability to perform the functions outlined in the corresponding role. We promote and support a diverse workforce across all levels in the company.
Source : Diverse Linx
