ML engineer with Gen AI

Quantum Technologies. LLC; Austin, Northern (TX, KY); Hybrid; USD 180,000 - 260,000; Full time

Job summary

Quantum Technologies LLC is seeking an experienced ML Engineer to architect, fine-tune, and deploy Generative AI models for business applications in a production cloud environment.

You will build scalable ML pipelines in AWS, collaborate with product and data science teams, and present results to stakeholders. Strong Python, DL framework experience, and GenAI proficiency are required, with a focus on safe, efficient AI systems.

Qualifications

• Experience: 10+ years as ML Engineer with 1-2 years in GenAI/NLP and AWS.
• Strong Python skills and experience with DL frameworks (PyTorch/TF) and modern tooling.

Responsibilities

• Architect, fine-tune, and deploy LLMs and GenAI techniques for business apps.
• Build and maintain high-performance ML pipelines and GPU-based inference in cloud environments.
• Collaborate with product managers, data scientists, and engineers to translate requirements into specs.
• Present AI methodologies and trade-offs to non-technical stakeholders and leadership.
• Implement prompt engineering, adversarial testing, and model optimization for quality and safety.
• Stay updated with GenAI advancements and apply them to production systems.
• Coordinate with offshore teams on project deliverables and milestones.

Skills

Python

GenAI/NLP

AWS

Docker/Kubernetes

MLOps

Communication

Stakeholder mgmt

Problem solving

GitHub Copilot

LangChain

Vector DBs

Knowledge graphs

Education

CS degree

ML certification

Tools

AWS SageMaker

S3

Lambda

Glue

Bedrock

LangChain

Job description

• GenAI Development:Architect, fine-tune, and deploy Large Language Models (LLMs) and Generative AI techniques (e.g., RAG, PEFT/SFT) to improve business applications.
• Production Deployment:Build and maintain high-performance, scalable ML pipelines and GPU-based inference systems in cloud environments (AWS/GCP/Azure).
• Collaboration & Communication:Work closely with product managers, data scientists, and engineers to translate business requirements into technical specifications.
• Stakeholder Engagement:Clearly present AI methodologies, performance results, and technical trade-offs to non-technical stakeholders and leadership.
• Model Optimization:Implement prompt engineering, adversarial testing, and model optimization strategies to ensure high-quality, efficient, and safe outputs.
• Stay Updated:Actively keep up with the latest advancements in GenAI research and incorporate them into our production systems.
• Team and project Coordination:Define project scope, timelines, deliverables, success metrics, co-ordinate with and guide offshore technical team on project deliverables.
  

Required Skills & Qualifications

• Experience:10+ years of experience as an ML Engineer, with at least 1-2 years dedicated to Generative AI or NLP projects, and good experience on AWS cloud platform.
• Technical Expertise:Strong proficiency in Python, and IDEs such as Cursor/AWS Kiro, deep learning frameworks (PyTorch or TensorFlow or), utilizing GitHub co-pilot etc.
• GenAI Proficiency:Hands-on experience with LLMs (e.g., GPT-4, Llama), RAG architectures, LangChain, Vector Databases, Knowledge graphs, and Agentic AI
• MLOps and LLM Ops:Familiarity with Docker, Kubernetes, and CI/CD tools for ML.
• AWS Skills:S3, Lambda, Glue, AWS Sage maker, and AWS Bedrock platform
• Communication Skills: Excellentverbal and written communication skills; ability to articulate complex technical concepts simply.
• Stakeholder Management:Able to collaborate with key business/client stakeholders and manage their expectations
• Problem-Solving:Proven ability to work independently in a fast-paced environment and troubleshoot issues.
  

Preferred Qualifications

• Engineering degree in computer science or equivalent, and relevant certification in Machine learning
• Experience in banking or financial services domain – Payments industry.

QUANTUM TECHNOLOGIES LLC is an equal opportunity employer inclusive of female, minority, disability and veterans, (M/F/D/V). Hiring, promotion, transfer, compensation, benefits, discipline, termination and all other employment decisions are made without regard to race, color, religion, sex, sexual orientation, gender identity, age, disability, national origin, citizenship/immigration status, veteran status or any other protected status. QUANTUM TECHNOLOGIES LLC will not make any posting or employment decision that does not comply with applicable laws relating to labor and employment, equal opportunity, employment eligibility requirements or related matters. Nor will QUANTUM TECHNOLOGIES LLC require in a posting or otherwise U.S. citizenship or lawful permanent residency in the U.S. as a condition of employment except as necessary to comply with law, regulation, executive order, or federal, state, or local government contract