Senior AI/ML Engineer — GenAI, LLMs, MLOps (SD)

Abundant Code; San Diego (CA); On-site; USD 79,000 - 131,000; Full time

Job summary

MACHINE LEARNING TECHNOLOGIES LLC is seeking an AI/ML Engineer in San Diego to develop, deploy, and optimize advanced ML solutions for enterprise applications. You will work with large datasets, implement predictive models, and integrate AI into production systems.

The role requires hands-on experience with Python, ML frameworks, and cloud ML platforms, including DL, NLP, and Generative AI with end-to-end pipeline responsibilities. Applicants must be eligible to work in the US.

Qualifications

• 6+ years of experience in Artificial Intelligence, Machine Learning, Data Science, or related engineering roles.
• 4+ years of hands-on experience developing machine learning models using Python.
• Strong experience with machine learning algorithms, statistical modeling, and model evaluation techniques.
• Practical experience deploying and maintaining production-ready AI/ML solutions.
• Experience working with cloud-based machine learning environments.
• Knowledge of Generative AI, LLMs, and RAG-based application development is highly desirable.
• Strong analytical, mathematical, and problem-solving abilities.
• Excellent communication skills and ability to work in cross-functional engineering teams.

Responsibilities

• Design, develop, train, test, and deploy machine learning models for business applications.
• Analyze structured and unstructured datasets to identify trends and generate actionable insights.
• Build predictive and classification models using appropriate machine learning algorithms.
• Perform data cleaning, preprocessing, transformation, and feature engineering.
• Develop deep learning, NLP, and Generative AI solutions based on business requirements.
• Implement LLM-based applications using prompt engineering, RAG pipelines, and vector search.
• Evaluate model accuracy, performance, scalability, and reliability.
• Deploy and integrate AI/ML models into production environments.
• Implement model versioning, monitoring, retraining, and continuous improvement processes.
• Collaborate with data engineers, software developers, data scientists, and business stakeholders.
• Maintain technical documentation and follow responsible AI, security, and data privacy practices.

Skills

Python

Scikit-learn

TensorFlow

PyTorch

Keras

NLP

Computer Vision

Pandas

NumPy

SciPy

Matplotlib

Generative AI

LLMs

RAG

Vector databases

Docker

Kubernetes

Git

CI/CD

REST APIs

Microservices

AWS SageMaker

Azure ML

Google Vertex AI

Education

Bachelor's degree in CS/AI/DS

Master's degree or PhD preferred

AWS/Azure/Google ML certifications advantageous

Tools

MLflow

Kubeflow

CI/CD tooling

Job description

MACHINE LEARNING TECHNOLOGIES LLC is seeking an AI/ML Engineer in San Diego to develop, deploy, and optimize advanced ML solutions for enterprise applications. You will work with large datasets, implement predictive models, and integrate AI into production systems.

The role requires hands-on experience with Python, ML frameworks, and cloud ML platforms, including DL, NLP, and Generative AI with end-to-end pipeline responsibilities. Applicants must be eligible to work in the US.