Senior ML Lead — End-to-End Modeling & Infra

Quantum Technologies LLC; Sunnyvale (CA); On-site; USD 180,000 - 240,000; Full time

Job summary

Quantum Technologies. LLC in Sunnyvale, CA seeks an experienced Machine Learning Lead to design, develop, optimize, and deploy ML-based solutions across scalable product platforms.

You will manage end-to-end pipelines, from data preprocessing to inference, with a focus on model training, optimization, and deployment. The ideal candidate brings expertise in PyTorch, TensorFlow, and deep learning, plus experience with KV cache optimization and scalable ML infrastructure.

Qualifications

• Proficient in Python and R for ML projects.
• Hands-on ML and predictive modeling experience.
• Strong PyTorch and TensorFlow expertise.
• Experience with Deep Learning and neural networks.
• Knowledge of MLLib and ML tooling.
• Experience with supervised/unsupervised learning, clustering, and dimension reduction.
• Expertise in Model Training, Inference, Optimization, and KV Cache Optimization.

Responsibilities

• Collect, preprocess, and integrate datasets from multiple sources into proprietary platforms.
• Perform Exploratory Data Analysis (EDA) and develop predictive models for various business use cases.
• Evaluate model performance, analyze statistics, and monitor deployed models.
• Design, architect, and implement scalable Machine Learning Infrastructure for data processing.
• Develop, optimize, and deploy ML algorithms across scalable product platforms.
• Collaborate with security and IT teams to ensure data privacy and security.
• Apply various machine learning techniques, including supervised and unsupervised learning, clustering, and dimension reduction.
• Communicate model performance, project progress, and technical solutions to stakeholders.
• Demonstrate strong problem-solving, team management, project management, and customer experience development skills.

Skills

Python

R

Machine Learning

PyTorch

TensorFlow

Deep Learning

MLLib

Model Training

Model Inference

Model Optimization

KV Cache Optimization

Supervised Learning

Unsupervised Learning

Job description

Quantum Technologies. LLC in Sunnyvale, CA seeks an experienced Machine Learning Lead to design, develop, optimize, and deploy ML-based solutions across scalable product platforms.

You will manage end-to-end pipelines, from data preprocessing to inference, with a focus on model training, optimization, and deployment. The ideal candidate brings expertise in PyTorch, TensorFlow, and deep learning, plus experience with KV cache optimization and scalable ML infrastructure.