Remote ML Technical Lead — AI Systems & Production

Ginas Tech Jobs; San Francisco (CA); Remote; USD 190,000 - 225,000; Full time

Benefits offered by this job

Medical insurance

Dental

Vision

Savings plan

PTO

Job summary

Ginas Tech Jobs is seeking a Machine Learning Technical Lead for a fully remote role. You will own the execution layer of intelligence, translating research into production‑grade ML systems, balancing latency, cost, and reliability.

This position is 100% remote, with responsibilities spanning data pipelines, training workflows, inference architecture, and deployment. The role requires AI expertise, experience with large models, and strong production‑grade coding abilities.

Qualifications

• Experience building or shipping real Machine Learning systems used by people, not just demos.
• Artificial Intelligence (AI) experience required.
• Experience working with large models and understanding their failure modes.
• Experience writing strong, production‑grade code.
• You are self‑directed, pragmatic, and take full ownership of outcomes.
• You communicate clearly and collaborate well in small, high‑trust teams.

Responsibilities

• Own end‑to‑end ML system execution: data pipelines, training workflows, evaluation systems, inference architecture, and deployment.
• Fine‑tune and adapt models using state‑of‑the‑art methods such as LoRA, QLoRA, SFT, DPO, and distillation.
• Architect and operate scalable inference systems, balancing latency, cost, and reliability.
• Design and maintain data systems for high‑quality synthetic and real‑world training data.
• Implement evaluation pipelines covering performance, robustness, safety, and bias, in partnership with research leadership.
• Own production deployment, including GPU optimization, memory efficiency, latency reduction, and scaling policies.
• Collaborate closely with application engineering to integrate ML systems cleanly into backend, mobile, and desktop products.
• Make pragmatic trade‑offs and ship improvements quickly, learning from real usage.
• Work under real production constraints: latency, cost, reliability, and safety.

Skills

JAX

Python

PyTorch

Tools

JAX

Python

PyTorch

Job description

Ginas Tech Jobs is seeking a Machine Learning Technical Lead for a fully remote role. You will own the execution layer of intelligence, translating research into production‑grade ML systems, balancing latency, cost, and reliability.

This position is 100% remote, with responsibilities spanning data pipelines, training workflows, inference architecture, and deployment. The role requires AI expertise, experience with large models, and strong production‑grade coding abilities.