Member of Technical Staff, Machine Learning jobs in United States
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Mandolin · 1 day ago

Member of Technical Staff, Machine Learning

positionUnited States
timeFull-time
remoteRemote
senioritySenior Level
date5+ years exp

Mandolin is a company focused on leveraging AI to improve healthcare delivery and treatment accessibility. They are seeking an applied-ML architect to design core ML infrastructure that enhances their operational efficiency and integrates advanced models into their systems.

Artificial Intelligence (AI)Business Process Automation (BPA)Health CareMedical
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H1B Sponsor Likelynote

Responsibilities

Full ML lifecycle. Architect HIPAA-compliant pipelines—data capture → training → inference → human-in-the-loop feedback—to hardening and rollout
Model strategy. Select or fine-tune SOTA vision, language, and multimodal models; apply LoRA, RAG, distillation, or quantization when ROI is clear
Evaluation harnesses. Build automated, statistical tests that surface long-tail failure modes and quantify business impact before any deploy
Performance engineering. Drive latency, throughput, and dollar-per-task down across GPU, CPU, and serverless footprints
Product integration. Pair with forward-deployed engineers to turn field discoveries into new datasets, metrics, and rapid model iterations
Technical leadership. Mentor a junior ML engineer and establish best-in-class tooling, conventions, and review culture for the ML function

Qualification

Machine Learning systemsPythonPyTorchJAXHIPAA-compliant pipelinesModel evaluation designDistributed trainingFoundation-model techniquesHealthcare experienceOpen-source contributionsTechnical leadership

Required

5 + years shipping ML systems (vision, NLP, or multimodal) that serve live traffic
Expert Python plus PyTorch or JAX; comfortable with distributed training and experiment tracking
Track record of taking a research spike to a monitored, fault-tolerant, low-latency service
Deep understanding of eval design, ablations, and statistical significance in noisy real-world data
Fluency with modern foundation-model techniques: LoRA/PEFT, RAG, vector search, structured prompts, model compression
Bias toward measurable impact and disciplined rollout in regulated or high-reliability domains

Preferred

Healthcare, document understanding, or complex form-extraction experience
Production work on Vertex AI, Kubeflow, or similar cloud ML stacks
Open-source contributions, peer-reviewed research, or public technical writing

Company

Mandolin

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Mandolin delivers precision automation tools for specialty drug processing workflows.
dateFounded in 2024
location
San Francisco, California, USA
people-size51-200 employees
web-link
https://www.mandolin.com

H1B Sponsorship

Mandolin has a track record of offering H1B sponsorships. Please note that this does not guarantee sponsorship for this specific role. Below presents additional info for your reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (2)

Funding

Current Stage
Growth Stage
Total Funding
$40M
Key Investors
Greylock
2025-06-25Series A· $40M
Company data provided by crunchbase