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Investigo · 7 hours ago

ML/Backend Engineer

Palo Alto, CA

Full-time

Onsite

Senior Level

5+ years exp

Investigo is a recruitment company partnering with Hippocratic AI, a leading generative AI company in healthcare. The role of ML/Backend Engineer involves developing scalable backend systems for AI applications in healthcare, collaborating with cross-functional teams, and optimizing performance and reliability of backend systems.

AccountingFinanceProfessional Services

Comp. & Benefits

Responsibilities

Develop and maintain scalable backend systems to support high-performance AI applications in healthcare

Collaborate with cross-functional teams, including data scientists and ML engineers, to design and build efficient data pipelines for large-scale healthcare datasets

Build and manage APIs and microservices that enable smooth data retrieval, processing, and interaction with AI models

Monitor and improve backend systems to optimize performance, reliability, and uptime

Work closely with product managers to understand healthcare requirements and help transform them into technical solutions

Develop and optimize backend infrastructure supporting data ingestion, feature extraction, and tagging workflows

Implement tag management and metadata systems to streamline dataset organization and retrieval

Contribute to end-to-end ML workflows, integrating data preparation, training, evaluation, and deployment into reproducible pipelines

Qualification

PythonBackend developmentData pipelinesDistributed computingCloud infrastructureAPIsAI/ML conceptsDevOps conceptsReal-time audio

Required

Bachelor's degree in Computer Science, Computer Engineering, or a related field

5+ years of experience in backend development using programming languages like Python, Golang, or similar

Experience building and maintaining multi-modal data pipelines (speech, vision, and text) using Ray or Apache Airflow for distributed processing and model experimentation

Distributed computing with Spark, Hadoop, or similar

Familiarity with relational database systems and RESTful APIs

Basic understanding of cloud infrastructure (e.g. AWS, GCP)