Senior Machine Learning Engineer (Houston)
Altea HealthcareHouston, TX, USjob_description.job_card.variable_hours_ago
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- serp_jobs.job_card.full_time
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job_description.job_card.job_descriptionTechnical leadership : brings technical mastery for most challenging technical problems, go-to person for technical help, guardrail for optimized system design and process flow Best practices : create, maintain, and advocate for best practices via documentation Ownership Enable others : Step in when there are blockers, proactively unblock projects, educate and level-up team members Ability to translate clinical and business requirements into technical specifications, collaborating closely with clinicians and product stakeholders. Proven experience in deploying, scaling, integrating, and maintaining generative AI applications. Strong understanding and experience in software engineering and MLOps best practices Experience with unit testing and regression testing to ensure quality and stability. Preferred : Experience working with Azure DevOps, Azure App Services, and Azure Functions. Preferred : Experience with fine-tuning and pre-training language models and embedding models. Preferred : Experience architecting large-scale ML systems integrated with enterprise healthcare data sources (EHRs, clinical workflows, APIs). Preferred : Experience designing and maintaining evaluation frameworks, including dataset drift detection, error analysis, and healthcare-specific metrics to ensure model reliability and safety. Note : This role is specifically focused on the deployment and integration of generative AI applications. It is not intended for data scientists, individuals primarily focused on building dashboards, or those with experience limited to traditional ML models and model development. Bachelors or Masters degree in Engineering, Computer Science, or equivalent experience MS and 5+ years of experience or a PhD with 3+ years are preferred. However, we remain flexible for individuals with demonstrated strong ownership and adaptability in start-up or high growth environments. Experience with RAG and multi-agent systems Experience writing production-ready code, troubleshooting and bug fixing Strong proficiency in LangChain, vectorDB and cloud platforms (Azure) Experience with MLOps, monitoring, and CI / CD Experience with transformer-based models, NLP, LLM models, preferably for biomedical / healthcare applications Strong interest in healthcare, with preferred experience working with healthcare data Ability to work independently and collaboratively, manage priorities, and deliver high-quality results within project timelines Self-starter and growth mindset For the senior / lead level : experience leading projects from concept to deployment
Job Title : Senior Machine Learning Engineer, GenAI
Location : On-Site, Houston, TX
Employment Type : Full-Time
Compensation : $150,000-$190,000 USD
ALTEA Healthcare is a leading healthcare organization committed to revolutionizing the delivery of outpatient / post-acute care. We are seeking a mid-level and a senior or lead-level Machine Learning Engineer to join our team. The ideal candidate will have a strong background in developing and deploying scalable GenAI solutions. As an important member of the AI team, this person will contribute significantly to designing, implementing, and deploying various AI / ML product features to improve care delivery and quality for post-acute patients.
Responsibilities :
- Develop and deploy production-ready AI / ML models, with a focus on scalability and monitoring across a broad range of applications within healthcare
- Write efficient, maintainable, and scalable Python code
- Collaborate with machine learning scientists, data engineers, front end, back-end developers to write production-ready code
- Set up and maintain end-to-end pipelines including data ingress, egress, model inference, and model retraining
- Design, implement, and maintain production-grade FastAPI services to serve and integrate ML models securely and at scale.
- Incorporate feedback from cross-functional teams and refine the ML-driven applications through quick iteration cycles
- Maintain best software engineering and MLOps practices within the healthcare industry
- Document the system architecture, design decisions, and codebase to facilitate future maintenance and enhancements
Additional responsibilities for the senior / lead level :
Key Responsibilities and Qualifications :
Other Requirements :
Job Type : Full-time
Pay : Competitive pay, benefits, and extremely valuable startup stock options
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