Principal Software Development Engineer (AI/ML)
Abbott
Livermore, CA (In Person)
$196,000 Salary, Full-Time
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Job Description
- Working at Abbott
- At Abbott, you can do work that matters, grow, and learn, care for yourself and your family, be your true self, and live a full life.
- The Opportunity
- This position works out of Livermore, CA location in the Abbott Heart Failure, Acelis Connected Health business.
- What You'll Work On
- +
Architect Agentic Workflows:
Lead the hands-on engineering of autonomous AI agents and RAG systems using LangChain to automate complex clinical workflows, moving the Acelis platform from static data to intelligent, agent-driven actions. +Deploy Multimodal ML Models:
Design and ship high-accuracy Predictive ML models for patient risk-stratification and Image Analysis AI to enhance diagnostic speed, utilizing a hybrid of in-house builds and external LLM integrations +End-to-End Model Ownership:
Spearhead the deployment and real-time monitoring of all production models; you are empowered to make direct architectural changes to the ML pipeline to ensure scalability, reliability, and clinical safety + Architect and deliver high-performance native mobile applications integrated with ML models and cloud services. + Deep expertise in designing and optimizing scalable, high-performance database architectures, with hands-on experience in both relational and NoSQL systems to support mission-critical applications. + Demonstrated ability to design and implement AI-driven solutions, leveraging state-of-the-art frameworks to solve complex business problems and enhance user experiences across mobile and cloud platforms. + Lead ML initiatives using frameworks like LangChain, Hugging Face, and TensorFlow, embedding intelligence into mobile and web platforms. + Drive operational excellence through automation, monitoring, and continuous improvement of engineering processes. + Collaborate closely with Directors and VPs to influence technical strategy and make high-impact architectural decisions. + Mentor and grow software engineers and junior database engineers, fostering a culture of ownership, innovation, and technical rigor.- Required Qualifications
- 10+ years of software development experience across mobile and backend systems.
- 5+ years of experience leading and mentoring engineering core teams.
- Strong understanding of cloud platforms (AWS, Azure, GCP), CI/CD, and DevOps practices.
- Exceptional communication and leadership skills, with the ability to influence senior stakeholders and drive strategic initiatives.
- Build, test, and containerize predictive models using Python and frameworks like TensorFlow or PyTorch.
- Implement MLOps pipelines to automate training, deployment, and ongoing monitoring.
- Preferred Qualifications
- Proven track record in building native mobile apps and architecting complex database systems.
- Expertise in ML model development and deployment using LangChain, Hugging Face, or similar frameworks. (https://www.jobs.abbott/us/en)
- Learn more about our health and wellness benefits, which provide the security to help you and your family live full lives:
- www.
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