- Salary
- $130k – $168k
- Location
- Irvine, CA, US
- Type
- Full-time
- Department
- IT
- Experience
- 6+ years
- Closing date
- Today
- Source
- iCIMS
Description
Description
Now is the time to join PDS Health. You will have opportunities to learn new skills from our team of experienced professionals. If you're ready to take your career to the next level and gain valuable experience, apply today!
Overview
The Senior Engineer, AI Solutions collaborates with cross-functional teams to design, develop, and deploy innovative AI solutions in areas such as computer vision and Large Language Models (LLMs). The role requires advanced technical expertise, a passion for innovation, and the ability to mentor junior engineers.
Responsibilities
Design and implement AI/Machine Learning (ML) solutions across domains such as computer vision and Natural Language Processing (NLP), and Generative AI (GenAI) use cases: document understanding, summarization, and chatbots.
Develop and optimize autonomous AI agents and related workflows, including integration with enterprise systems.
Guide data labeling strategies and human-in-the-loop feedback for supervised and reinforcement learning models.
Fine-tune and evaluate Large Language Models (LLMs), and implement GenAI patterns like prompt engineering, embeddings, vector stores, and Retrieval-Augmented Generation (RAG).
Build and optimize robust data pipelines for large datasets, including data cleaning, transformation, labeling, and feature engineering.
Design scalable APIs and real-time/batch inferencing services for AI capabilities use across teams and applications.
Deploy and manage AI models using containerization, orchestration and Machine Learning Operations (MLOps) best practices (Continuous Integration and Deployment (CI/CD) pipelines on AWS and/or GCP).
Collaborate with stakeholders to understand business needs, translate into AI solutions, and align with product goals and regulatory constraints.
Mentor junior engineers in AI/Machine Learning (ML) fundamentals, coding standards, and deployment best practices.
Contribute to research and innovation initiatives and evaluate new techniques, tools, and architectures in AI and ML.
Other duties and responsibilities as assigned.
Qualifications
Master’s degree in Computer Science, Data Science or related discipline from an accredited college or university. In lieu of degree, 6+ years of experience in AI/Machine Learning, and system design.
4+ years of experience in AI/Machine Learning engineering, working with system design and deployment of AI Solutions; practical experience in healthcare AI applications.
1+ years of advance technical expertise.
Proficiency in Python and libraries such as TensorFlow, PyTorch, Hugging Face Transformers, or LangChain.
Experience with GenAI and Large Language Models (LLMs), including fine-tuning and prompt engineering.
Experience with retrieval-augmented generation (RAG), and vector databases.
Experience with SQL and/or NoSQL databases for structured and unstructured data.
Experience with cloud platforms (AWS and/or GCP).
Experience with containerization (Docker) and orchestration (Kubernetes).
Experience working in cross-functional teams.
Preferred
8+ years of experience in AI/Machine Learning (ML) with large-scale system design.
Strong understanding of AI system design, scalability, and performance optimization.
Experience with medical image analysis.
Experience with React or other modern JavaScript frameworks.
Experience with MLOps, CI/CD, and AI model optimization.
Familiarity with HIPAA and healthcare compliance standards.
Experience with clinical studies and statistical analysis.
Knowledge/Skills/Abilities
Demonstrated interpersonal, verbal and written communication skills.
Ability to collaborate with team members at all levels of the organization.
Demonstrated ability to mentor and lead AI projects.
Ability to adhere to industry best practices and regulatory requirements, particularly regarding data privacy and security.
Familiarity with CI/CD pipelines and DevOps practices.
Benefits
- Medical, dental, and vision insurance
- Paid time off
- Tuition Reimbursement
- 401K
- Paid time to volunteer in your local community
PDS Health is an Equal Opportunity Employer. We celebrate diversity and are united in our mission to create healthier and happier team members.
