Location
Thiruvananthapuram
Highlights
Design & develop advanced ML algorithms, collaborate on cross-functional teams, work on GenAI systems.
Description
Job Summary
pWe are seeking a skilled AI/ML Engineer to design, develop, and deploy advanced machine learning algorithms for our healthcare solutions. This role involves working on GenAI, RAG-based systems, and collaborating with cross-functional teams to integrate these technologies seamlessly into healthcare workflows.
Responsibilities
- Design and implement machine learning models for data analysis and automation in healthcare.
- Conduct research and testing of AI/ML algorithms to ensure optimal performance.
- Collaborate with product and engineering teams to integrate solutions into existing systems.
- Create and fine-tune Generative AI and RAG models as needed.
- Develop scalable AI-driven applications for production environments.
Required Skills
- Pattern Recognition
- Data Pipelines (ETL)
- Cloud Platforms (AWS/GCP/Azure)
- Version Control Systems
- Large Language Models (LLMs)
Required Skills Explained
- Pattern Recognition and Neural Networks: Essential for understanding and implementing advanced machine learning models.
- Computer Science and Algorithms: Fundamental knowledge to design efficient and scalable algorithms.
- Generative AI, Large Language Models (LLMs), and RAG systems: Crucial for developing conversational AI platforms and information retrieval solutions.
- AI/ML frameworks and tools: Proficiency in popular libraries like TensorFlow, PyTorch, or scikit-learn is necessary.
- Prompt engineering and fine-tuning LLMs: Important for enhancing the performance of large language models used in conversational AI applications.
- Cloud platforms (AWS, GCP, or Azure) and containerization (Docker, Kubernetes): Knowledge in deploying and managing AI solutions on cloud infrastructure is beneficial.
- Data pipelines, ETL, and healthcare data standards (HL7, FHIR): Understanding of data processing and integration with healthcare systems is crucial.
- Scalable AI-driven applications for production environments: Experience in building robust and efficient AI solutions for real-world use cases.
Who is this for
pThis role is ideal for candidates with a strong background in AI/ML and experience in the healthcare sector. You should have excellent problem-solving skills, proficiency with AI frameworks, and a collaborative mindset.
Why This Job is a Good Opportunity
ulliGrowth Potential: Joining Nuvae offers the opportunity to work on cutting-edge technology that is revolutionizing healthcare operations.liImpactful Work: As an AI/ML Engineer, you will directly contribute to improving operational efficiency and maximizing revenue outcomes in hospitals and healthcare practices.liDiverse Team: Collaborate with a talented team of experts across various domains including engineering, data science, and healthcare professionals.liLocation: Based in Thiruvananthapuram, you can enjoy the cultural richness and natural beauty of this vibrant city while pursuing your career goals.
Interview Preparation Tips
- Understand Nuvae’s technology stack and solutions thoroughly before the interview.
- Prepare examples from past projects where you have implemented machine learning models or worked with RAG systems.
- Discuss specific cloud platform experiences (AWS, GCP, or Azure) and containerization tools (Docker, Kubernetes).
- Be ready to explain your approach to prompt engineering and fine-tuning LLMs.
- Highlight any hands-on experience you have with healthcare data standards such as HL7 and FHIR.
Career Growth in This Role
pThe role of an AI/ML Engineer at Nuvae provides a solid foundation for career growth in various directions. You can specialize further in areas like conversational AI, information retrieval, or process automation. Additionally, with experience, you may explore opportunities to lead cross-functional teams, contribute to strategic decision-making, and even transition into management roles within the organization.pThe fast-paced nature of technology in healthcare means continuous learning and adaptation are key. Nuvae’s focus on innovation ensures that your skills remain relevant and valuable as new technologies emerge.
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Skills
Frequently Asked Questions
What experience is preferred?Prior experience in the healthcare sector, hands-on experience with vector databases, and knowledge of prompt engineering.
What kind of support will I get from Nuvae?Collaboration across teams and access to cutting-edge AI/ML technologies for research and development.
What skills are essential for this role?Strong foundation in Pattern Recognition, experience with LLMs and RAG systems, and proficiency with AI frameworks.
