Machine Learning Senior Analyst (A) - HIH

Experience Required:

• Overall 3+ years of experience
• 3 years of Full stack engineering expertise with languages like C#, Python and Proficiency in designing architecture, building API Integrations, configuring and deploying cloud services, setting up authentication, monitoring and logging
• Experience in implementing enterprise systems in production setting for AI, computer vision, natural language processing. Exposure to self-supervised learning, transfer learning, and reinforcement learning is a plus.
• Experience with information storage/retrieval using vector databases like pinecone.
• Strong understanding and exposure in natural language generation or Gen AI like transformers, LLMs, text embeddings.
• Experience with designing scalable software systems for classification, text extraction/summary, data connectors for different formats (pdf, csv, doc, etc)
• Experience with machine learning libraries and frameworks such as PyTorch or TensorFlow, Hugging Face, Lang chain, Llama Index.
• 3 years of experience working in a complex, matrixed organization involving cross-functional or cross-business projects.
• Programming experience in C C++, Java, Python.
• Strong knowledge of data structures, algorithms, and software engineering principles.
• Excellent problem-solving skills, with the ability to think critically and creatively to develop innovative AI solutions.
• Strong communication skills, with the ability to effectively convey complex technical concepts to a diverse audience.
• Possess a proactive mindset, with the ability to work independently and collaboratively in a fast-paced, dynamic environment.

Experience Desired:

• Familiarity with cloud-based platforms and services, such as AWS, GCP, or Azure.
• Hands on experience on tools products like Dynatrace, Splunk, Service Now preferred.
• Experience in identifying KPI on solution build using Generative AI, for Ex RAG based Q&A, data summarization, text content generation, data extraction, etc. will be a big advantage.
• Understanding of standards and regulation related to use of GenAI for a US based Health Insurance provider preferred.
• Healthcare experience (preferred but not mandate)