We recently raised our Series A and are looking to scale!
Join Wisedocs AI as a Senior Machine Learning Engineer, where you will be at the forefront of developing advanced AI/ML capabilities and building V2 of our platform's model serving. This role is ideal for a developer who excels in Python and has an established track record in tackling and developing leading-edge ML solutions, building models with real-time inference, ML Ops and best practices, and a combination of LLM and encoder-based work.
What We Have
We currently have two types of ML systems running in production, an entity classification system and a RAG summarization system. Our entity classification has been in production for 4 years and currently processes data asynchronously with a combination of models.
What You’ll Do
Responsibilities
As a member of our Engineering team, your primary responsibilities will include:
• Designing and implementing machine learning models to analyse and interpret large datasets of medical and insurance documents, enhancing our platform's decision-making and efficiency.
• Developing robust, scalable backend services in Python, ensuring seamless integration with our AI/ML components and front-end systems.
• Collaborating with other technical stakeholders and leaders to actively work towards the design and implementation of systems.
• Ensuring the reliability and scalability of ML systems, implementing best practices in data engineering and model lifecycle management.
• Staying abreast of the latest developments in AI/ML technologies and Azure services, continually seeking ways to optimize our platform and workflows.
• Conducting rigorous testing and validation of ML models, ensuring accuracy, efficiency, and alignment with business objectives.
• Coordinating with cross-functional teams to understand requirements and translate them into effective AI solutions within our platform.
• Other duties and responsibilities will be assigned as projects develop, adjust and mature.
Qualifications
• Have a minimum of 3 years of experience in software development, with a strong focus on Python programming.
• Possess professional working experience with LLMs, RAG, transformers, BERT.
• Having demonstrated a solid foundation in data structures, algorithms, and software engineering principles, with a track record of developing high-quality, maintainable code.
• Should be familiar with recent model developments and frameworks, i.e. LlaMa, Mistral, GLINER, TGI, etc.
• Proven Machine Learning industry experience, preferably at scale.
• Prior professional experience with LlamaIndex is preferred.
• Prior experience with transfer learning and model modifications.
• Excellent problem-solving skills, while exhibiting high enthusiasm to tackle complex challenges in AI/ML development and deployment.
• Are enthusiastic about working in a fast-paced, innovative environment, contributing to a team that aims to make a significant impact in the medical and insurance tech space.
• Possess good understanding on leveraging Azure's AI and machine learning services to deploy, monitor, and maintain ML models, ensuring high availability and performance.
What We Offer
Join our team and be part of a company committed to making a positive impact on the InsurTech and HealthTech industries.
*Wisedocs AI is an equal opportunity employer and are committed to providing employment accommodation in accordance with AODA. If you require an accommodation, please notify us and we will work with you to meet your needs.