Senior ML Operations Engineer - Python
Posted on :
22-02-2024
Employer Active
1 Vacancy
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Monthly Salary
Not Disclosed
Salary Not Disclosed
Vacancy
1 Vacancy
Posted on :
22-02-2024
Job Description
Req ID : 2567598
We are seeking a knowledgeable Senior ML Operations Engineer with advanced Python and Flask Large Language Models Open API engineering Containerization and Swagger expertise for a multiyear engagement to work with a foremost Healthcare IT Solutions Group in their Innovations Project Team.
Prerequisites for the selection of the Consultant encompass:
Background Check :Yes
Prerequisites for the selection of the Consultant encompass:
- Advanced Python programming for backend development for Machine Learning Operations.
- Expertise with OpenAPI specs.
- Conversant with LLMs specifically Llama 2 or Mistral.
- Familiarity with Prompt Engineering.
- Required to productionize Large Language Model (LLM) based solutions.
- Capable of taking an opensource Large Language Model (LLM) and fine tuning it to reflect custom data and retrieve data from a Vector database.
- Will be required to design a RESTful API that interfaces with a Large Language Model (LLM) and can be used for user consumption.
- Write Helm charts and the web front end.
- Must be skilled in modularizing machine learning code.
- Will transform Data Scientists models into scalable maintainable systems.
- Integrate the APIs with MongoDB (Reddis Vector databases embedding models).
- Should have expertise in deploying and managing containerized applications using Kubernetes.
- Ability to take an opensource hugging face model and productionalize it so that user can use it on custom data.
- Plan the builds with Swagger CodeGen Editor and Inspector.
- Experience with Jupyter notebooks Flask FastAPI and on premises Docker and Kubernetes.
- Angular and Node are also utilized in this environment.
- Document plan and steps for development.
Background Check :Yes
Employment Type
Full Time
Company Industry
Key Skills
- Change Management
- Software Deployment
- Cloud Infrastructure
- High Availability
- IaaS
- Firewall
- Linux
- Middleware
- Jboss
- Network Architecture
- Scripting
- Technical Support
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