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Job Details

Skills

API
Healthcare Information Technology
Python
Backend Development
Machine Learning Operations (ML Ops)
Specification Gathering
Prompt Engineering
Database
RESTful
Interfaces
Large Language Models (LLMs)
Machine Learning (ML)
MongoDB
Vector Databases
Management
Open Source
Jupyter
Flask
Docker
Kubernetes
AngularJS

Summary

Job Description:

We are seeking three knowledgeable Senior Python/ML Operations Engineers with advanced Python and Flask, Large Language Models, Open API engineering, Containerization and Swagger expertise for a multi-year engagement to work with a foremost Healthcare IT Solutions Group in their Innovations Project Team.

Prerequisites for the selection of the Consultants encompass:

Advanced Python programming for back-end 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 open-source 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 open-source 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.

Employers have access to artificial intelligence language tools (“AI”) that help generate and enhance job descriptions and AI may have been used to create this description. The position description has been reviewed for accuracy and Dice believes it to correctly reflect the job opportunity.

Dice Id: 80183517
Position Id: 269e11acaaf3abe3d3d596b614b8cb92
Posted 6 hours ago

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Senior ML Operations Engineer - Python

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Summary

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Senior ML Operations Engineer - Python

Job Details

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Summary

Dice Job Match Score™

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