Provectus
Опис
Join us at Provectus to be a part of a team that is dedicated to building
cutting-edge technology solutions that have a positive impact on society. Our
company specializes in AI and ML technologies, cloud services, and data
engineering, and we take pride in our ability to innovate and push the
boundaries of what’s possible.
As an ML Engineer, you’ll be provided with all opportunities for development and
growth.
Requirements:
* Comfortable with standard ML algorithms and underlying math.
* Strong hands-on experience with LLMs in production, RAG architecture, and
agentic systems
* AWS Bedrock experience strongly preferred
* Practical experience with solving classification and regression tasks
in general, feature engineering.
* Practical experience with ML models in production.
* Practical experience with one or more use cases from the following: NLP,
LLMs, and Recommendation engines.
* Solid software engineering skills (i.e., ability to produce well-structured
modules, not only notebook scripts).
* Python expertise, Docker.
* English level — strong Intermediate.
* Excellent communication and problem-solving skills.
Will be a plus:
* Practical experience with cloud platforms (AWS stack is preferred, e.g.
Amazon SageMaker, ECR, EMR, S3, AWS Lambda).
* Practical experience with deep learning models.
* Experience with taxonomies or ontologies.
* Practical experience with machine learning pipelines to orchestrate
complicated workflows.
* Practical experience with Spark/Dask, Great Expectations.
Responsibilities:
* Create ML models from scratch or improve existing models.
* Collaborate with the engineering team, data scientists, and product managers
on production models.
* Develop experimentation roadmap.
* Set up a reproducible experimentation environment and maintain
experimentation pipelines.
* Monitor and maintain ML models in production to ensure optimal performance.
* Write clear and comprehensive documentation for ML models, processes, and
pipelines.
* Stay updated with the latest developments in ML and AI and propose innovative
solutions.
Let’s work together to build a better future for everyone!
PLEASE SUBMIT YOUR APPLICATION HERE.
[https://careers.provectus.com/vacancy/a2a748c6-0f35-499f-b3fb-1d33a1125642/]
cutting-edge technology solutions that have a positive impact on society. Our
company specializes in AI and ML technologies, cloud services, and data
engineering, and we take pride in our ability to innovate and push the
boundaries of what’s possible.
As an ML Engineer, you’ll be provided with all opportunities for development and
growth.
Requirements:
* Comfortable with standard ML algorithms and underlying math.
* Strong hands-on experience with LLMs in production, RAG architecture, and
agentic systems
* AWS Bedrock experience strongly preferred
* Practical experience with solving classification and regression tasks
in general, feature engineering.
* Practical experience with ML models in production.
* Practical experience with one or more use cases from the following: NLP,
LLMs, and Recommendation engines.
* Solid software engineering skills (i.e., ability to produce well-structured
modules, not only notebook scripts).
* Python expertise, Docker.
* English level — strong Intermediate.
* Excellent communication and problem-solving skills.
Will be a plus:
* Practical experience with cloud platforms (AWS stack is preferred, e.g.
Amazon SageMaker, ECR, EMR, S3, AWS Lambda).
* Practical experience with deep learning models.
* Experience with taxonomies or ontologies.
* Practical experience with machine learning pipelines to orchestrate
complicated workflows.
* Practical experience with Spark/Dask, Great Expectations.
Responsibilities:
* Create ML models from scratch or improve existing models.
* Collaborate with the engineering team, data scientists, and product managers
on production models.
* Develop experimentation roadmap.
* Set up a reproducible experimentation environment and maintain
experimentation pipelines.
* Monitor and maintain ML models in production to ensure optimal performance.
* Write clear and comprehensive documentation for ML models, processes, and
pipelines.
* Stay updated with the latest developments in ML and AI and propose innovative
solutions.
Let’s work together to build a better future for everyone!
PLEASE SUBMIT YOUR APPLICATION HERE.
[https://careers.provectus.com/vacancy/a2a748c6-0f35-499f-b3fb-1d33a1125642/]