Remote Senior ML/AI Engineer

Description:

• Provectus is a Premier AWS partner specializing in Artificial Intelligence solutions that help businesses unlock value and accelerate transformation through bespoke applications, managed services, and advisory engagements.
• The company has offices in North America, LATAM, and EMEA, partnering with clients globally to leverage cloud, data, and AI for reimagining operations and competition.
• The Senior ML/AI Engineer will be responsible for creating ML models from scratch or improving existing models.
• The role involves creating ML/AI pipelines that include custom models or APIs as part of the processing.
• Collaboration with the engineering team, data scientists, and product managers on production models is essential.
• The engineer will develop an experimentation roadmap and set up a reproducible experimentation environment while maintaining experimentation pipelines.
• Monitoring and maintaining ML models in production to ensure optimal performance is a key responsibility.
• The position requires writing clear and comprehensive documentation for ML models, processes, and pipelines.

Requirements:

• Candidates must be comfortable with standard ML algorithms and the underlying mathematics.
• Practical experience in solving classification and regression tasks, including feature engineering, is required.
• Experience with ML models in production, including orchestrating workflows and monitoring metrics, is necessary.
• Candidates should have practical experience with one or more use cases such as NLP, LLMs, and Recommendation engines.
• Solid software engineering skills are essential, including the ability to produce well-structured modules rather than just notebook scripts.
• Expertise in Python and Docker is required.
• Practical experience with cloud platforms, preferably the AWS stack (e.g., Amazon SageMaker, ECS, EMR/Glue, S3, Lambda, SQS), is necessary.
• An upper-intermediate level of English is required.
• Excellent communication and problem-solving skills are essential for this role.

Benefits:

• Working at Provectus offers the opportunity to be at the forefront of AI solutions and technology.
• Employees will have the chance to collaborate with a diverse team of professionals across various regions.
• The position provides opportunities for professional growth and development in the rapidly evolving field of AI and machine learning.
• Employees can expect a supportive work environment that values innovation and creativity.