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MLOPS Architect

Remote: 
Full Remote
Contract: 
Experience: 
Entry-level / graduate
Work from: 
Connecticut (USA)

Offer summary

Qualifications:

3+ years in Client engineering, Strong Python experience, Experience in AI workflow management tools, Knowledge in big data technologies, Bachelor's degree in relevant field.

Key responsabilities:

  • Transform prototypes into production-grade models
  • Maintain models in production
  • Contribute to AI platform and practices
AppLab Systems, Inc logo
AppLab Systems, Inc https://applabsystems.com
201 - 500 Employees
See more AppLab Systems, Inc offers

Job description

Hi,

Hope you are doing good…!!

I am Baiju represented to Applab Systems and I have an excellent job opportunity for you. Please find the below job description and if you are comfortable, please reply or contact me for further discussion.

Job Title: MLOPS Architect (Machine Learning / AI Architect)

Location: Remote

Job Type: 6-12+ Months

Job Description

Client Engineer will enable AI impact at scale by transforming prototypes into production-grade AI pipelines, maintaining models in production, and contributing to our AI platform and engineering practices.

1/ Transform prototypes into production-grade models

  • Work with data scientists and AI strategists to develop requirements for production models
  • Design and develop robust applications to manage production models
  • Collaborate with data governance and technical teams to ensure compliance with Client AI and engineering standards

2/ Maintain models in production

  • Manage the full CI/CD cycle for live models including testing and deployment
  • Manage label feedback and model retraining processes
  • Develop logging, alerting, and mitigation strategies for handling model errors
  • Collaborate with data scientists to design and develop drift detection and accuracy measurements for live models

3/ Contribute to AI platform and engineering practices

  • Collaborate with DS and Client engineering leadership to develop coding standards and practices across the applied AI team
  • Research, test, and help train the team on using leading edge AI platforms, such as auto Client libraries, graph databases, and cloud execution frameworks
  • Contribute to the team's AI infrastructure strategy and management

Required Experience

  • 3+ years of industry experience in Client engineering
  • Strong experience in Python
  • Experience in data product development, analytical models, and model governance
  • Experience with AI workflow management tools such as Airflow, Kedro, or Luigi
  • Exposure statistical modeling, machine learning algorithms, and predictive analytics.
  • Highly structured and organized work planning skills
  • Strong understanding of the AI development lifecycle and Agile practices
  • Proficiency in big data technologies like Hadoop, Spark, or similar frameworks. Experience with graph databases a plus.
  • Experience in working with cloud computing platforms like AWS, Azure, or Google Cloud.
  • Proven track record of delivering data products in environments with strict adherence to security and model governance standards.
  • Bachelor's degree in computer science, analytics, mathematics, statistics, economics, industrial engineering, or physical sciences.

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Thanks & Regards,

Baiju Kumar

baiju@applabsystems.com

+1 732-847-2074

4365 Route 1 South, Suite 105, Princeton, NJ-08540

Required profile

Experience

Level of experience: Entry-level / graduate
Spoken language(s):
English
Check out the description to know which languages are mandatory.

Other Skills

  • Verbal Communication Skills
  • Teamwork

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