Hi,
Hope you are doing great.
We have a job opportunity for the position as mentioned below. If you are interested, please reply me back with your most updated resume.
Position: ML-Ops Engineer
Location: Remote (EST, Preferable in Indianapolis)
Contract
Job Description:
Mandatory Skills: Exp in MLOps, especially on Google Stack (Google Vertex AI and other cloud technologies).
We are seeking a dynamic Senior Software Engineer with an ML focus to lead the integration and operationalization of machine learning models in our Search area. This role requires collaboration with data scientists and leadership teams, and a strong foundation in MLOps methodologies. Experience in diverse ML platforms, including Google Vertex AI and other cloud and open-source technologies, is essential. The candidate will bridge MLOps, data science, and leadership to ensure the smooth functioning of our ML infrastructure.
Hands-on experience working on recommender systems, drawing from ML techniques such as embedding based retrieval, reinforcement learning, and transformers.
• Software engineering skills to work with teams integrating the recommender systems into customer facing products.
• Experience in AB testing and iterative optimization using data driven approaches.
• Understanding of infrastructure needs required to deploy ML systems (CPU/GPU, networking infrastructure).
Feature Store Management:
• Efficiently manage, share, and reuse machine learning features at scale using Vertex AI Feature Store.
• Implement feature stores as a central repository for maintaining transparency in ML operations across the organization.
• Enable feature delivery with endpoint exposure while maintaining authority and security features.
Data Management and Collaboration:
• Assist as needed with data labeling and management, ensuring high-quality data for ML models.
• Collaborate with data engineers and data scientists to ensure the integrity and efficiency of data used in ML models.
• Ensure end-to-end integration for data to AI, including the use of BigTable / BigQuery for executing machine learning models on business intelligence tools.
Continuous Monitoring and Optimization:
• Monitor ML systems in production, identify improvement opportunities, and implement optimizations.
• Participate in support rotations and participate in support calls as necessary.
Thanks & Regards
Vinay Kumar
Sr. Technical Recruiter
Email: Vinay.k@centraprise.com;
Centraprise Corp | 3 Ethel Rd, # 304 Edison, New Jersey – 08817
Please note - Centraprise is an equal opportunity employer. Applicants must be authorized to work in the U.S.
U.S. Citizens and Green Card holders are strongly encouraged to apply.
www.centraprise.com (E-Verify)
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