ML-Ops Engineer / Sr Software Engineer -ML-Ops 100% Remote - V-Soft Consulting : Job Details

ML-Ops Engineer / Sr Software Engineer -ML-Ops 100% Remote

V-Soft Consulting

Job Location : all cities,IL, USA

Posted on : 2025-01-15T08:00:31Z

Job Description :
ML-Ops Engineer / Sr Software Engineer -ML-Ops (100% Remote) Primary Location: 100% Remote V-Soft Consulting is currently hiring for a ML-Ops Engineer / Sr Software Engineer -ML-Ops (100% Remote) for our premier client. Education and Experience
  • Education: Bachelor's or Master's degree in Computer Science, Engineering, or a related field.
  • 5+ years of hands-on experience in MLOps or ML engineering roles, with demonstrated expertise in building and operationalizing ML workflows.
  • Extensive experience with Google Cloud tools, including Vertex AI and BigQuery.
  • Advanced proficiency in Python, Java, or similar programming languages.
  • Deep knowledge of MLOps frameworks and cloud platforms, especially Google Cloud.
  • Familiarity with open-source tools such as TensorFlow and PyTorch.
  • Strong understanding of scalable infrastructure for machine learning systems (e.g., CPU/GPU management).
  • Excellent communication skills with the ability to lead initiatives and engage with technical and non-technical stakeholders.
Preferred Qualifications:
  • Retail experience is highly desirable.
  • Proven ability to align ML engineering with business needs.
  • Experience with feature store implementation and advanced data pipelines.
WHAT YOU'LL DO: Job Responsibilities: Diverse ML Platform Expertise:
  • Maintain and implement ML systems on platforms such as Google Vertex AI while remaining adaptable to other technologies as needed.
  • Leverage open-source frameworks like TensorFlow, PyTorch, and scikit-learn, integrating them via custom containers.
  • Stay current on trends in MLOps and emerging ML technologies to ensure cutting-edge solutions.
Recommender System Design and Development:
  • Build and enhance recommender systems using techniques such as embedding-based retrieval, reinforcement learning, transformers, and LLMs.
  • Collaborate with cross-functional teams to integrate recommender systems into customer-facing products.
  • Utilize AB testing and data-driven optimization to refine and improve ML models.
  • Design infrastructure solutions to deploy ML systems, including CPU/GPU optimization and networking.
Feature Store Management:
  • Manage, share, and optimize ML features at scale using Vertex AI Feature Store.
  • Implement centralized feature stores for improved transparency, authority, and security.
  • Enable feature delivery with endpoint exposure while ensuring robust data governance.
Data Management and Collaboration:
  • Collaborate with data scientists and engineers to ensure high-quality data labeling and preparation.
  • Maintain efficient integration between BigTable/BigQuery and ML models for business intelligence tools.
  • Drive end-to-end data-to-AI workflows that align with business objectives.
Continuous Monitoring and Optimization:
  • Monitor ML systems in production to identify and implement performance improvements.
  • Participate in support rotations and troubleshoot issues in real time.
Interested? Qualified candidates should send their resumes to [email protected] V-Soft Consulting Group is recognized among the top 100 fastest growing staffing companies in North America, V-Soft Consulting Group is headquartered in Louisville, KY with strategic locations in India, Canada and the U.S. V-Soft is known as an agile, innovative technology services company holding several awards and distinctions and has a wide variety of partnerships across diverse technology stacks. As a valued V-Soft Consultant, you're eligible for full benefits (Medical, Dental, Vision), a 401(k) plan, competitive compensation and more. V-Soft is partnered with numerous Fortune 500 companies, exceptionally positioned to advance your career growth. V-Soft Consulting provides equal employment opportunities to all employees and applicants for employment and prohibits discrimination and harassment of any type without regard to race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state or local laws. For more information or to view all our open jobs, please visit www.vsoftconsulting.com or call (844) ###-####. #LI-VS1
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