Syntricate Technologies · 11 months ago
Sr MLop engineer
San Leandro
Full-time
Onsite
Senior LevelSyntricate Technologies is seeking a Sr ML Ops Engineer to drive the full lifecycle of machine learning solutions, from data exploration and model development to scalable deployment and monitoring. This role bridges the gap between data science model development and production-grade ML Ops Engineering, focusing on developing predictive models and automating model management processes.
Information TechnologyEnterprise SoftwareProject ManagementQuality Assurance
Responsibilities
Develop predictive models using structured/unstructured data across 10+ business lines, driving fraud reduction, operational efficiency, and customer insights
Leverage AutoML tools (e.g., Vertex AI AutoML, H2O Driverless AI) for low-code/no-code model development, documentation automation, and rapid deployment
Develop and maintain ML pipelines using tools like MLflow, Kubeflow, or Vertex AI
Automate model training, testing, deployment, and monitoring in cloud environments (e.g., GCP, AWS, Azure)
Implement CI/CD workflows for model lifecycle management, including versioning, monitoring, and retraining
Monitor model performance using observability tools and ensure compliance with model governance frameworks (MRM, documentation, explainability)
Collaborate with engineering teams to provision containerized environments and support model scoring via low-latency APIs
Qualification
Required
Strong proficiency in Python, SQL, and ML libraries (e.g., scikit-learn, XGBoost, TensorFlow, PyTorch)
Experience with cloud platforms and containerization (Docker, Kubernetes)
Familiarity with data engineering tools (e.g., Airflow, Spark) and ML Ops frameworks
Solid understanding of software engineering principles and DevOps practices
Ability to communicate complex technical concepts to non-technical stakeholders
Company
Syntricate Technologies
Syntricate Technologies offers quality assurance, validation, regulatory, business analysis, and project management services.
Founded in 2004
51-200 employees
H1B Sponsorship
Syntricate Technologies has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Management and Executive
Trends of Total Sponsorships
*2024 (2)
Funding
Current Stage
Growth StageCompany data provided by crunchbase