Vertex AI Solutions Engineer
2 weeks ago
About Synechron
At Synechron, we harness the potential of digital transformation to enhance business operations. As a leading global consulting firm, we merge creativity with cutting-edge technology to provide top-tier digital solutions. Our expertise spans a wide range of services including Artificial Intelligence, Consulting, Digital, Cloud & DevOps, Data, and Software Engineering, catering to a diverse clientele in the financial services and technology sectors.
Position Overview
We are seeking a skilled Vertex AI Machine Learning Engineer to contribute to our innovative projects.
Key Responsibilities:
- Architect, develop, and implement machine learning models utilizing the Vertex AI platform.
- Seamlessly integrate Vertex AI with various Google Cloud services, including BigQuery and Cloud Storage.
- Leverage AutoML functionalities to generate high-caliber models with reduced manual intervention.
- Create custom training pipelines for intricate machine learning challenges using frameworks such as TensorFlow and PyTorch.
- Establish and oversee Vertex AI Pipelines to facilitate comprehensive machine learning workflows.
- Continuously monitor and enhance model performance post-deployment to ensure sustained accuracy and efficiency.
- Collaborate with data scientists, software engineers, and other stakeholders to translate business needs into effective AI solutions.
- Conduct hyperparameter tuning to optimize model performance.
- Utilize Vertex AI Feature Store for effective feature management and reuse.
- Execute online and batch predictions through Vertex AI prediction services.
- Adhere to MLOps best practices for model versioning, deployment, and lifecycle management.
Qualifications:
- Bachelor's or Master's degree in Computer Science, Data Science, Machine Learning, or a related discipline.
- Demonstrated experience with machine learning frameworks such as TensorFlow, PyTorch, and scikit-learn.
- Practical experience with Google Cloud Platform (GCP) services, particularly Vertex AI.
- Proficient programming skills in Python or a comparable language.
- Familiarity with data processing tools like Apache Beam or Dataflow.
- Comprehensive understanding of machine learning algorithms and methodologies, including supervised and unsupervised learning, deep learning, and reinforcement learning.
- Experience with AutoML tools and techniques.
- Exceptional problem-solving abilities and adaptability in a dynamic environment.
- Strong communication and teamwork skills.
- Preferred Qualifications:
- Google Cloud Professional Machine Learning Engineer certification.
- Experience with MLOps tools and methodologies.
- Knowledge of containerization and orchestration using Kubernetes and Docker.
- Familiarity with big data technologies such as BigQuery, Spark, and Hadoop.
What We Offer:
- A competitive compensation and benefits package.
- Opportunities for international work within our 55 offices across 20 countries.
- Comprehensive insurance plans including medical, dental, and vision coverage.
- Generous paid leave policies.
- Retirement savings plans.
- Access to extensive training programs and professional development opportunities.
- A diverse and inclusive workplace culture.
Synechron is committed to fostering a diverse and inclusive environment. We are an equal opportunity employer and encourage applicants from all backgrounds to apply.
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