Machine Learning Engineer
hace 1 semana
Job Description:
We are seeking an experienced Machine Learning Engineer to join our team at VASS MEXICO. The ideal candidate will have a strong background in machine learning, cloud platforms, and software development.
About the Role:
The successful candidate will be responsible for designing, developing, and deploying machine learning models into production environments using Azure Machine Learning Studio, Azure Kubernetes, and Kubernetes on prem. They will also be responsible for creating and managing Azure DevOps (ADO) pipelines to automate the end-to-end machine learning lifecycle.
Key Responsibilities:
- Design and deploy machine learning models in cloud environments (e.g., Azure/Azure ML, AWS, GCP, AKS, and K8s)
- Create and manage Azure DevOps (ADO) pipelines to automate the end-to-end machine learning lifecycle
- Implement monitoring and logging solutions to track model performance and detect anomalies with the model, inference pipelines, data movement pipelines, and infrastructure
- Collaborate with stakeholders to understand their requirements and align machine learning initiatives with overall business goals
Requirements:
- Proficient in Python, and knowledge of C#, and Java, with background knowledge of scripting languages and tools
- Strong knowledge of machine learning concepts, frameworks and technologies, such as TensorFlow, PyTorch, Scikit-learn, SciPy, NumPy, Pandas, Hugging Face, and OpenAI
- Experience with MLOps tools and practices, such as CI/CD, Docker, Kubernetes, and MLflow
- Experience with SQL and NoSQL database e.g. MSSQL and PostgreSQL
Benefits:
- Estimated salary: $80,000 - $120,000 per year
- Law benefits
- Medical insurance
- Work in national & international projects
- English classes
- Gym pass with exclusive prices
- Referral bonus
- International Mobility
- L Language classes, technical certifications, and Access to open webinars and Udemy
- Great work environment; our teams make it possible
- Work from home and flexible hours
- Variety of health and wellness initiatives with our VASS Care program
- Stability and future projection through the professional development plan
- You will be part of a dynamic company that is constantly growing
- You will participate in projects with cutting-edge technologies
- You will be part of a young, multifunctional, and autonomous team
- You will be part of a large team of high-level professionals whose motivation is contributing value to daily work and professional excellence
About Us:
VASS MEXICO is a leading digital solutions provider with 25 locations on 5 continents and a team of over 4,500 people. We support large companies and public administrations in their end-to-end digital transformation process, developing and executing the most innovative and scalable projects from strategy to operation.
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