We Are Seeking a Highly Skilled Machine Learning Engineer With a Strong Background In Cloud Technologies, DevOps Practices, And a Passion For Leveraging Artificial Intelligence To Drive Innovation. The Ideal Candidate Will Have a Deep Understanding Of Generative AI, Prompt Engineering, And Experience With Azure Cloud Services.
Key Competencies
- Experience with generative AI and prompt engineering
- Agile Working Model (AWM) Charter
- IaaS / PaaS
- Azure Cloud
- Databases/Cosmos & PostgreSQL (Microsoft SQL)
- Docker / Kubernetes & Micro-Services
- AKS infrastructure services
- ArgoCD (General GitOps experience advantageous)
- Terraform language knowledge
- Linux (Primarily Ubuntu)
- Microsoft Windows (Workstations)
- Code versioning (Understanding of Git)
- TensorFlow, PyTorch, Keras, Sci-Kit Learn, Apache MXNet, H2O.ai
Responsibilities
- Develop and implement machine learning models and algorithms to solve complex business problems.
- Collaborate with cross-functional teams to define project requirements and deliver high-quality solutions.
- Leverage Azure cloud platform to build and deploy scalable machine learning solutions.
- Utilize DevOps practices and tools to streamline the development and deployment process.
- Stay up-to-date with the latest advancements in machine learning and AI.
Essential Skills
- Strong understanding of machine learning concepts and algorithms (deep learning, reinforcement learning, natural language processing, etc.)
- Proficiency in Python programming language and machine learning frameworks (TensorFlow, PyTorch, Keras, etc.)
- Experience with ETL, data preprocessing, and feature engineering.
- Expertise in Azure cloud services (IaaS/PaaS) and infrastructure components (virtual networks, databases, etc.).
- Knowledge of containerization technologies (Docker, Kubernetes) and orchestration platforms (AKS).
- Experience with DevOps practices and tools (Azure DevOps, Git, Terraform).
- Strong problem-solving and analytical skills.
Advantageous Skills
- Experience with automation tools and scripting languages (Python, Bash).
- Agile development methodologies.
- Knowledge of additional cloud platforms and services.
- Experience with big data technologies.
- Strong communication and interpersonal skills.
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