Artificial Intelligence Developer
1 month ago
Job Title: Artificial Intelligence Developer
At ISAAC Instruments, we are seeking an experienced Artificial Intelligence Developer to join our Data & AI team. As a key contributor, you will be responsible for packaging models, automating workflow, deploying AI models, and monitoring their performance.
Responsibilities:
- Build endpoints to serve ML models in production
- Implement ML Ops to monitor inference performance, scalability, and availability
- Design and develop user-friendly applications based on AI models
- Manage data science infrastructure to streamline model development and deployment
- Architect, develop, optimize, and own the deployment of ML functionalities into production systems
- Design and evaluate new approaches for handling high-volume real-time data streams in an inferencing environment
- Define best practices for code, APIs, and frameworks that will lay the foundation for MLOps capabilities
- Propose appropriate tools (languages/libraries/frameworks) for implementing projects
- Model testing, production, and deployment, and continuous integration/delivery
Qualifications:
- Bachelor's degree in Computer Science, Data Science, Engineering, Operation Research, Statistics, or other related quantitative fields
- 1-2 years of experience developing customer-facing, production-grade machine learning solutions
- Hands-on experience with large-scale systems in software engineering
- Experience in productionizing code through DevOps pipeline (git, Jenkins pipeline, code scan)
- Familiarity with big data processing and building data APIs
- Working experience in building and deploying machine learning models as REST-based API using Flask
- Strong software development skills with proficiency in Python
- Advanced working SQL knowledge and experience working with relational databases and SQL
- Experience working with cloud native architecture (PaaS) using Azure stack preferably and experience with Azure ML, DataBricks (Spark), Azure Data Factory will be an asset
- Expertise delivering analytics & machine learning products, with a deep understanding of agile product delivery in an enterprise environment
Additional Information:
ISAAC Instruments values its collaborators and offers a stimulating work environment focused on innovation, enthusiastic and collaborative teams, competitive salaries and benefits, and various social activities.
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