Job Description
What You’ll Be Doing
- Transform legacy code into robust, high-quality Python code that complies with internal coding standards and includes comprehensive test coverage
- Work with the machine learning engineering team to develop and implement robust testing strategies, including unit, integration, and end-to-end tests
- Build a maintain scalable machine learning pipelines on AWS cloud platforms using SageMaker and Snowflake
- Assist in deploying machine learning models into production environments, ensuring scalability, reliability, and performance
- Maintain and monitor existing pipelines and model APIs to ensure optimal functionality
- Work closely with data scientists, machine learning engineers, DevOps and InfoSec teams to initiate and manage various releases
- Translate business requirements into technical solutions through effective communication
Requirements
- Year of experience – 3 -5 Years of experience.
- Client is looking for someone with (Software Developer experience (60%)+ Data Science(40%) , AWS skills, (Python, SQL, SAS, Snowflake). If someone has prior SAS experience and can Transform the legacy codes from SAS to Python will be a great fit (Not Mandatory)
- Graduate degree in a quantitative discipline (or equivalent experience) or will be completed within three months.
- Proficiency in Python and SQL development.
- Experience with modern software development practices, including version control systems and infrastructure-as-code.
- At least one year of relevant work experience is required
Desired
- Highest degree specifically in: Statistics, Mathematics, Physics, Engineering, Computer Science, Economics / Econometrics, Finance, Data Science, Machine Learning, AI, Financial Engineering, Computational Finance, Operational Research, Industrial Engineering. "
- Active AWS Solutions Architect Associate certification
- Experience with SAS (statistical analysis) programming language
- Experience working with API frameworks (Flask, FastAPI) and Amazon SageMaker
- Ability to design and implement comprehensive testing strategies.