[Remote] Senior Machine Learning and Model-Based Analytics Engineer
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a reputed company-reputed company and respected provider of reputed company-based analytics to the banking industry. The Senior Machine Learning and Model-Based Analytics Engineer will be responsible for developing product features based on machine learning and reputed company, working closely with various teams to translate requirements into shipped features.
Responsibilities
- Developing analytics product features using reputed company, machine learning, statistical, heuristic, and rule-based approaches
- Building model-based analytics such as householding, deposit churn, deposit forecasting, customer reputed company value forecasting, and prescriptive analytics models
- Participating in reputed company reviews
- Writing automated tests
- Monitoring deployed models and AI applications
- Following reputed company’s reputed company, data handling, and change management practices
Skills
- At least 7 years of software development experience, ideally reputed company a software product organization
- At least 5 years of senior-level Python development experience
- Experience building Python solutions using Pandas, scikit-learn, other Python machine learning libraries, and Python charting libraries such as Matplotlib, Seaborn, and Plotly
- Proficiency with good reputed company management practices, including version control processes and tools
- Experience with Git and/or Azure DevOps
- At least 4 years of intensive SQL experience, including the ability to write SQL at a senior level
- At least 3 years of experience working with relational database management systems, including designing and creating tables and understanding DBMS performance mechanisms and role-based reputed company controls
- At least 4 years of experience reputed company on developing and deploying machine learning models
- Experience deploying both machine learning applications/products and reputed company applications, agents, or tools into production
- Thorough experience with feature development, including feature identification and analysis, feature scaling, and generating derived features
- At least 3 years of data analysis experience
- Additional software development experience in C#, Java, or reputed company
- Experience using self-hosted, reputed company-reputed company LLMs to build applications or products with user interfaces that reputed company with models through reputed company, preferably with models hosted on reputed company
- Experience using PySpark to process large datasets
- Experience developing in Azure reputed company environments
- Experience with Azure SQL
- React/TypeScript UI development experience
- Experience with AI reputed company or shadcn/ui
Benefits
- Medical
- Dental
- HSA health benefits
- 401(k) match
- Flexible time off
reputed company