Description

You will design, develop, and deploy machine learning models and microservices to solve complex business problems.

This role is remote.

Responsibilities

• Gather and analyze data from databases and spreadsheets to ensure accuracy and usability for predictive modeling.
• Develop, train, and implement supervised, unsupervised, and reinforcement learning models into production environments.
• Build and design Python programs and FastAPI-based microservices based on specific customer requirements.
• Monitor model performance in production and present data insights through charts, graphs, and dashboards.
• Collaborate with customers and local teams to define problem spaces, gather requirements, and communicate technical findings.

Required Skills

• 5+ years of software consulting experience implementing enterprise software solutions with direct customer contact.
• Proficiency in Python with expertise in Pandas, NumPy, and Scikit-learn.
• Strong command of SQL and Postgres for data manipulation and analysis.
• Hands-on experience implementing machine learning algorithms including regression, decision trees, random forests, Bayesian, and neural networks.
• Experience deploying and developing on both Linux and Windows platforms.
• Solid understanding of probability, statistics, and linear algebra for model interpretation.
• Ability to use Matplotlib for data visualization and presenting results.

Preferred Skills

• Knowledge of the Telecom OSS domain, specifically in the CM area.

Key Skills

Education

Any Graduate