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Tillman Fiber · 5 days ago

AI/ML Engineer

United States

Full-time

Remote

Mid, Senior Level

4+ years exp

Tillman Fiber is seeking an AI/ML Engineer to enhance data-driven decision making within their Fiber-to-the-Premises business. The role involves developing machine learning models, analyzing data, and creating business intelligence dashboards to improve customer experience and operational efficiency.

InternetTelecommunications

Hiring Manager

Liliya Veleva

Responsibilities

Build, train, fine-tune, and deploy ML models for churn prediction, demand forecasting, network optimization, and service-risk scoring

Perform model validation, feature engineering, and performance monitoring to ensure accuracy and scalability

Develop scalable data pipelines and collaborate with data engineering to maintain data quality across BSS/OSS systems

Analyze FTTP data across construction, activation, utilization, service quality, and support processes

Design BI dashboards and reports that track critical KPIs for network, operations, CX, and finance using Tableau, Power BI, Looker, or open-source equivalents

Present insights through clear, structured data storytelling for technical and business stakeholders

Maintain documentation, code quality, and best practices in ML Ops, CI/CD, and version control workflows

Qualification

Machine LearningPythonSQLBusiness IntelligenceAWSData StorytellingML OpsRGitCI/CDLLMsTelecom Datasets

Required

Master's degree (or equivalent experience) in Computer Science or related field, with 4+ years of progressive, hands-on experience

Strong programming skills in Python (pandas, scikit-learn, TensorFlow/PyTorch, MLflow); R is a plus

Solid ML fundamentals including regression, classification, clustering, and time-series forecasting

Advanced SQL skills and experience working with large, complex datasets

Hands-on BI experience with modern visualization tools and strong data storytelling ability

Experience with AWS

Comfortable working in a dynamic, fast-paced start-up culture

Familiarity with LLMs and generative AI concepts

Knowledge of FTTP/telecom datasets (ONT/OLT telemetry, provisioning, work orders, inventory, Fieldops) is a plus

Proficiency with Git, CI/CD pipelines, and ML Ops practices

Preferred

Exposure to network performance analytics, geospatial (GIS) data, or streaming data pipelines

Knowledge of Precisely, Sitetracker, FCC(BDC) data sets

Experience with modern data warehouse environments (BigQuery, Snowflake, or open-source equivalents like ClickHouse, Trino, Iceberg)

Background in telecom, broadband, utilities, or other data-rich operational domains

Company

Tillman Fiber

Tillman FiberCo LLC will build and operate a 100% Fiber to the Premise (FTTP) network to deliver industry leading symmetrical gigabit broadband internet access and services to residential and commercial customers.

Founded in 2021

New York, New York, USA

51-200 employees