174 applicants

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Company

Original Job Post

Frontier Internet · 2 days ago

Machine Learning Engineer

Dallas, TX

Full-time

Onsite

Mid Level

$10,000/mo - $10,000/mo

2+ years exp

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Responsibilities

Collaborate with cross-functional teams to identify opportunities for applying machine learning techniques to optimize network infrastructure and improve service delivery

Develop and deploy machine learning models for predictive maintenance, anomaly detection, and network optimization, contributing to the enhancement of fiber optic and DSL services

Utilize Databricks and AWS platforms proficiently to design scalable and efficient machine-learning pipelines

Implement and maintain production-grade ML systems, ensuring reliability, scalability, and robustness

Conduct a thorough analysis of data to derive actionable business insights, contributing to data-driven decision-making processes at Frontier

Continuously research and experiment with cutting-edge machine learning algorithms and technologies to drive innovation within the organization

Qualification

Find out how your skills align with this job's requirements. If anything seems off, you can easily click on the tags to select or unselect skills to reflect your actual expertise.

PythonMachine LearningDatabricksData ProcessingAWS ServicesS3EC2SageMakerAWS LambdaStatisticsData StructuresAlgorithmsProblem-SolvingAttention to DetailCommunicationCollaborationTelecommunicationsISP industryNetwork optimizationPerformance analysisFiber optic networksML projects

Required

Master's degree (with +4 years industrial experience) or PhD degree (with +2 years industrial experience) in Computer Science, Engineering, or a related field

Proven experience in developing and deploying machine learning models using Python

Proficiency in Databricks for data processing, analysis, and model development and deployment

Strong understanding of AWS services and infrastructure, including but not limited to S3, EC2, SageMaker, and AWS Lambda

Solid foundation in statistics, data structures, and algorithms

Excellent problem-solving skills with a keen attention to detail

Effective communication skills with the ability to collaborate in a team environment

Preferred

Experience working in the telecommunications or ISP industry

Familiarity with network optimization, performance analysis, or related areas

Knowledge of fiber optic networks and their operational dynamics

Previous contributions to open-source ML projects or publications in relevant conferences/journals

Benefits

20 PTO (Paid Time Off) days + 10 paid holidays per year

Day one medical, dental, vision and prescription drug plan

401k match of 50% on 6% of eligible compensation

Same-sex spouse and domestic partner benefits coverage

10 weeks of paid parental leave, 3 weeks of paid caregiver leave and up to $10k in adoption program assistance

Company

Frontier Internet

Glassdoor

3.0

Frontier is the largest pure-play fiber provider in the United States.

Founded in 1935

Norwalk, Connecticut, USA

10,001+ employees

http://frontier.com

H1B Sponsorship

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2020 (7)