Remote ML Engineer: Time-Series & Production ML

Private Advertiser; Metro Manila; Remote; PHP 900,000 - 1,200,000; Full time

Benefits offered by this job

Company-provided equipment

Job summary

Private Advertiser is seeking an AI / Machine Learning Engineer to join a product and engineering team focused on manufacturing tech. You will apply ML, data science and AI to practical business problems, with emphasis on time-series data and anomaly detection.

You will collaborate with software engineers and product leadership to turn ML capabilities into production features, while staying curious, proactive and able to learn quickly in a remote/WFH setup.

Qualifications

• 4+ years of professional experience in Data Science, Machine Learning, Applied Machine Learning, AI Engineering, or a closely related field.
• 3+ years of professional Python experience, with strong ability to develop production-quality data and ML solutions.
• Hands‑on experience developing, training, tuning and evaluating machine learning models.
• Strong experience with ML data preparation, feature engineering and data/ML pipelines.
• Experience working with time-series data and anomaly detection, including approaches such as LSTM and/or VAE.
• Experience applying Data Science and AI/ML to practical business or product problems, with a focus on measurable outcomes.
• Professional experience working with AWS for ML, data or application workloads.
• Strong analytical and problem‑solving skills, with the ability to investigate complex or unfamiliar problems independently.
• Demonstrated curiosity and proactiveness, with a willingness to learn new technologies, explore different approaches and quickly come up to speed on new technical or business requirements.

Responsibilities

• Prepare, transform and engineer data for machine learning applications.
• Develop and maintain ML data preparation and engineering pipelines.
• Train, tune and test machine learning models.
• Work with time-series data and anomaly detection, including approaches such as LSTM and VAE.
• Evaluate model performance and improve models based on real-world requirements.
• Apply Data Science and ML to solve practical business and product problems.
• Help integrate ML models into production software and SaaS applications.
• Work with engineering and product teams to translate business requirements into practical ML solutions.
• Investigate new AI/ML techniques and technologies where they can provide meaningful product value.
• Contribute to LLM applications and AI agent development as these capabilities become part of the product roadmap.

Skills

Python

Time-series

Anomaly detection

LSTM

VAE

AWS for ML

Data Science

Production ML

Tools

AWS

Docker

CI/CD

LangChain

Job description

Private Advertiser is seeking an AI / Machine Learning Engineer to join a product and engineering team focused on manufacturing tech. You will apply ML, data science and AI to practical business problems, with emphasis on time-series data and anomaly detection.

You will collaborate with software engineers and product leadership to turn ML capabilities into production features, while staying curious, proactive and able to learn quickly in a remote/WFH setup.