Machine Learning Engineer

Company : Angkas

Job Type : Full Time

Manila

Number of Applicants

:

000+

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Job Description - Machine Learning Engineer

Overview We are seeking a highly skilled Machine Learning Engineer to join our software delivery team. The ideal candidate will be responsible for designing and implementing machine learning models to proactively manage demand and supply in a (near) real time ride hailing and delivery business. You will work closely with data scientists and software engineers to deploy scalable machine learning solutions that drive innovation in logistics. Responsibilities
Model Development:
Design, build, and deploy machine learning models to solve complex logistics problems
Work with large, complex datasets to extract insights and identify patterns
Implement algorithms for all kinds of optimizations in the (near) real time logistics industry
Work closely with software engineers to deliver highest standards with regards to non-functional requirements.
Your models are intended to automate in real time a series of today's sub-optimal, partially manual processes.
Data Analysis:
Preprocess and clean data to ensure accuracy and quality for model training
Perform exploratory data analysis to understand variables and model dependencies
Collaborate with data engineers to design data collection and aggregation strategies
Collaboration:
Work with cross-functional software delivery teams to integrate machine learning models into existing systems
Collaborate with software engineers to enable fast and safe iteration of your models.
Communicate the value of complex machine learning concepts to non-technical stakeholders
Provide insights and recommendations based on model outcomes to support decision-making
Continuous Learning:
Stay abreast of the latest developments in machine learning and logistics
Evaluate and adopt new technologies to enhance model performance and efficiency
Foster continuous know-how exchange with your team members.
Quality Assurance:
Monitor and continuously improve model performance
Your models shall be one of the key drivers of Angkas being the most reliable ride hailing and logistics operator
Requirements
Bachelor's or Master's degree in Computer Science, Statistics, Applied Mathematics, or a related field
Experience: 5+ years of experience in machine learning and/or data science
Technical Skills:
Proficiency in machine learning frameworks
Strong programming skills
Experience with big data technologies (e.g., Elastic)
Familiarity with optimization algorithms and predictive modeling
MLOps experience is beneficial.
Analytical Skills:
Strong problem-finding and problem-solving abilities and critical thinking skills
Ability to interpret complex data and translate it into understandable and actionable insights
Communication Skills:
Excellent verbal and written communication skills
Ability to collaborate effectively with team members and stakeholders
Ability to communicate with non-experts.
Benefits What you can expect:
A fun and collaborative environment
Free meal and use of gym
Start-up environment
Multi-cultural and Agile work environment
Diversified use of technology