Job vacancy Senior Machine Learning Engineer

Executive recruitment firm Monroe Consulting Group Philippines is recruiting on behalf of the leading technology-focused venture capital firm based in BGC, Philippines with offices in Vancouver, Canada, and Seoul, Korea.

Job Summary

Our Client is looking for a Senior AI + Machine Learning Engineer to help them create artificial intelligence products. The responsibilities include creating machine learning models and retraining systems. Your goal will be to shape and build efficient self-learning applications.

The job is in Taguig City, Philippines, and offers Hybrid (4x/week) working Arrangement.

Key Job Responsibilities:

• Understanding business objectives and developing models that help to achieve them, along with metrics to track their progress
• Analyzing the ML algorithms that could be used to solve a given problem and ranking them by their success probability
• Exploring and visualizing data to gain an understanding of it, then identifying differences in data distribution that could affect performance when deploying the model in the real world
• Verifying data quality, and/or ensuring itvia data cleaning
• Defining validation strategies
• Defining the preprocessing or feature engineering to be done on a given dataset
• Defining data augmentation pipelines-Training models and tuning their hyperparameters
• Analyzing the errors of the model and designing strategies to overcome them
• Deploying models to production automation tools to enable machine learning
• Understand and use computer science fundamentals, including data structures, algorithms, computability and complexity and computer architecture
• Use exceptional mathematical skills, to perform computations and work with the algorithms involved in this type of programming
• Produce project outcomes and isolate the issues that need to be resolved
• Demonstrate end-to-end understanding of applications (including, but not limited to, the machine learning algorithms) being created
• Build algorithms based on statistical modelling procedures and build and maintain scalable machine learning solutions in production
• Use data modeling and evaluation strategy to find patterns and predict unseen instances
• Apply machine learning algorithms and libraries
• Communicate and explain complex processes to people who are not programming experts
• Liaise with stakeholders to analyze business problems, clarify requirements, and define the scope of the resolution needed
• Analyze large, complex datasets to extract insights and decide on the appropriate technique
• Research and implement best practices to improve the existing machine-learning infrastructure
• Train and retrain systems when necessary
• Drives and helps establish a culture of continuous learning and improvement within the development team
• Provides timely communication on project deliverables to the appropriate stakeholders.
• Able to have a flexible work schedule and at times work outside of your normal business hours to accommodate project deadlines as established by the company
• Helps establish a community of fun at the workplace and be confident to speak up and lead initiatives
• Other duties as required; special projects as assigned.

Qualifications

• Experience in building, creating, and/or designing a forecasting or predictive model that will help the business make accurate and smart business predictions/decisions.
• Excellent written and verbal communication skills and ability to explain complex processes to people who aren't programming experts
• Proven working experience with 3D Geometrical Shapes and STL Files
• Proven working experience on Computer Vision
• Strong analytical skills
• High attention to detail
• Innovation and creativity
• Ability to work with large, complex datasets.