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.
