Job description: 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 SummaryOur 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.
Expected salary:
Location: Philippines
Job date: Wed, 08 Jan 2025 08:36:18 GMT
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