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Machine Learning Developer / Engineer (EST Hours) - Remote
ISTA Personnel SolutionsBaguio, Cordillera Administrative Region, Philippines21 hours ago
Job descriptionStrong problem-solving and coding skills, more than just a programmer. Experience building machine learning models. Random Forest, Gradient Boosting, AutoML. Performing well on Kaggle machine learning competitions (advantageous). 1-2 years of relevant experience. Python skills for data analysis and building dashboards with libraries like Dash, Streamlit, Panel, Bokeh. Actuarial experience would be an advantage. Background as an engineer or data scientist, ideally with healthcare experience. Able to discuss specific models built, methodologies used, and feature engineering approaches. Develop and implement machine learning models to solve complex business problems from the ground up. Use algorithms such as Random Forest, Gradient Boosting, and AutoML to enhance model performance. Ensure models are scalable and maintainable. Perform detailed data analysis to extract meaningful insights. Conduct feature engineering to improve model accuracy. Validate and clean data to ensure high-quality datasets for model training. Communicate findings and recommendations to stakeholders in a clear and concise manner. Collaborate with team members to integrate models into existing systems and workflows. Create dashboards and visualizations using Python libraries such as Dash, Streamlit, Panel, and Bokeh. Present data-driven insights through interactive and user-friendly dashboards. Provide regular reports on model performance and business impact. Apply machine learning techniques to healthcare-specific problems.
Overview
STA Personnel Solutions South Africa - we are a global Business Process Outsourcing (BPO) company, partnering with a USA Client in the Healthcare Industry and are in search of a Machine Learning Developer / Engineer to join a rapidly expanding team, working remotely.
Working requirements
- Working Hours : This role requires you to work USA hours, Mon - Fri, from 9 : 00am to 6 : 00pm EST time (15 : 30pm to midnight South African time). Note : These hours are subject to change depending on daylight savings and / or the operational requirements of the company.
- Work Environment : This is a fully remote working role.
- Internet Requirements : A fixed fibre line with a minimum speed of 25 Mbps (upload & download) and the ability to support a wired Ethernet connection is mandatory. Applicants without a fixed fibre line cannot be considered.
- Power Backup : A reliable power backup solution is required to manage load shedding and power outages. Applicants without a power backup cannot be considered.
Required Skills
Ideally have experience
Ideal Candidate Profile
Duties and responsibilities
If you are not contacted with 14 working days for this role, please consider your application unsuccessful.
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Machine Learning Engineer • Baguio, Cordillera Administrative Region, Philippines
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