Machine Learning Software Developer (WFH) at ISTA Personnel Solutions
Makati, Makati, Philippines -
Full Time


Start Date

Immediate

Expiry Date

02 Aug, 25

Salary

0.0

Posted On

03 May, 25

Experience

1 year(s) or above

Remote Job

Yes

Telecommute

Yes

Sponsor Visa

No

Skills

Search, Machine Learning, Data Analysis, Dash

Industry

Information Technology/IT

Description

REQUIREMENTS

  • 1 - 2 years of relevant work experience
  • Background as an engineer or data scientist. Healthcare experience is advantageous.
  • Python skills for data analysis and building dashboards with libraries like Dash, Streamlit, Panel, Bokeh
  • Experience building machine learning, with proven strong results.
  • Random Forest, Gradient Boosting, AutoML
  • Performing well on Kaggle machine learning competitions (advantageous)
  • Able to discuss specific models built, methodologies used, and feature engineering approaches
  • Able to work from home – anywhere in the Philippines
  • Schedule of work: can be discussed with hiring manager
Responsibilities
  • 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.
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