Machine Learning Developer (WFH) TWN

ISTA Solutions, an outsourcing/offshoring company, is in search of an experienced Machine Learning Developer to join our rapidly expanding team. As a member of our team, you will have the opportunity to work with highly skilled professionals, who prioritize employee satisfaction and work-life balance. At ISTA Solutions, we pride ourselves on creating a culture focused on long-term success and life-long learning. We're looking for a team player who is ready to contribute to our mission, just like you!

Account specific roles & 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.

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
   

Benefits

What can we offer you?

• Competitive salary and benefits
• Health Insurance with free dependents*
• 10%-night differential
• Attendance Bonus
• Paid time off
• Convertible to cash leave credits
• Performance Appraisal
• Work-life balance
• A focus on growing your career path with us
• We encourage you to follow your passions and learn new skills

Our commitment to you

• Strong culture and values-driven leadership
• We create opportunities for you to learn and grow at any stage of your career
• Continuous learning and innovation
• We foster an all inclusive environment where everyone thrives