Machine Learning Developer

Summary

Join ISTA Solutions, a growing outsourcing/offshoring company, as an experienced Machine Learning Developer. You will develop and implement machine learning models, perform data analysis, and collaborate with a team of skilled professionals. This role requires experience in machine learning, Python, and data analysis, with healthcare experience being advantageous. ISTA Solutions offers a competitive salary and benefits package, including health insurance, paid time off, and opportunities for career growth and development. The position allows for remote work anywhere in the Philippines, with a flexible work schedule to be discussed with the hiring manager. We are looking for a team player who is ready to contribute to our mission.

Requirements

• 1 - 2 years of relevant work experience
• Background as an engineer or data scientist
• 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
• Able to discuss specific models built, methodologies used, and feature engineering approaches

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

Preferred Qualifications

• Healthcare experience is advantageous
• Performing well on Kaggle machine learning competitions

Benefits

• 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
• 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
• Able to work from home – anywhere in the Philippines
• Schedule of work: can be discussed with hiring manager