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
Seniority level
Entry level
Employment type
Full-time
Job function
Engineering, Information Technology
Industries
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