Machine Learning Developer (WFH) TWN
iSTA Solutions Philippines
This a Full Remote job, the offer is available from: Philippines
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.
- 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
- 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
This offer from "iSTA Solutions" has been enriched by Jobgether.com and got a 72% flex score.
SourcefitPhilippines
This a Full Remote job, the offer is available from: Philippines
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