Senior Developer | Machine Learning

Makati City, Metro Manila
Permanent
Full-time

2 months ago

Job Description:ISTA Solutions, an outsourcing/offshoring company, is in search of an experienced Senior 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

Lead the development of machine learning models from conception to deployment, including data cleaning, manipulation, and analysis.
Design and implement advanced web scraping solutions to gather and process data from various sources.
Collaborate with stakeholders to define project requirements, technical specifications, and timelines.
Architect and build scalable, efficient, and well-documented codebases.
Conduct code reviews, provide constructive feedback, and ensure adherence to best practices.
Troubleshoot and resolve complex issues across both machine learning and web scraping pipelines.
Stay current with emerging technologies and industry trends to continuously improve our processes and tools.

Requirements:

3+ years of demonstrable professional experience as a Software Developer or in a similar role, with a strong portfolio of completed projects
2+ years of professional (non-freelancing) experience in Python with Scikit-Learn.
1+ year of professional (non-freelancing) experience in Python with:

Pandas and NumPy for data cleaning and manipulation
Matplotlib
Statistical Analysis
Selenium or Playwright
Beautiful Soup
Demonstrated experience using Power BI for data visualization and reporting
Ability to work independently and as part of a team in a fast-paced environment
Excellent problem-solving and analytical skills
Strong communication and interpersonal skills

Huge Advantage:

A strong score in a Kaggle competition
Experience with advanced machine learning libraries such as XG Boost, LightGBM, CatBoost, or PyTorch.
Familiarity with other data analysis and visualization libraries like Polars, Seaborn, Plotly, or SciPy.
Experience with additional web scraping libraries such as Request, HTTPX, or LXML.

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

ISTA Solutions

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