Senior Developer | Machine Learning

4 weeks ago

Makati, Philippines ISTA Personnel Solutions Full time

Overview

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

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.
  • 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 XGBoost, 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
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
#J-18808-Ljbffr

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