Data Scientist

Venture Smarter; Philippines; On-site; PHP 1,200,000 - 1,800,000; Full time

Job summary

Venture Smarter is seeking an experienced Data Scientist to join their team in the Philippines. The successful candidate will collect and preprocess data, build predictive models, and create impactful data products.

Applicants should have a Master's or PhD in a relevant field and at least 5 years of experience in data science or a similar role. Strong skills in Python and machine learning tools such as TensorFlow and PyTorch are essential. The role offers an opportunity to work in a dynamic tech environment.

Qualifications

• 5+ years of experience in data science or machine learning.
• Proficient in programming languages like Python, R, or Java.
• Ability to work with data visualization tools like Plotly or Shiny.

Responsibilities

• Collect, clean, and preprocess data from various sources.
• Build and test predictive models and machine learning algorithms.
• Create and deliver data products and solutions, like dashboards and reports.

Skills

Data science expertise

Machine learning

Python programming

Data analysis

Deep learning

SQL proficiency

Education

Master's or PhD in Data Science or related field

Tools

TensorFlow

PyTorch

Scikit-learn

Docker

Flask

D3.js

Job description

Responsibilities

• Collect, clean, and preprocess data from various sources, such as databases, APIs, web scraping, or surveys
• Explore and analyze data to discover patterns, trends, and anomalies, and generate hypotheses and questions
• Build and test predictive models and machine learning algorithms, using tools such as TensorFlow, PyTorch, or Scikit-learn
• Evaluate and optimize the performance and accuracy of the models and algorithms, and fine-tune the parameters and features
• Deploy and integrate the models and algorithms into production systems and applications, using tools such as Flask, Docker, or Kubernetes
• Create and deliver data products and solutions, such as dashboards, reports, and visualizations, using tools such as Plotly, D3.js, or Shiny
• Communicate and explain complex data and findings to various stakeholders and audiences, using clear and compelling language and visuals
• Conduct research and experiments on new and emerging data science, machine learning, and artificial intelligence techniques and technologies, and apply them to business problems and opportunities

Qualifications

• Master's or PhD degree in Data Science, Computer Science, Statistics, Mathematics, or a related field; or equivalent work experience
• Minimum of 5 years of experience in data science, machine learning, or a similar role, preferably in a tech or consulting industry
• Expertise in data science, machine learning, and artificial intelligence concepts, methods, and techniques, such as regression, classification, clustering, natural language processing, computer vision, or deep learning
• Proficient in programming languages and frameworks, such as Python, R, Java, or C++
• Proficient in data analysis and manipulation tools and libraries, such as SQL, Pandas, or NumPy
• Proficient in machine learning and deep learning tools and libraries, such as TensorFlow, PyTorch, Scikit-learn, or Keras
• Proficient in data visualization and presentation tools and libraries, as Plotly, D3.js, Shiny, or Matplotlib
• Excellent communication, presentation, and storytelling skills, with the ability to communicate effectively with diverse stakeholders and audiences
• Strong analytical, problem-solving, and creative thinking skills, with the ability to use data and logic to support decisions and recommendations
• Ability to work in a fast-paced, dynamic, and innovative environment, and manage multiple projects and deadlines
• Curiosity, passion, and enthusiasm for data science, machine learning, and artificial intelligence, and their applications and implications