AI Developer

Monster.com SG Pte Limited; Singapore; On-site; SGD 80,000 - 130,000; Full time

Job summary

A leading company in AI solutions seeks a skilled AI Developer to design, develop, and implement advanced AI models. This role requires collaboration with cross-functional teams and a strong background in machine learning and data science. Ideal candidates will possess robust programming skills and be well-versed in AI best practices.

Qualifications

• Bachelor's or master's degree in a relevant field.
• Proficient in programming languages like Python, R, or Java.
• Solid understanding of machine learning algorithms.

Responsibilities

• Design, develop, and implement AI models and algorithms.
• Collaborate with teams to understand business requirements.
• Deploy AI models into production and monitor performance.

Skills

Python

R

Java

Machine Learning

Data Analysis

Data Visualization

Statistical Modeling

Big Data Technologies

Cloud Platforms

Natural Language Processing

Computer Vision

Problem-Solving

Communication

Education

Bachelor's degree in Computer Science

Master's degree in Artificial Intelligence

Master's degree in Machine Learning

Tools

TensorFlow

PyTorch

Keras

Scikit-learn

Pandas

NumPy

Matplotlib

Seaborn

Hadoop

Spark

Job description

Responsibilities:

• Design, develop, and implement AI models and algorithms to solve complex business problems.
• Collaborate with cross-functional teams to understand business requirements and translate them into technical solutions.
• Conduct research and stay up to date with the latest advancements in AI and machine learning.
• Optimize and fine-tune AI models for performance, scalability, and accuracy.
• Develop and maintain AI pipelines and workflows.
• Perform data preprocessing, feature engineering, and model evaluation.
• Deploy AI models into production environments and monitor their performance.
• Provide technical guidance and mentorship to junior team members.

Required Skill Sets:

• Educational Background: Bachelor's or master's degree in computer science, Artificial Intelligence, Machine Learning, or a related field.
• Programming Languages: Proficiency in Python, R, or Java. Experience with libraries and frameworks such as TensorFlow, PyTorch, Keras, Scikit-learn, etc.
• Machine Learning: Strong understanding of machine learning algorithms, including supervised and unsupervised learning, reinforcement learning, and deep learning.
• Data Science: Experience with data analysis, data visualization, and statistical modeling. Proficiency in using tools like Pandas, NumPy, Matplotlib, and Seaborn.
• Big Data Technologies: Familiarity with big data processing frameworks like Hadoop, Spark, or Apache Flin
• Cloud Platforms: Experience with cloud services such as AWS, Google Cloud, or Azure for deploying AI solutions.
• Natural Language Processing (NLP): Knowledge of NLP techniques and tools such as NLTK, SpaCy, or GPT-3.
• Computer Vision: Experience withcomputer vision techniques and libraries such as OpenCV, YOLO, or Fast R-CNN.
• Problem-Solving: Strong analytical and problem-solving skills with the ability to think critically and creatively.
• Communication: Excellent verbal and written communication skills, with the ability to explain complex technical concepts to non-technical stakeholders.
• Team Collaboration: Ability to work effectively in a collaborative team environment and contribute to team success.

Preferred Qualifications:

• Experience with AI ethics and responsible AI practices.
• Knowledge of DevOps practices and tools for continuous integration and deployment (CI/CD).
• Familiarity with Agile methodologies and project management tools.