AI Developer

Tech Aalto Pte Ltd

Singapore

Experience :: 8-10 yrs

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 Flink.
• 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 with computer 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.