ABOUT PUNCH:

Punch is a full-service digital agency dedicated to creating exceptional digital experiences. We are expanding our team in Lagos and seeking experienced AI/ML Developers to join us. If you are passionate about innovation and thrive in dynamic environments, we want to hear from you.

TECHNICAL SKILLS:

• Experience developing applications on Linux environments.
• Proficiency with DevOps tools: Docker, Git (GitLab, GitHub), and CI/CD pipelines.
• Familiarity with modern Computer Vision techniques.
• Understanding of high-performance computing and parallel processing.
• Knowledge of network/messaging protocols (UDP, ZeroMQ, RESTful API).
• Experience interfacing with databases (SQL, MongoDB, etc.).
• Strong command of ML frameworks (Keras, PyTorch) and libraries (scikit-learn).

PROGRAMMING SKILLS:

• Deep understanding of data structures, data modeling, and software architecture.

ANALYTICAL SKILLS:

• Strong background in math, probability, statistics, and algorithms.
• Proven ability to perform statistical analysis and interpret AI/ML test results.

PROFESSIONAL EXPERIENCE:

• Proven track record as a Machine Learning/AI Engineer or in a similar role.
• Experience building and deploying ML applications in real-world scenarios.

• Study and transform data science prototypes into scalable solutions.
• Design and develop machine learning systems and applications based on requirements.
• Research, implement, and optimize AI/ML algorithms and tools.
• Select appropriate datasets and data representation techniques.
• Run AI tests and experiments, analyze results, and fine-tune models as needed.
• Train, retrain, and improve machine learning systems when necessary.
• Extend existing machine learning libraries and frameworks to enhance capabilities.
• Conduct statistical analysis to validate and refine AI/ML models.
• Stay updated with the latest trends and advancements in AI/ML.