Software Engineer for AI Training Data (Swift)

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Written by AI from the job title and company, not by G2i Inc., so some details may not match this job. The employer's own page has the real description.

Overview

The Software Engineer for AI Training Data at G2i Inc. will play a critical role in developing and refining artificial intelligence models through the creation and enhancement of training datasets. The selected candidate will be responsible for working collaboratively with cross-functional teams to identify data requirements, design and implement data pipelines, and ensure the accuracy and quality of data used in machine learning algorithms. This position is essential in driving advancements in AI capabilities and improving product offerings through effective data utilization.

Job Responsibilities

• Design and develop robust data pipelines for the ingestion and processing of large sets of training data.
• Collaboration with data scientists and engineers to understand and define data requirements.
• Implement data quality checks to ensure accuracy and consistency of the datasets used for AI model training.
• Optimize data preparation workflows for efficiency and scalability.
• Participate in code reviews and contribute to the improvement of best practices within the team.
• Monitor performance and troubleshoot issues related to data processing and model training.
• Document processes and maintain clear communication regarding pipeline updates and enhancements.

Qualifications

• Bachelor’s degree in Computer Science, Engineering, or a related field.
• Proficiency in Swift programming language.
• Experience with data engineering concepts and techniques, including ETL processes.
• Strong knowledge of data structures and algorithms.
• Familiarity with machine learning frameworks and libraries.
• Solid understanding of database management systems and SQL.
• Excellent problem-solving skills and attention to detail.
• Ability to work collaboratively as part of a team and communicate effectively with stakeholders.

Technologies & Tools

The Software Engineer for AI Training Data will utilize a variety of technologies and tools, including but not limited to Swift for application development, SQL for database management, and Python for data manipulation and analysis. Familiarity with cloud platforms such as AWS or Azure, along with machine learning frameworks like TensorFlow or PyTorch, will be beneficial in executing tasks effectively and efficiently.

Ideal Candidates

Ideal candidates for this position will possess a strong analytical mindset, outstanding programming skills in Swift, and a passion for working with data. They should demonstrate the ability to approach complex problems with innovative solutions and thrive in a team-oriented environment. Candidates who show adaptability to changing technologies and methodologies, coupled with a commitment to quality and continuous improvement, will excel in this role.