Systems Analyst

Responsibility

The common responsibilities for this position include assisting in the implementation and fine-tuning of generative AI models using frameworks like TensorFlow or PyTorch, supporting data collection, preprocessing, and augmentation, participating in testing and validating models, and analyzing results to refine algorithms. The role also involves building end-to-end data pipelines, creating and maintaining documentation for model architectures and processes, collaborating with senior engineers and data scientists on projects, and providing technical assistance for deployed AI solutions. Additionally, managing activities across all phases of the software development life cycle (SDLC), liaising with other IT teams, business users, and external vendors, and conducting technical assessments and evaluations on new solutions and products are key responsibilities.

Job Growth

Skills Requirement

The percentages next to each skill reflect the sector’s demands in these respective skills. E.g., 30% means this skill has been listed in 30% of all the job postings in this sector.

• Skill Categories
• Specific Skill Sets

Skills Distribution

The skills distribution tells you what specific skill sets are in demand. E.g., Skills with a distribution of “More than 50%” means that these skills are wanted in more than 50% of the job postings.

• More Than 70%
• More Than 50%
• More Than 30%
• More Than 10%