Job Description:
Summary:
The main function of an AI/ML engineer is to design, develop, and implement artificial intelligence and machine learning algorithms to solve complex problems and enable advanced functionalities in various applications. A typical AI/ML engineer is responsible for researching and utilizing data-driven techniques to improve system performance and create innovative AI/ML solutions.
Job Responsibilities:
Design, develop, and maintain scalable and robust machine learning models for predictive and prescriptive analytics.
Perform data mining using state-of-the-art methods and analyze large, complex data sets to extract insights and identify trends.
Implement algorithms and software needed to perform analyses and integrate machine learning models into production systems.
Collaborate with cross-functional teams, including data engineers and software developers, to define problem statements, collect data, and implement solutions.
Stay current with the latest AI/ML research and technologies to propose and implement improvements.
Validate model performance and accuracy using various metrics and adjust models as necessary.
Skills:
Proficient in machine learning frameworks (such as TensorFlow or PyTorch) and libraries (like scikit-learn).
Strong coding skills in programming languages like Python, R, or Java.
Knowledge of data structures, data modeling, and software architecture.
Expertise in statistical modeling, machine learning, deep learning, and/or natural language processing.
Experience with big data technologies such as Hadoop, Spark, or Kafka.
Ability to communicate complex results to a non-technical audience and work collaboratively in a team.
VIVA is an equal opportunity employer. All qualified applicants have an equal opportunity for placement, and all employees have an equal opportunity to develop on the job. This means that VIVA will not discriminate against any employee or qualified applicant on the basis of race, color, religion, sex, sexual orientation, gender identity, national origin, disability or protected veteran status