Junior Research Engineer - Machine Learning Systems
Job Description
Fiscal Year
2024-2025Position Title
Junior Research Engineer - Machine Learning SystemsClassification Title
Programmer/Analyst IDepartment
Institute for Artificial Intelligence & Data SciencesPosting Number
R240265Posting Link
https://www.ubjobs.buffalo.edu/postings/54279Employer
Research FoundationPosition Type
RF ProfessionalJob Type
Full-TimeSalary Grade
E.1Position Summary
UB is seeking a Junior Research Engineer with expertise in areas such as AI/machine learning, AI engineering, AI infrastructure, hybrid cloud computing, and parallel programming with GPUs. As a Junior Research Engineer, you should have some basic understanding and experience in the development of scalable AI systems and deployment of distributed ML models. You will be expected to collaborate with senior engineers and researchers across domains. This role includes opportunities to work with state-of-the-art natural language processing, large language models (LLMs), computer vision models, speech models, time series models, and many other related machine learning models, managing AI infrastructure, and optimizing distributed model training and inference.
The IAD at the University at Buffalo is a leader in advancing AI, data science, and computational research. IAD fosters innovation by addressing pressing challenges in areas such as education, health care, robotics, and autonomous vehicles, contributing to the future of the U.S. economy and security. This role offers the opportunity to contribute to UB’s pioneering work at the intersection of AI and data science, collaborating with experts to drive advancements that make a lasting societal impact.
Key Responsibilities:
- Contribute to the design and development of full-stack end-to-end AI solutions to support IAD’s missions.
- Collaborate with UB’s various decanal units to understand the requirements of AI solutions and build the solutions accordingly.
- Participate in system architecture discussions and contribute to the design of the full-stack solution architecture, including front-end, back-end, and cloud deployment (such as AWS, GCP).
- Contribute to the design, maintenance, and optimization of AI infrastructure to support the test and deployment of AI solutions, including distributed ML training and inference.
- Under the guidance of senior research engineers and faculty members, work with and deploy machine learning models (including LLM models) into both on-prem systems and hybrid clouds, ensuring efficient integration into production environments.
- Build and maintain scalable, real-time data pipelines and MLOps workflows.
- Contribute to build the AI solutions with robust system performance.
Outstanding Benefits Package
Working at UB comes with benefits that exceed salary alone. There are personal rewards including comprehensive health and retirement plan options. We also focus on creating and sustaining a healthy mix of work, personal and academic pursuit – all in an effort to support your work-life effectiveness. We support your growth and development through our career coaching and training department and we qualify as a public service loan forgiveness organization. Learn more about our benefit packages.
About The University at Buffalo
The University at Buffalo (UB) #ubuffalo is one of America’s leading public research universities and a flagship of the State University of New York system, recognized for our excellence and our impact. UB is a premier, research-intensive public university dedicated to academic excellence. Our research, creative activity and people positively impact the world. Like the city we call home, UB is distinguished by a culture of resilient optimism, resourceful thinking and pragmatic dreaming that enables us to reach others every day. Visit our website to learn more about the University at Buffalo.
About The University at Buffalo
The University at Buffalo (UB) #ubuffalo is one of America’s leading public research universities and a flagship of the State University of New York system, recognized for our excellence and our impact. UB is a premier, research-intensive public university dedicated to academic excellence. Our research, creative activity and people positively impact the world. Like the city we call home, UB is distinguished by a culture of resilient optimism, resourceful thinking and pragmatic dreaming that enables us to reach others every day. Visit our website to learn more about the University at Buffalo.
As an Equal Opportunity / Affirmative Action employer, the Research Foundation will not discriminate in its employment practices due to an applicant’s race, color, religion, sex, sexual orientation, gender identity, national origin and veteran or disability status.
Minimum Qualifications
- Bachelor’s degree in Computer Science, Engineering or a related field.
- 1 year of software development experience with a focus on systems engineering or applications development, or an equivalent combination of education and experience.
- Proficiency in programming languages such as Python, Golang, and C++ and web development tools such as React, React Native, HTML/CSS/Javascript.
- Knowledge of machine learning concepts and frameworks (e.g., PyTorch, TensorFlow).
- Experience with web development (front-end and back-end), cloud technologies (AWS, GCP), and databases.
- Strong understanding of data structures, algorithms, and software engineering principles.
Preferred Qualifications
● Experience with ization (Docker, Kubernetes) and parallel programming system like GPUs.
● Familiarity with MLOps tools and workflows.
● Strong problem-solving skills, with a desire to work on innovative software solutions in collaboration with research teams.
Salary Range
$80,000 - $100,000Additional Salary Information
The salary range reflects our good faith and reasonable estimate of the possible compensation at the time of posting, the role and associated responsibilities, and the experience, education, and training of the selected candidate.Work Hours
37.5 hours per week
Campus
North CampusIs a background check required for this posting?
NoContact's Name
Virginia SteverContact's Title
Administrative DirectorContact's Email
vastever@buffalo.eduContact's Phone
716-645-2477Posted
11/21/2024Deadline for applicants
Open Until FilledDate to be filled
02/01/2025Number of references required
3*Please mention you saw this ad on TexasCollegeJobs.*
