Computational Scientist
$100,000 to $130,000
Apply now (opens in a new tab)Computational Scientist
L5
$100,000 to $130,000
Occupations
Computer and Information Research ScientistsData ScientistsComputer Occupations, All OtherIndustries
Research and Development in the Physical, Engineering, and Life SciencesComputer Systems Design ServicesAll Other Professional, Scientific, and Technical Services- Work with researchers to build, debug, and tune computational workflows across HPC and AI systems
- Port, profile, and optimize GPU-accelerated applications, parallel codes, and distributed machine learning training pipelines
- Build scalable, reproducible workflows using tools such as Slurm, Dask, Apptainer, Snakemake, or Nextflow
- Contribute hands-on to the technical components of research projects across partner institutions
- Perform data wrangling, model training, and performance benchmarking in collaboration with faculty
- Package research code into reusable software modules, containers, and scalable workflows
- Serve as a go-to technical resource for AI/ML tools, GPU optimization, and data-intensive computing
- Troubleshoot user jobs and work with system administrators to surface user needs and platform issues
- Test and evaluate new software tools and frameworks for readiness, compatibility, and performance
- Write and maintain user documentation, examples, and best-practice guides
- Deliver technical workshops or tutorials for domain scientists adopting advanced computing tools
- Contribute technical sections to grant proposals, publications, white papers, and presentations as needed
- Support students and junior researchers through code reviews, office hours, and one-on-one consultations
- Participate in pilot projects and cross-institutional knowledge-sharing initiatives
- Hands-on experience with deep learning frameworks (e.g., PyTorch, TensorFlow) and scientific computing tools (e.g., NumPy, scikit-learn, CUDA, MPI)
- Experience running and scaling workloads on multi-node GPU clusters
- Experience profiling and optimizing code performance (e.g., Nsight, perf, mixed precision, distributed training strategies)
- Familiarity with LLM architectures and training techniques (e.g. Transformers, vLLM)
- Familiarity with research data lifecycle management, FAIR principles, and secure data handling (e.g., HIPAA, NIST 800-171)
- Background in reproducible research practices, version control (e.g., Git), and containerized computing
- Contributions to open-source scientific software projects or community research tools
Level
SeniorL5
Salary
$100,000 to $130,000
Location
Jersey City, NJ
Occupation
Computer and Information Research Scientists
Industry
Research and Development in the Physical, Engineering, and Life Sciences
Posted
8 days ago
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