Machine Learning Engineer
We are looking for a talented and highly motivated ML Engineer to join our team. ML Engineers are responsible for building systems at the crossroads of data science and distributed computing. You will do a little bit of everything: from tuning machine learning models, to profiling distributed applications, to writing highly scalable software. We use technologies like Kubernetes, Docker, Kafka, gRPC, and Spark. You aren’t a DevOps, but an understanding of how the nuts and bolts of these systems fit together is helpful and you aren't a data scientist, but understanding how models work and are applied is just as important.
U.S. Citizenship Required Responsibilities
Collaborate with data scientists to get their models deployed into production systems.
Develop and maintain systems for distributed model training and evaluation.
Design and implement APIs for model training, inference, and introspection.
Build tools for testing, benchmarking, and deploying analytics at scale.
Interface with the technical operations team to understand analytic performance and operational behavior.
Write and test code for highly available and high volume workloads.
Qualifications
BS or Master’s degree in Computer Science, related degree, or equivalent experience.
5+ years experience with software engineering, infrastructure design, and/or machine learning.
Familiarity with Python and machine learning frameworks, paricularly Scikit-learn, Tensorflow, and Pytorch.
Experience with distributed machine learning using tools like Dask, Tensorflow, Kubeflow, etc.
Write well-structured, maintainable, idiomatic code with good documentation.
Strong work-ethic and passion for problem solving.
Preferred Qualifications
Machine learning API development competencies.
Golang development experience.
Container orchestration and optimization knowledge.
Proficiency designing, implementing, and operating large-scale distributed systems.
Prior experience working in a distributed (fully remote) organization.
Job Type
Client Payroll
Positions
Machine Learning Engineer
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Up to 450 USD/Hour
450 USD
Up to 450 K/Year USD (Annual salary)
Longterm (Duration)
Fully Remote
Glen C