Data Scientist and Analytics Engineer
3 weeks ago
Job Title:Data Scientistand Analytics Engineer
Location:100% REMOTE
Job Type:Perm Full-Time
Salary:$120K – $170K Depending on Experience
Job:7170
Our client runs a High-Performance Computing Platform (HPC) on AWS along with a multitude of opensource technologies and middleware. The systems run in the Cloud so we always think cloud first Our team usesLinux and some Windows. We are removing barriers that keep the product team from executing faster than our competitors and releasing a clean, quality product. This means supporting & testing our stack in a public cloud as well as with distributed schedulers, logging solutions, metrics, storage archiving, and optimization of HPC application cost & performance.
About the Job
The candidate will work closely with HPC engineers to build reusable components for generating real-time insights and analytics forHPC simulations
The candidate will also assist in Research & Developmentfor our next generation machine learning products in Network Simulations
The candidate is expected to have experience working with data pipelines and ML frameworks.
Minimal requirements
Experience using statistical computer languages (Python, Golang, SQL, etc.) to manipulate data and draw insights from large data sets
1+ years working with Python programming
1+ year working with SQL (Postgresql)
Knowledge and experience in machine learning algorithms:
Random Forest, boosting, decision trees, clustering
LSTM, Reinforcement learning
1+ years working with scikit-learn, or related machine learning framework
1+ years working with Tensorflow, Pytorch, or related deep learning framework
1+ years working with bokeh, holoviews, or related visualization library
1+ years working with a RDBMS
Responsibilities include (not limited to):
Working with internal teams and clients to develop machine learning applications
Run machine learning tests and experiments
Extend existing ML libraries and frameworks when necessary
Study and transform data science prototypes
Develop processes and tools to monitor and analyze model performance and data accuracy
Develop an A/B testing framework and test model quality
Preference will be given to candidates with the following:
A drive to learn and master new technologies and techniques
Familiar with development and deployment on Cloud environment (AWSCLI, Boto3, Docker and etc)
Experience with distributed data/computing tools: Map/Reduce, Hadoop, Hive, Spark and etc
Experience with CUDF and other CUDA-based libraries
We love to share $1,000 success bonuses for referrals.
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