Machine Learning Software Engineer
4 weeks ago
We are seeking a highly skilled Software Engineer to join our team at GIGATEC. As a key member of our engineering team, you will be responsible for designing, developing, and sustaining pipelines that enable machine-learning model training as well as large scale inference in a Kubernetes-based environment.
Your role will include developing data-aware model training pipelines to, Kubernetes-based inference pipelines that compliantly handle in-flight data, and maintaining custom metrics to enable tuning of running pipelines.
You will get to work with cutting edge systems which might include (but are likely not limited to) processing intensive analytics, novel algorithm development, manipulation of extremely large data sets, real-time systems, business management information systems, and systems which incorporate data repositories, data transport services, and application and systems development and monitoring.
Required Skills
– Experience using the Linux CLI
– Experience developing with Python
– Data processing workflows and ETL solutions such as Spark, and/or Dask
– Developing and deploying containerized applications
– Writing and deploying Kubernetes resources
– Writing and deploying Helm charts
Position Desired Skills
– Experience developing with Go
– Experience with CI/CD concepts & implementations (Gitlab, Flux CD, etc)
– Experience working with, and debugging, GPU-enabled applications
– Experience with Policy Management Tools such as Kyverno
– Experience using Imagine Builder Tools for Go such as Ko
– Experience using a machine-learning framework (PyTorch, TensorFlow, etc)
– Experience with other ML pipelines/frameworks like KubeFlow, NeMo, PyTorch Lightning
– Experience with metrics and monitoring tools such as Prometheus and Grafana
– Experience with the Atlassian suite of tools
Qualifications
– (5) years' experience
– Bachelor's degree in Computer Science or related discipline
What We Offer
We offer a competitive salary and benefits package, including unlimited upskilling, tuition reimbursement, student loan repayment, and 100% paid healthcare. Our team is passionate about defending national security and mastering new tech, and we give our engineers exactly what they need to do both.
We are seeking a Software Engineer who wish to accelerate their skills and focus on tackling the most difficult challenges of the US Government, in one of the most exciting areas of the mission available. GIGATEC offers the best salaries and benefits packages available, where you are at the center of our motivation.
Requirements
– Experience using the Linux CLI
– Experience developing with Python
– Data processing workflows and ETL solutions such as Spark, and/or Dask
– Developing and deploying containerized applications
– Writing and deploying Kubernetes resources
– Writing and deploying Helm charts
Position Desired Skills
– Experience developing with Go
– Experience with CI/CD concepts & implementations (Gitlab, Flux CD, etc)
– Experience working with, and debugging, GPU-enabled applications
– Experience with Policy Management Tools such as Kyverno
– Experience using Imagine Builder Tools for Go such as Ko
– Experience using a machine-learning framework (PyTorch, TensorFlow, etc)
– Experience with other ML pipelines/frameworks like KubeFlow, NeMo, PyTorch Lightning
– Experience with metrics and monitoring tools such as Prometheus and Grafana
– Experience with the Atlassian suite of tools
Qualifications
– (5) years' experience
– Bachelor's degree in Computer Science or related discipline
Additional Information
Our positions require a Top Secret clearance, as well as the favorable completion of a polygraph. Applicants must be authorized to work in the U.S. We are unable to sponsor an employment Visa.
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