Machine Learning Engineer
Coactive Systems Inc.
San Francisco, CA, United States
5 days ago
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Role details
Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Experience level
Expert
Experience required
5 years minimum
Working hours
Regular working hours
Job source
Tech stack
Java (Programming Language)
Artificial Intelligence
Amazon Web Services
Software Applications
Microsoft Azure
Big Data
C++ (Programming Language)
Cloud Computing
Cloud Engineering
Data Systems
Apache Hadoop
Apache Hive
+14 more
Python (Programming Language)
Machine Learning
Cloud Services
Tensorflow
Unstructured Data
Workflow Management Systems
Enterprise Software Applications
Pytorch
System Availability
Apache Spark
Kubernetes
Information Technology
Production Code
Terraform
Job description
As a software engineer, you will work coactively with the best in ML and data systems, building the foundation for understanding unstructured image and video data.
What youβll do:
- Productionize the cutting edge techniques in data-centric AI (active learning, multimodal intelligent search) and representation learning at scale using latest foundation models.
- Collaborate with a world-class team of engineers, researchers, and scientists to create algorithms built on top of machine learning models to enable efficient, scalable search and analysis on large scale unstructured data.
- Build infrastructure to enable training and serving large scale machine learning models on image and video datasets.
- Tackle challenging problems at the intersection of cloud infrastructure and machine learning.
- Build observability and monitoring infrastructure (with Open Tracing) to ensure high availability of cloud services.
- Up-skill the team by advocating to shape engineering best practices and company culture as we grow.
Requirements
- BS (or higher) in Computer Science or related fields, or equivalent experience.
- 5+ years experience writing production-grade code in Python, Java, C++, or similar language.
- 5+ years experience building application software on cloud native platforms (AWS, Azure or GCP). Experience building enterprise applications is a plus.
- Experience building and maintaining pipelines for large scale ML training, monitoring, and serving (PyTorch, Tensorflow, TFX).
- Experience in developing data-intensive applications (Apache Spark, Hadoop, Hive).
- Experience with orchestration tools (Kubernetes) and infrastructure as code (Terraform) is a big plus.
Benefits & conditions
The estimated annual base salary for this position is between $186,000- $220,000
At Coactive, cash salary is only one part of our total compensation package. Other benefits for this position include, but are not limited to:
- Equity grants
- 100% medical, dental, & vision coverage for you
- Unlimited PTO
- Social events ranging from book clubs, happy hours, and hiking to board game nights and games of Mario Kart.
Further, you can expect a supportive work environment from us. We build products, but we develop people. #J-18808-Ljbffr
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Prepare application
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