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Arctic Wolf Networks

Senior ML Developer/ML Developer

Early Applicant
  • 3 months ago
  • Be among the first 50 applicants

Job Description

  • Support R&D of distributed, highly scalable, and fault-tolerant microservices
  • Use test-driven development techniques to develop beautiful, efficient, and secure code
  • Create and scale high-performance services that bring new capabilities to Arctic Wolf s data science organizations
  • Execute on deliverables on the roadmap of ML engineering, modeling, and operations at Arctic Wolf
  • Identify problems proactively and propose novel solutions to solve them
  • Continuously learn and expand your technical horizons
WE RE LOOKING FOR SOMEONE WHO:
  • Will collaborate closely with our data science and ML teams across different cybersecurity domains to define ML infrastructure requirements and build critical data services
  • Can leverage ML Ops best practices to design and develop scalable model training, evaluation, experimentation and deployment workflows
  • Has extensive experience in ML training (local and distributed), feature extraction, dataset creation
  • Is comfortable deploying software with CI / CD tools including Jenkins, Harness, Terraform etc.
  • Is an expert at developing and deploying assets in the cloud - preferably AWS and Kubernetes using IAC (infrastructure as code)
  • Can build a workflow orchestration platform to be used by other developers
  • Has hands-on experience implementing data pipeline infrastructure for data ingestion and transformation near real-time availability of data for applications and ML pipelines
  • Has experience designing optimized solutions for ingestion, curation of large datasets
  • Has working knowledge of Data Lake technologies, data storage formats (Parquet, ORC, Avro), and query engines (Athena, Presto, Dremio ) and associated concepts for building optimized solutions at scale
  • Maintains a proficient level in one of the following programming languages or similar- Python, Java, Go
  • Has experience with data pipelines tools (Flink, Spark or Ray) and orchestration tools such as Airflow, Dagster or Step Functions
  • Is an expert in implementing data streaming and event-based data solutions (Kafka, Kinesis, SQS/SNS or the like)

More Info

Industry:Other

Function:Technology

Job Type:Permanent Job

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Date Posted: 09/08/2024

Job ID: 88074317

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