Tiger Analytics · 1 week ago
Senior Machine Learning Engineer
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Responsibilities
Providing solutions for the deployment, execution, validation, monitoring, and improvement of data science solutions
Creating Scalable Machine Learning systems that are highly performant
Building reusable production data pipelines for implemented machine learning models
Writing production-quality code and libraries that can be packaged as containers, installed and deployed
Collaborating with cross-functional teams and business partners to drive current and future strategy by leveraging analytical skills
Qualification
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Required
Must have 6+ years of experience in MLE + Mlops + Azure.
Must have experience in Devops and Kubernetes.
Bachelor's degree or higher in computer science or related, with 8+ years of work experience
End to End MLOps with basic DS skills. Looking to solve engineering problems around online model serving.
Implement a CICD process that trains the model in databricks and deploys the model as an API (docker image) to deployment targets.
Ability to collaborate with Data Engineers and Data Scientists to build data and model pipelines and help run machine learning tests and experiments
Ability to manage the infrastructure and data pipelines needed to bring ML solutions to production
End-to-end understanding of applications being created
Ability to maintain scalable machine learning solutions in production
Ability to abstract the complexity of production for machine learning using containers
Ability to troubleshoot production machine learning model issues, including recommendations for to retrain and revalidate
Experience with Big Data Projects using multiple types of structured and unstructured data
Ability to work with a global team, playing a key role in communicating problem context to the remote teams
Excellent communication and teamwork skills
Benefits
Significant career development opportunities
Company
Tiger Analytics
Tiger Analytics offers data analytics and predictive modeling solutions for retail, social media, and online advertising sectors.
H1B Sponsorship
Tiger Analytics has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Trends of Total Sponsorships
2023 (66)
2022 (163)
2021 (142)
2020 (57)
Funding
Current Stage
Late StageRecent News
2024-05-23
Company data provided by crunchbase