Machine Learning Operations Specialist

Há 1 mês


Aveiro, Aveiro, Portugal Boundlessfellows Tempo inteiro
About This Role

We are seeking a highly skilled Machine Learning Operations Engineer to join our team at Boundlessfellows. This is an exciting opportunity to play a key role in scaling and supporting our machine learning capabilities.

Key Responsibilities:
  • Collaborate with Data Scientists, ML Engineers, Site Reliability Engineers, and Product Engineers to identify opportunities and work around constraints to deliver ML systems
  • Deploy, monitor, evaluate, and optimize production machine learning models in 24/7 customer-facing applications
  • Implement scalable and reliable systems to handle model inference at scale
  • Develop and maintain automated pipelines for model training, testing, and deployment
  • Improve CI/CD practices to enable rapid and reliable model updates to speed up iterative learning
  • Respond to alerts and troubleshoot issues related to model deployment and infrastructure
  • Design and develop robust endpoint APIs to enable software engineers across the product to integrate ML APIs into applications
  • Develop, deploy, maintain and extend new technologies to enable and enhance data scientists' capabilities for every step of the ML model life cycle
Requirements:
  • Bachelor's Degree with 2+ years of experience working in a ML Ops or similar role
  • Strong competency with Python, proficiency with SQL
  • Experience with cloud platforms. Knowledge of Google Cloud Platform and Vertex AI is a plus
  • Experience working in a production environment
Benefits and Perks:
  • A choice between medical plans with an option for 100% covered premiums
  • Fertility and adoption benefits
  • Access to supplemental insurance plans for additional coverage
  • Headspace mindfulness app subscription
  • Retirement benefits with employer match
  • Flexible paid time off
  • 12 to 20 weeks of paid family leave
  • Equity plan for all employees
  • Pretax commuter benefit
  • Education reimbursement
  • Employee donation match to community organizations
  • 6 Global Employee Resource Groups (ERGs)
  • Dog-friendly workplace
  • Free lunch and snacks
  • Private rooftop

Cash Compensation Range: $110,500 – $178,250 USD. The base salary for this position will vary based on job-related criteria including relevant skills, experience, and location, among other factors.

About Boundlessfellows

Boundlessfellows is a design-driven platform helping entrepreneurs build brands and businesses online. We empower millions of customers in more than 200 countries and territories with all the tools they need to create an online presence, build an audience, monetize, and scale their business.



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