Senior Machine Learning Engineer
: Job Details :


Company : Deep Labs


Job Location : Belfast, UK


Posted on : Fri, 31 Jul 2020 21:25:25 GMT


Job Description :

Position Overview:

Deep Labs is seeking an experienced Senior Machine Learning Engineer to join our growing AI team, to design and build solutions for some of our client's most challenging problems. The ideal candidate will have a strong background working with data, experience building and running large-scale production-grade machine learning (ML) and deep learning (DL) platforms, and will collaborate daily with Data Scientists and Data Engineers as part of a fast-paced, product-driven technology team. This role reports to the VP, Data Science & Engineering.


Responsibilities:

  • Develop data pipelines to integrate new sources into the Deep Labs platform
  • Develop solutions to train and test models at-scale
  • Work closely with data scientists to help transition models to production
  • Design, build and manage processes to deploy production models and monitor their quality and performance over time
  • Measure and optimize the performance of large-scale model training and inference workloads
  • Develop and manage governance processes for both datasets and models
  • Drive ongoing development of the Deep Labs AI platform

Experience:

  • Minimum 2 years of experience in a dedicated machine learning engineer role required; in one or more of the following industries: finance, payments, banking, risk, fraud, identity or behavioral analytics a plus
  • Experience using open-source machine learning and deep learning frameworks (e.g. Tensorflow, PyTorch, Keras, SparkML).
  • Proficient in developing code in one or more of: Python, Go, Scala, Java or R
  • Experience working in public cloud environments (preferably Google Cloud or AWS)
  • Experience with Linux OS, Docker & Kubernetes

Education: Degree-level qualification in computer science, mathematics, or related discipline


Specific Skills:

  • Knowledge and experience of good software engineering practices (e.g. SDLC, version control, testing, instrumentation/logging, security, etc.)
  • Keen interest and desire to stay abreast of the latest developments in AI research and industry
  • Demonstrated ability to take initiative and interact within a global team environment
  • Strong analytical and quantitative skills; strong attention to detail

Why Deep Labs?

At Deep Labs there is tremendous potential to learn and grow, while also contributing to policies, decisions, and the direction of the company. We offer competitive compensation and benefits, and provide a highly open, honest, and fun work environment.


Our company is committed to equal employment opportunity. We will not discriminate against employees or applicants for employment on any legally-recognized basis [ protected class ] including, but not limited to: age, race, gender, pregnancy, religion or creed, color, national origin, sexual orientation, disability, genetic characteristics, military or veteran status, uniform service member status or any other protected class under federal, state or local law.




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