Senior ML Engineer

4-7 years
8 days ago
Job Description

JOB DESCRIPTION

Data Factory Engineering and Operations Team is responsible for sourcing, transforming, and curating data from structured and unstructured data sources. We are currently on an exciting journey to build unstructured data curation and transformation solution to enrich the consumption of unstructured data for business needs. The unstructured team has a combination of data scientists, machine learning engineers (MLEs) and data engineers. MLEs would be supposed to implement sophisticated machine learning models that can transform unstructured data into a consumable form for business users.

RESPONSIBILITIES

  • Build Deep learning models to understand and derive insights from unstructured data (Multi-modal - text, image, audio, etc.)
  • Develop custom transformer architectures to solve business problems in unstructured space.
  • Understand business needs and come up with an appropriate solution architecture for the use-case
  • Ensure deployment of ML models into production by working closely with data engineers / ML-Ops engineers.
  • Use of test-driven Development and code pairing practices (version control).
  • Collaborate with other product teams on integrations, testing and deployments.

QUALIFICATIONS

  • 4 7 years of overall experience in machine learning with proven experience in deep learning model training and deployment
  • 2+ Years of strong hands-on experience in PyTorch, Hugging face and good understanding of optimizers, learning rate schedulers, etc. Experience in distributed GPU compute is preferable.
  • 4+ years of hands-on experience with Python programming language.
  • Ability to work well in a collaborative, agile development team with business and development partners.
  • Strong team player who is willing to learn, share, teach and lead depending on the situation.
  • Excellent problem-solving and communication skills
  • Good to have!
  • Continuously integrate and deploy developed software modify CI/CD pipeline and scripts as necessary to improve continuous integration practices (Terraform).
  • Experience in Google Cloud Platform (GCS, Big Query, Cloud Run, Cloud Build, Pub/Sub)

JOB TYPE

Function

Skills

distributed gpu compute
big query
learning rate schedulers
gcs
Optimizers
hugging face
pub/sub
cloud run
cloud build

Ford Motor Company (commonly known as Ford) is an American multinational automobile manufacturer headquartered in Dearborn, Michigan, United States. It was founded by Henry Ford and incorporated on June 16, 1903. The company sells automobiles and commercial vehicles under the Ford brand, and luxury cars under its Lincoln luxury brand. Ford also owns Brazilian SUV manufacturer Troller, an 8% stake in Aston Martin of the United Kingdom and a 32% stake in China&#8217&#x3B;s Jiangling Motors. It also has joint ventures in China (Changan Ford), Taiwan (Ford Lio Ho), Thailand (AutoAlliance Thailand), Turkey (Ford Otosan), and Russia (Ford Sollers). The company is listed on the New York Stock Exchange and is controlled by the Ford family&#x3B; they have minority ownership but the majority of the voting power.

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