Machine Learning Platform Engineer
Role details
Job location
Tech stack
Requirements
Do you have a Bachelor's degree?, * Excellent software design, development and debugging skills in the context of ML systems
- Proven track record of developing highly available systems which deal with large amounts of data
- Working knowledge of ML fundamentals
- Strong communications and interpersonal skills.
- A genuine passion for learning new things and helping colleagues improve.
- Ability to travel as needed, * Bachelors' degree in a technical field such as computer science or equivalent experience.
- 4+ years of relevant industry experience
- Experience with Python, C++ or equivalent combined with a proven track record of learning on the job
- Experience with machine learning platforms and infrastructure
Preferred Qualifications
- Experience building large scale production machine learning systems or data pipelines
- Experience with Docker, Kubernetes, Istio/Envoy, NoSQL solutions, Memcache/Redis, Google/AWS services
- Experience with Tensorflow, PyTorch, or related deep learning frameworks
- Experienced in MLOps: managing production machine learning lifecycle
- Familiarity with Metaflow, Airflow, Kubeflow or similar workflow orchestration framework
Benefits & conditions
At Snap, we believe that having a team of diverse backgrounds and voices working together will enable us to create innovative products that improve the way people live and communicate. Snap is proud to be an equal opportunity employer, and committed to providing employment opportunities regardless of race, religious creed, color, national origin, ancestry, physical disability, mental disability, medical condition, genetic information, marital status, sex, gender, gender identity, gender expression, pregnancy, childbirth and breastfeeding, age, sexual orientation, military or veteran status, or any other protected classification, in accordance with applicable federal, state, and local laws. EOE, including disability/vets. Our Benefits : Snap Inc. is its own community, so we've got your back! We do our best to make sure you and your loved ones have everything you need to be happy and healthy, on your own terms. Our benefits are built around your needs and include paid parental leave, comprehensive medical coverage, emotional and mental health support programs, and compensation packages that let you share in Snap's long-term success!