Senior Machine Learning Engineer
Job Description
Working at Goldbelly
Goldbelly empowers the top food makers around the country to sell their specialty dishes (think deep dish pizza from Chicago, iconic Texas BBQ, etc) to food-lovers nationwide. Consumers know we are the marketplace of the best food you can get in the US. Merchants can use our platform to manage sales, fulfillment, reporting and easily create a new revenue stream. We never have to touch the inventory, which allows us to scale rapidly without inventory risk. It's a win-win. We're solving an incredibly complex problem around perishable shipping from numerous endpoints.
Machine Learning Engineering at Goldbelly
Machine Learning team at Goldbelly enhances customer experiences through ML solutions such as product ranking, personalizations, and recommendations. We manage all ML initiatives from ideations to productions, leveraging modern tech stacks such as Kubernetes, PyTorch, Airflow, etc.
As a Senior Machine Learning Engineer, you will be an integral part of bringing users experience to the next level! You will actively participate in building and deploying innovative, production-grade ML services.
Responsibilities
- Collaborate closely with senior engineers, data scientists / analysts, and product managers to improve ML services in recommendations, personalization, etc.
- Develop scalable algorithms and services based on state-of-the-art ML approaches
- Extend the fundamental ML solutions such as product / user embeddings to provide performance improvements across all ML services
- Mentor junior engineers and promote best practices / standards
Qualifications
- Leadership and team player mindset
- Proven ability in ML modeling and engineering, preferably 4+ years of experience
- Comprehensive experience with deep learning frameworks (Tensorflow, Pytorch, etc.) in a production environment
- Strong problem solving skills
- Bonus points for e-commerce experience
- Bonus points for experiences with search, relevance/ranking, natural language processing, and/or recommendation systems
- Bonus points for a MS or PhD in a quantitative field
Benefits
- Solid compensation package
- Comprehensive benefits - medical, dental, and vision
- Company HSA and Dependent Care FSA
- Feel relaxed with super generous paid-time-off
- 25% off Goldbelly
- Grow with us - opportunities for upward mobility
- All of this and much, much more
Date Posted
08/20/2022
Views
5
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