Job Location: Bangalore
Bolt is on a mission to democratize commerce. Since our founding, weโve relentlessly focused on creating a world class buying experience thatโs available for all online businesses โ not just the giants of retail. Through CheckoutOS and our growing network of tens of millions of shoppers ready for one-click-checkout at the point of inspiration, Bolt is leveling the playing field for retailers and making shopping easy, trusted, and secure for consumers.
The fact that we’re revolutionizing ecommerce is only half of the equation โ weโre also transforming the way we work. At Bolt, weโre committed to working Consciously, and believe in balancing execution with humanity. Our team is driven by the great technical challenges in our path, and by the thrill of creating a new standard for work. Come join us on the adventure today!
The Data Platform team works closely with all teams and cross-functional partners (including product, engineering, and data analysts) to build a foundational data stack powering business analytics.
We are looking for someone to play a mission-critical role in designing and building the machine models (fraud detection, categorization, recommendation, personalization, price analysis, etc) that powers Bolt. This should be someone with experience, creativity, and passion for producing world-class technology. Companies and consumers alike will rely heavily on what you build, and youโll have a ton of trust and responsibility. If challenges excite you, and youโre ready for a large one, let us know.
You will:
- Build production ready machine learning models; your models will be the engine that powers all online commerce through Bolt
- Conduct data analysis to determine which policies we adopt and help inform strategic growth
- Build machine learning infrastructure, data pipelines and production ready services to serve live traffic
- Work with other teams at Bolt to engineer new features for models or new product features that help improve Bolt business
Requirements:
- BS in Computer Science, Computer Engineering, or related field
- 1+ years of experience
- Thorough understanding of machine learning fundamentals and methodologies
- Experience building and deploying machine learning models in an applied setting
- Strong understanding of how to build scalable ML systems supporting online and offline applications
- Experience working with machine learning libraries and frameworks such as scikit-learn, TensorFlow, PyTorch, Spark ML
- Familiarity with best practices of lifecycle management for ML models in industry
- Mastery of a programming language such as Python, Java, Scala
Our stack:
- AWS Lambda for data ingestion and Kinesis Firehose to transport them into S3
- Step functions and Lambdas to coordinate workflows
- AWS Redshift as the data warehouse + Spark on EMR for doing ETL
- Terraform for maintaining infra
- Jenkins & CircleCI for build pipelines
- Postgres RDS is our application database
- Our code base is primarily in Golang & Typescript. However, our data bits are mostly in Python.
Bolt is proud to be an equal opportunity workplace. We are committed to equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity or Veteran status. Pursuant to the San Francisco Fair Chance Ordinance, we will consider for employment qualified applicants with arrest and conviction records. If you have a disability or special need that requires accommodation, please let us know
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