ScrumLaunch is a digital product management, strategy and software development consulting firm. We help startups find product/market fit by focusing on lean development and design thinking. Our team is from all over the world and we are headquartered in Los Angeles.
21 лютого 2022

Python Developer (вакансія неактивна)

віддалено

We are looking for a Python/Machine Learning Engineer to join our team!

We are looking for a Python/Machine Learning Engineer that will own the build and maintenance of data and ML pipelines. If you have no machine learning experience, we will teach. At the core of a product is invoice digitization to transform invoice data, for example, locked away in PDFs, into a rich and clean digital data asset.

Responsibilities:

— Perform inference using existing NLP and computer vision mode;
— Use human-in-the-loop annotations to automatically retrain and deploy updated models;
— Monitor and maintain the models in production over time;
— Refactor code form data scientists to push into production;
— Architect and deliver new pipelines to enrich invoice data from our machine learning models;
— Make models available as APIs.

Requirements:

— 3+ years of Python and SQL;
— Experience with AWS (S3, Lambda, API Gateway, SageMaker, Step Functions)
— Experience with debugging;
— Organized with a high attention to detail;
— Ensure application performance, uptime, and scale, maintaining high standards of code quality and thoughtful application design;
— Good written and verbal communication skills;
— Upper Intermediate English level.

Additional:

— Experience with СV(Computer Vision) libraries: OpenCV, Tensor, Keras, scikit-image;
— Building ETL/ML pipelines with GCP, AWS, Dataricks etc;
— Working and building APIs;
— Experience of main machine learning algorithms (classification, regression, prediction);
— Experience with NLP libraries, such as scikit-learn, PySpark, spaCY, NLTK, TextBlob.

We offer:

— Opportunity to grow as an expert;
— Regular results-based salary review;
— Flexible working conditions;
— 24 days of paid vacation;
— 10 sick days;
— Office in the city center;
— Friendly and open-minded team;
— English classes;
— Relax and fun zones.