Python Developer
Canopy Pte Ltd, Singapore

Canopy (https://canopy.cloud/) is a "make sense of your data" financial technology startup. We provide aggregation, visualization, analytics, and reporting services to financial institutions, wealth managers, and high net-worth individuals.

We are looking for an experienced Python Developer to join our technology team.

Responsibilities

• Writing reusable, testable, and efficient code
• Implementation of a robust set of services and APIs to power the web application
• Training models and tuning their hyperparameters
• Deploying models to production
• Implement and manage CI/CD pipelines
• Manipulating PDF files and writing tools to extract data from them
• Design and integrating tools and services to meet business needs

What makes you a great fit?
Our Stack:

• Python + Django + Pandas + Numpy
• AWS (Batch, EC2, ECS, Lambda, S3, SAM, Step Functions, sagemaker, athena and more!) / Docker
• GraphQL
• PostgreSQL
• PyTorch + Tensorflow + Keras + Sklearn
• OCR, computer vision, Textract, NLP(NLTK, gensim), OpenCV, Scipy, Deep Learning - xgboost, random Forest, pello, machine learning - document classification, object detection in images, text categorisation, model optimization

Requirements

Skills And Qualifications

• Expert in Python, with knowledge of Django web framework and basic libraries for machine learning such as scikit-learn and pandas
• Understanding of fundamental design principles behind a scalable application
• Strong unit test and debugging skills
• Proficient understanding of code versioning tool Git
• Proficiency with deep learning frameworks like TensorFlow, PyTorch, Keras
• Operations or systems administration experience, particularly on Linux
• Experience with Docker
• Experience in serverless architecture
• The ability to rapidly learn and explain technical concepts
• Familiarity with AWS
• Good verbal and written English communication skills
• At least 4+ years of experience

Good to have

• Experience with PDF operations and knowledge of inner workings of a PDF
• Working experience with Agile Methodology and well versed with tools like Jira and Trello

Benefits

You get to work in a dynamic, growing and exciting company brimming with opportunity. We promote a positive, can do culture focused on producing great products for our clients

Job Rewards and Benefits