AI Pipeline Engineer

Cyndx is hiring an innovative and dedicated AI Pipeline Engineer! The AI Pipeline Engineer will join Cyndx’s AI Research Team to automate the training and deployment of cutting-edge models in neural embeddings, deep unsupervised learning and financial prediction.

Responsibilities
  • Design and build a fully automated pipeline that converts scraped text from millions of company websites into the document and word embeddings that power our models, combining existing modeling steps into a seamless, scheduled process 
  • Work with novel deep learning-powered preprocessing techniques for cleaning scraped text
  • Automate updates to financial recommendation and prediction algorithms as new structured and unstructured company data and user click data come into our system
  • Adapt models from the AI team and the recent literature to improve upon existing solutions to problems like company disambiguation, relevance scoring and investor classification
  • Deploy the pipeline in the AWS cloud as a real-time production service
  • Assist in real-time support of production services
  • Participate in agile ceremonies such as sprint planning, daily standup, demos, and retrospectives

Technologies
  • Python
  • TensorFlow and Keras
  • CUDA, cuDNN
  • Jupyter, Pandas
  • HDF5, SQL, NoSQL
  • Amazon Web Services
  • Amazon S3
  • Amazon Athena a plus
  • Beautiful Soup/Requests/Scrapy/Selenium a plus

Qualifications
  • 3+ years of experience building and maintaining AI/machine learning pipelines
  • Strong knowledge of artificial intelligence and NLP, including the mathematical underpinnings of these fields
  • Understanding of neural embeddings
  • Experience working with financial data
  • Familiarity with data warehousing and database systems
  • Graduate-level training in linear algebra and familiarity with multivariable calculus a strong plus
  • Experience with web scraping projects a strong plus
  • Master's degree in computer science or engineering; PhD preferred

Perks and Benefits
  • Competitive health care plans (medical, dental and vision)
  • Paid time off and paid holidays
  • 401(k) retirement savings program
  • Complimentary lunch, snacks and drinks
  • Brand new MacBook Pro when you start
  • Dynamic, stimulating and open environment

About Us
Cyndx enables financial transactions through software. We don't simply connect companies with capital, we foster relationships between businesses and investors based on data-driven metrics and algorithms that predict success. We are a low-maintenance, high-performance team. Independence and autonomy is the norm. Our headquarters is located in New York City, where our team of engineers, designers and product managers collaborate to build the future of fundraising.

We are an equal opportunity employer and value diversity at our company. We do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status or disability status.
 

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