Software Engineer – Data and Machine Learning
OriGene is a gene centric research tool company dedicated to the support of gene functional study and drug discovery. OriGene develops molecular tools, proteins, antibodies to facilitate life science research.
We’re seeking for exceptional Data Engineer to join our team, someone who can not only design machine-based systems, but also think creatively about the human interactions necessary to augment and train those systems.
As an ML Engineer, you will:
Develop data infrastructure to ingest, sanitize and normalize a broad range of internal and external data such as journal citations, clinical trial data, and gene information
Build infrastructure to help us not only scale up data ingest, but large-scale cloud-based machine learning
Work with a range of structured and unstructured data sources
Design innovative data-acquisition and labeling systems, leveraging tools & techniques like crowdsourcing and novel active learning approaches
We are looking for someone who has:
Experience with deep learning frameworks like TensorFlow or PyTorch
Industry or academic experience working on a range of ML problems, particularly NLP
Expert software development skills with a focus for building sound and scalable ML. Working experience with Python, Perl, and etc.
Excitement about taking cutting-edge technologies and techniques to one of the most important and most archaic industries.
A passion for finding, analyzing, and incorporating the latest research directly into the production environment.
Good intuition for understanding what good research looks like, and where we should focus effort to maximize outcomes
Bonus if you have experience with:
Developing and improving core NLP components–not just grabbing things off the shelf or learned from books
Managing large-scale crowd-sourcing data labelling and acquisition (Amazon Turk, Crowdflower, etc.)
Developing systems to do or support machine learning, including experience working with NLP toolkits like Stanford CoreNLP, OpenNLP, and/or Python’s NLTK.
Experience with bioinformatics or statistical analysis tools
If you are interested in joining a fast paced and growing organization, send your cover letter and resume/CV along with salary requirements to email@example.com. Please use “Soft Engineer – Data and Machine Learning” in the subject line when you apply for this position.