ML and Data Engineer

Silicon Valley, CA, United States

Deepcell


Role Location

  • Silicon Valley, CA, United States

Employees

11 - 25 people

Address

1025 Terra Bella Ave Ste B
Mountain View, CA, 94043, US

Tech Stack

  • python
  • Tensorflow
  • C#
  • Google Cloud
  • C++

Role Description

Responsibilities

  • Design, develop, test, deploy, maintain and improve data and ML pipelines.
  • Work closely with data scientists to make improvements to models.
  • Build pipeline to process billions of data points from petabytes of data.
  • Manage project priorities, deadlines and deliverable.

Qualifications

Minimum qualifications:

  • Proficient in Python.
  • Expertise in working with at least one deep learning framework, such as PyTorch, Torch, TensorFlow, Caffe.
  • Experienced in working with ETL pipelines.
  • Strong analytical and problem solving skills.
  • Versed in software engineering best practices (version control, code review process, etc.)

Preferred qualifications:

  • Experienced in cloud providers such as GCP or AWS.
  • Experienced in Software applications testing methodology, including writing and execution of test plans, debugging, and testing scripts and tools.
  • A track record for delivering Machine Learning projects for a product.
  • Excellent written and verbal communication skills.
  • Strong and proactive communication, natural curiosity. Ambition to apply skills to a wide variety of fields
  • Be able and open to pick up new skills, work with 3rd party technologies and devices.-

About Deepcell

Today, most blood-based genetic tests are exploratory and typically followed by an intrusive real diagnostic test. Our blood, however, is a treasure trove of information if handled properly. Truly diagnostic blood tests could dramatically change the way we manage our health personally and our healthcare as a society.

Recent advances in various areas of science and technology have created a possibility for truly diagnostic blood tests. Deepcell is developing a disruptive technology based on AI/ML, microfluidics and genetics that offers a non-invasive blood test with diagnostic-level accuracy.

Company Culture

In one word, we treasure cautious optimist attitude. Optimism alone may result in too much disappointment and too much caution does not get anything done.

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