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2017-03-14FlexibleRemote

Doximity

Sr. Data Scientist (Ads)


Doximity


ads

data science

ads

data science

13d

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Why work at Doximity?
Doximity is rewiring healthcare and is the 6th fastest growing technology company in North America. Here's how clinicians use our products. For us, transparency is key, so ensuring your goals and values align with ours is also an important step. Take a look at how we Work at Doximity.

Fun facts about the data science team:
  • We have access to one of the richest healthcare datasets in the world, with deep information on hundreds of thousands of healthcare professionals and their connections.
  • We build code that addresses user needs, solves business problems, and streamlines internal processes.
  • The members of our team bring a diverse set of technical and cultural backgrounds.
  • Business decisions at Doximity are driven by our data, analyses, and insights.
  • Hundreds of thousands of healthcare professionals will utilize the products you build.
  • A couple times a year we run a co-op where you can pick a few people you'd like to work with and drive a specific company goal.
  • We like to have fun - company outings, team lunches, and happy hours!

Technical Stack
  • We historically favor Python and MySQL, but leverage other tools when appropriate for the job at hand.
  • Machine learning (linear/logistic regression, ensemble-models, boosted-models, clustering, NLP, text categorization, user modeling, collaborative filtering, etc) via industry-standard packages (sklearn, nltk, MLlib, GraphX, NetworkX, gensim).
  • A dedicated cluster is maintained to run Apache Spark for computationally intensive tasks.
  • Storage solutions: Percona, Redshift, S3, HDFS, Hive, neo4j.
  • Computational resources: EC2, Spark.
  • Workflow management: Airflow.

Here's what you can expect
  • Collaborate with a team of product managers, analysts, data engineers, data scientists, and other developers.
  • Construct novel data products that directly improve Doximity’s business and bottom line.
  • Employ statistical methods and machine learning to assess and improve the advertising experience on our platform.
  • Leverage knowledge of recommendation algorithms to improve user experience by personalizing delivered content.
  • Create predictive models to assess the value of potential clients.
  • Think creatively and outside of the box. The ability to implement and test your ideas quickly is crucial.
  • Buy into a fast-paced team at an even faster-growing company!

What we expect
  • M.S./Ph.D. or equivalent experience (4+ years) in Computer Science, Engineering, Statistics, or other relevant technical field.
  • Experience with ad-tech, prioritization models, or ad retargeting preferred.
  • Expert knowledge of probability and statistics (e.g., experimental design, optimization, predictive modeling).
  • Experience with recommendation algorithms and strong knowledge of machine learning concepts.
  • Excellent problem-solving skills and ability to connect data science work to product impacts.
  • Expertise in SQL and Python.
  • Familiarity with AWS, Redshift, Spark.
  • Excellent interpersonal, written, and verbal communication skills.

Your Perks
  • Full medical, vision, dental for you and your family.
  • Stock, pre-IPO stock incentives.
  • 3+ weeks of vacation (another week off during the December Holidays)
  • 401K and flexible spending accounts.
  • Life insurance and disability insurance coverage.
  • Brand new computer.
  • All-company trips in fun places like Beverly Hills, Lake Tahoe, and Puerto Vallarta, Mexico.

About Doximity
  • Doximity is the leading online medical network with over 70% of U.S. doctors as members.
  • Putting a dent in the inefficiencies of our $2.5 trillion U.S. healthcare system.
  • VC-backed startup located in SoMa San Francisco.
  • Strong revenues, real market traction.
  • Launched by Jeff Tangney in 2011; Jeff previously founded healthcare pioneer Epocrates (NASDAQ: EPOC).
  • After the iPhone, Doximity is the fastest adopted product by doctors of all time.
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.

To apply: https://goo.gl/VPZwFV

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