Jobs Tagged: Applicant
2 total jobs tagged

Doximity: Data Scientist (Sr.)

The ability to implement and test your ideas quickly is crucial.Technical StackWe 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.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!Your PerksFull 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 computerAll-company trips in fun places like Beverly Hills, Lake Tahoe, and Puerto Vallarta, MexicoAbout DoximityDoximity is the leading online medical network with over 70% of U.S…

Source: 37Signals Job Board

 
 

Doximity: Data Engineer (Sr.)

Take a look at how we Work at Doximity.Skills & Requirements:At least three years experience developing data products using SQL and PythonFamiliarity with data design principles and several ETL frameworksExcellent troubleshooting and problem-solving skillsSolid communication skills, including an ability to convey technical concepts to product team membersExperience building data processing pipelinesExperience with the following technologies is preferred: MPP databases and data warehousing, Airflow, Docker.Experience using any or all of the following technologies is a plus: AWS technologies (Redshift, EMR, ECS), Neo4j, Big Data technologies and stream processing (Hadoop, Hive, Spark, Kafka).5% travel per yearWhat you can expect:Work in a diversified team setting, serve as subject matter expert and lead the data engineering efforts for the Newsfeed and Ads teams.Collaborate with product managers and data scientists to architect pipelines to support delivery of recommendations and insights from machine learning models.Build and maintain efficient data integration pipelines.Target processes that can be automated for quicker turn-around.Maintain and update data refresh/integration catalog.Identify opportunities to outsource and offload appropriately.Technical StackWe historically favor Python and MySQL (leveraging SQLAlchemy), but use other tools when appropriate for the job at hand.A dedicated cluster is maintained to run Apache Spark for computationally intensive tasks.Storage solutions: Percona, Redshift, S3, HDFS, Hive, Neo4j.Workflow management: Airflow.Fun facts about the data teamWe 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.We like to have fun - company outings, team lunches, and happy hours!Your perksFull medical, vision, dental benefitsStock, pre-IPO stock incentives3+ weeks of vacation401KFlexible spending accountsLife & disability coverageGenerous equipment budgetSabbatical policy with paid travel expensesFully stocked kitchenBreakfast and lunch dailyCalTrain passAll-company retreats in fun places like Beverly Hills, Lake Tahoe, and Puerto Vallarta, MexicoTeam Happy HoursAbout DoximityDoximity is the leading online medical network with over 70% of U.S…

Source: 37Signals Job Board