\nWe are seeking a  Data Scientist ( Python) with the training and curiosity to make big-data discoveries, build the resources necessary to enable those discoveries, to be responsible for coordinating activities. \n\n\n\nResponsibilities\n* Develop end-to-end Python-based production pipelines to serve machine learning models\n* Design and monitor KPIs to monitor the health of our software systems \n* Create data applications using Python web frameworks such as FastAPI to deploy algorithms and models \n* Design and construct analytical and production data marts for reporting & analytics \n* Collaborate with data scientists, business analysts, and management to build our next generation of business intelligence suite \n* Perform ad hoc data analysis using SQL and MongoDB to analyze high-volume, high-dimensionality data from various sources \n* Support and maintain existing data software products, applications and interfaces \n* Write reusable, testable, and efficient code and integrate multiple data sources and databases\n\n\n\nMinimum Qualifications: \n*  Bachelor's or Master’s degree in Computer Science, Data Science, Statistics, or a related field.\n* - 5+ years of experience working with state-of-the-art supervised and unsupervised machine learning algorithms on real world problems.\n* - Strong foundational knowledge in a variety of ML approaches and techniques, ranging from neural nets to Bayesian methods.\n* - Experience in constructing semantic textual similarity pipelines, utilizing embedding techniques and natural language processing.\n* - Expertise in applying LLMs, prompt design, and fine-tuning techniques.\n* - Familiarity with graph and vector databases.\n* - Past experience in with the healthcare industry is a plus.\n\n\n\nTechnology Skills / Strengths\n* Python\n* R \n* DevOps/MLOps \n* MySQL/SQL \n* Flask/FastAPI frameworks \n* Production pipelines \n* MongoDB or other non-relational databases \n* REST API design and microservices \n\n\nSo, if you are a Python/Data Engineer with experience, please apply today!\n\n\n\nA bit of info about who we are: \n\n\nWe are a Bio-IT startup based in San Francisco and India, backed by two of the largest health care institutional investors: 8vc (https://8vc.com/bio-it) and Optum / United Health Group (Fortune #5 company). We are an innovator in clinical research execution and work with some of the largest pharma companies to accelerate their medical innovations to market. We are currently in stealth mode and have a limited web presence, but we have recently raised over $30mn from our Seed/Series A, which is one of the largest funding rounds in our industry. Our founders are successful serial entrepreneurs, with three of their past companies leading to IPOs (VMware, MobileIron) or exits (LexentBio acquired by Roche).\n\n\n\n \n\n#Salary and compensation\n No salary data published by company so we estimated salary based on similar jobs related to Design, Python, API and Engineer jobs that are similar:\n\n $60,000 — $110,000/year\n
\n\n#Benefits\n 💰 401(k)\n\n🌎 Distributed team\n\n⏰ Async\n\n🤓 Vision insurance\n\n🦷 Dental insurance\n\n🚑 Medical insurance\n\n🏖 Unlimited vacation\n\n🏖 Paid time off\n\n📆 4 day workweek\n\n💰 401k matching\n\n🏔 Company retreats\n\n🏬 Coworking budget\n\n📚 Learning budget\n\n💪 Free gym membership\n\n🧘 Mental wellness budget\n\n🖥 Home office budget\n\n🥧 Pay in crypto\n\n🥸 Pseudonymous\n\n💰 Profit sharing\n\n💰 Equity compensation\n\n⬜️ No whiteboard interview\n\n👀 No monitoring system\n\n🚫 No politics at work\n\n🎅 We hire old (and young)\n\n
\n\n#Location\nRemote - US

\nInvitae is dedicated to bringing comprehensive genetic information into mainstream medicine to improve healthcare for billions of people! Our team is driven to make a difference for the patients we serve. We are leading the transformation of the genetics industry, by making clinical-grade genetic information affordable and accessible to guide health decisions across all stages of life.\n\nAs part of the Integrations group, you’ll be working with a distributed team that supports Invitae’s various medical entity integrations with internal systems as well as external vendors and partners. Examples include growing our product catalog support via Electronic Medical Record (EMR) software as well as delivering structured genomic result data to clinical partners.\nWhat you will do:\n\n\n* Help build new features or applications based on business needs\n\n* Contribute to software design discussions\n\n* Write robust, structured, and testable code while also participating in code reviews\n\n* Be a strong communicator and ability to facilitate discussions with non-technical members and collaborators\n\n* Identify root cause of production issues and write tests that provide the proper test coverage\n\n* Be exposed to multiple technology stacks responsible for critically important tasks including electronic order acceptance and results delivery\n\n* Be hands-on with Scala, Python, Redis, REST APIs, Kafka, Kubernetes, HL7, FHIR, and more\n\n* Other duties as assigned\n\n\n\nWhat you bring:\n\n\nTypically 5-8 years of professional experience with 1-2 years in Integrations\n\n* Solid understanding of backend microservice architecture and distributed systems\n\n* Fundamentals of test driven development (CI/CD tooling a plus)\n\n* Passion for professional growth and eagerness to tackle new challenges\n\n* Scala and/or Python familiarity, or equivalent languages\n\n* REST API architecture and troubleshooting\n\n* Hands on experience with databases (MySQL, PostgreSQL, NoSQL, etc.) a plus\n\n* JavaScript/TypeScript familiarity is a plus\n\n\n\nWhat success looks like in this role:\n\n\n* Support the team in developing new features that will enable faster client onboarding and troubleshooting of production systems\n\n* Continuous communication and collaboration with multi-functional teams ensuring we maintain compatibility across different systems\n\n* Dedicated and looking to gain hand-on experience with modern software stacks and methodologies\n\n\n\n\nWe are an equal opportunity employer and value diversity at our company. We do not discriminate on the basis of race, religion, color, national origin, sex, gender, gender expression, sexual orientation, age, marital status, veteran status, or disability status. We will ensure that individuals with disabilities are provided reasonable accommodation to participate in the job application or interview process, to perform essential job functions, and to receive other benefits and privileges of employment. Please contact us to request accommodation.\n\nAt Invitae, we value diversity and provide equal employment opportunities (EEO) to all employees and applicants without regard to race, color, religion, national origin, gender, sexual orientation, age, marital status, veteran status, or disability status. We will consider for employment qualified applicants with criminal histories in a manner consistent with the requirements of the San Francisco Fair Chance Ordinance. \n\n#Salary and compensation\n No salary data published by company so we estimated salary based on similar jobs related to Senior, Excel, iOS, Software, Mobile, Engineer, Git, Education, Ads, Design, Web, React, Jira, Android, Digital Nomad, Cloud, Developer, Legal, InfoSec, Salesforce, Developer, DevOps, Backend, Travel, HTML, Marketing, Sales, Internship, Serverless, Apache, Medical, HR, SaaS, Golang, Analyst, Finance, SEO, Assembly, Node, Accounting, Python and API jobs that are similar:\n\n $70,000 — $120,000/year\n
\n\n#Benefits\n 💰 401(k)\n\n🌎 Distributed team\n\n⏰ Async\n\n🤓 Vision insurance\n\n🦷 Dental insurance\n\n🚑 Medical insurance\n\n🏖 Unlimited vacation\n\n🏖 Paid time off\n\n📆 4 day workweek\n\n💰 401k matching\n\n🏔 Company retreats\n\n🏬 Coworking budget\n\n📚 Learning budget\n\n💪 Free gym membership\n\n🧘 Mental wellness budget\n\n🖥 Home office budget\n\n🥧 Pay in crypto\n\n🥸 Pseudonymous\n\n💰 Profit sharing\n\n💰 Equity compensation\n\n⬜️ No whiteboard interview\n\n👀 No monitoring system\n\n🚫 No politics at work\n\n🎅 We hire old (and young)\n\n
\n\n#Location\nSan Francisco, California, United States

\nRubiconMD is an innovative healthcare company bringing better care at lower costs to providers and their patients across the country. RubiconMD’s mission is to ensure that all patients have access to the care they need, no matter who they are or where they live. It’s no small order, but we achieve it with the right team. That’s why we hire empathetic, passionate, and strong leaders who are looking to make an impact in the world through our core values: Human, Agile, Innovative & Collaborative.\n\nIf you’re passionate about having a positive impact by revolutionizing the healthcare system and democratizing access to care, we’d love to learn more about you!  Our engineering team is located across the US, primarily based in New York City, and throughout Spain.  \n\nKey responsibilities include:\n\n\nChampion end-to-end feature development with participation in system design & architecture, engineering implementation, software release, and technical support\n\nShare and be open to learn from your peers via pair programming, technical writing, code reviews, architecture discussions, and active engagement with stakeholders\n\nMake explicit tradeoffs between technical implementation directions, and strive to clearly communicate to your peers what data drove you to make these choices\n\nIdentify and advocate for opportunities to improve the performance, reliability, and scalability of technical stack and processes\n\nBuild accessible, secure, and performant software solutions in a highly regulated healthcare environment. These may include on platform features, internal support tooling, mobile applications, and third party integrations\n\n\n\n\nAbout our stack:\n\nEverything's up for debate but we want to leave you with a good idea of what tools we are using today. While keeping our current tool box up to date, we are open minded about trying new technologies and ideas that may better fit our needs.\n\nAt the highest level, our Ruby on Rails backend is hosted in AWS with our Angular frontend being served through a CDN. We process tasks asynchronously and leverage a frontend cache to help reduce network calls against our GraphQL APIs. Our Data Science team works off of a data lake, pulling dataframes into python for reporting and analytics.\n\nThis is the general idea and we’re happy to jump into all the details with you!\n\nDesired skills and experience:\n\n\nWe are using Angular 13 which means we hope you’ve had strong experience in TypeScript with modern web frameworks that utilize the virtual dom, change detection, and have explored Observables / Streams.\n\nWhen things get tough, we count on you to jump into the Chrome Debugger and utilize your underlying experience in JavaScript, HTML, and best practices using CSS.\n\nWe favor reusability, and share libraries across projects. You should have opinions on defining and maintaining shared resources and both internal and external libraries.\n\nIn delivering robust software, we expect you to bring some opinions about clean code, testability, and design patterns.\n\nWe use GraphQL as a query language for our API between frontend and backend. You should have experience utilizing APIs and designing contracts between engineering teams.\n\n\n\n\nHow we work:\n\nWe use scrum to organize into delivery teams which are autonomous, and responsible for holistically delivery features and pilots to our users. Our teams include fullstack, frontend, and backend engineers. We round out the team with a dedicated Scrum Master and Product Owner. These teams operate on a two-week sprint.\n\nAdditionally we have DevOps and Data Science teams providing support and insight across team functions.\n\nOur Hiring Philosophy:\n\nRubiconMD’s founding mission is to democratize medical expertise, so that all patient populations have access to the care they need. In order to deliver on this, we focus on empowering primary care providers, who we believe are the key to a thriving, equitable health care system. It’s no small order, but we can achieve it with the right team. That’s why we hire people with drive and leadership, who are also highly accountable—to each other, to the providers we serve, and to the impact we exist to make.\n\nRubiconMD is an equal opportunity employer and prohibits discrimination against persons of any kind on the basis of race, color, religion, gender, sexual orientation, nation of origin, age, disability, and genetics.\n\n**COVID-19 vaccination is a condition of employment for US employees unless there is a legally protected reason for an accommodation. \n\n#Salary and compensation\n No salary data published by company so we estimated salary based on similar jobs related to Software, DevOps, Python, Typescript, Angular, Ruby, API, Mobile, Medical, Engineer and Backend jobs that are similar:\n\n $70,000 — $120,000/year\n
\n\n#Benefits\n 💰 401(k)\n\n🌎 Distributed team\n\n⏰ Async\n\n🤓 Vision insurance\n\n🦷 Dental insurance\n\n🚑 Medical insurance\n\n🏖 Unlimited vacation\n\n🏖 Paid time off\n\n📆 4 day workweek\n\n💰 401k matching\n\n🏔 Company retreats\n\n🏬 Coworking budget\n\n📚 Learning budget\n\n💪 Free gym membership\n\n🧘 Mental wellness budget\n\n🖥 Home office budget\n\n🥧 Pay in crypto\n\n🥸 Pseudonymous\n\n💰 Profit sharing\n\n💰 Equity compensation\n\n⬜️ No whiteboard interview\n\n👀 No monitoring system\n\n🚫 No politics at work\n\n🎅 We hire old (and young)\n\n