Manager, Engineering Data & Analytics

Manager, Engineering Data & Analytics

  • Rally Health
  •  San Francisco, California


Rally Health is all about putting health in the hands of the individual. It’s our mission, and it drives everything we do, which is to empower people with easy-to-use online and mobile tools that help them take charge of their health and health care, from improving their diet and fitness to selecting health benefits, and choosing the right doctor at the right price for their needs.

Our culture is built on a deep and sincere commitment to helping people live healthier lives. To do this, we are committed to innovating at every level. As our president and COO David Ko says, “We are a company that continuously innovates. It cannot end. It has to be in everything we do, which means that some of the things we’re going to do are not going to work – and that’s okay. We’re not trying to build something that is churn and burn. We’re building something that follows consumers over their lifetime.”


  • Design, development, implementation and support of critical enterprise E2E Business Intelligence ETL solutions in Hadoop, sourcing data from HDFS, Amazon Redshift, MongoDB or Postgres environments and utilizing Python, Spark, and Hive.
  • You will handle the product's or project’s conception, design initial product specifications and lead scheduling, estimating and securing of resources, as well as provide technical guidance to other internal and external teams
  • Help to train new employees and stay ahead of industry trends and issues
  • Maintain business partner engagement and setting expectations
  • Assess current processes and recommending changes as needed
  • Document and communicate technical specifications to ensure that proper and optimized techniques, queries, data standards and final outputs are understood and incorporated into data and analytics processes
  • Participate in business analysis activities to capture required reporting and dashboard requirements
  • Translate business requirements into specifications that will be used to implement the required user-friendly environments, reports and dashboards, built from potentially multiple data sources

Qualifications / Experience

  • Advanced working knowledge and ability to write complex SQL and HQL queries in a HDFS environment
  • Extensive hands-on experience working with Python and PySpark for the purposes of data transformations and ETL
  • Strong familiarity with Kimball, OLAP, and EDW data design methodologies
  • 8+ years experience in ETL, Data Engineering, or BI fields with concentration on data transformations
  • Understanding of various data extraction and transformation techniques with data sourced in HDFS, MongoDB, and Postgres
  • Working familiarity with Pentaho, Airflow, or Oozie
  • Knowledge of Scala is a bonus
  • Familiar with Data Visualization standard methodologies
  • Ability to succeed in a dynamic, Agile environment
  • Strong prioritization and time-management skills
  • Dedication to team goals that include support of live 24/7 production systems
  • A consummate collaborator, able to establish good relationships with technical, product, and business owners
  • A champion of quality, able to QA and vouch for the integrity of the report output
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Rally Health
Type Private
Size 1 to 10 employees
Rally Health, Inc. is a consumer-centric digital health company that makes it easy for individuals to take charge of their health and collaborates with health plans, care providers, and employers to engage consumers. The company’s flagship offering is Rally®, a digital health platform featuring a suite of online and mobile solutions that help people manage their health and health care needs: Rally Engage℠ focuses on personalized health and well-being support; Rally Choice℠ is a health benefits marketplace; and Rally Connect℠ offers care provider search and cost transparency. More than 30 million consumers have access to the Rally platform through more than 200,000 employers, and payers such as UnitedHealthcare, BlueCross BlueShield of South Carolina, Health Alliance, and others. With offices in Washington, D.C., San Francisco, Chicago, Minneapolis and Denver, the team behind Rally Health has been working together since 2010 to transform the consumer health industry. For more information, please visit
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