Staff Machine Learning Engineer

Staff Machine Learning Engineer

This job is no longer open

At Cerebral, we’re on a mission to improve access to long-term, high-quality mental health care for all. We believe that everyone everywhere deserves to get the care they need. And how are we doing this? By making care convenient and accessible and tackling the stigma that surrounds mental illness.

Since launching in January 2020, we have gone from a team of 5 to over 3,000 team members across the United States and in the United Kingdom working hand-in-hand to transform access to high-quality mental health care at scale. Our team will not stop building, growing, and iterating until everyone, everywhere can access high-quality mental health care without the high cost, long wait times, and stigma. Simone Biles, world champion gymnast, and mental health advocate joined Cerebral as our Chief Impact Officer to help further our mission.

We are the fastest mental health company ever to achieve unicorn status, having raised over $462 million and achieving a valuation of $4.8 billion in under two years. Cerebral’s investors include SoftBank Venture Fund 2, Silver Lake, Access Industries, Bill Ackman, Chris Burch, WestCap, and Oak HC/FT.

It is just the beginning for Cerebral, and we need your help as we transform access to high-quality mental health care in the United States and beyond.

The Role:

  • Technical leader of a project based team within the Data and ML engineering org.
  • Drive the development of scalable data-powered APIs by setting up AWS resources using terraform, kubernetes, docker containers, and github actions
  • Leverage and improve our workflow orchestration toolset using technologies like DBT and Airflow
  • Build streaming data pipelines with Kafka to and from our application ecosystem. 
  • Architect internal application and analytics data models, while applying best practices for read and write performance, as well as scalability and availability 
  • Collaborate with PMs and engineering managers to set sprint plans and timelines
  • Mentor and train your colleagues in data, engineering and ML best practices
  • Diagnose and resolve technical issues with platforms, including data discrepancies in BI tools Looker and Heap, leveraging your custom alerts and tooling in Datadog

Our tech stack:

  • Languages: Python, SQL, Go
  • Tools: AWS, Docker, Kubernetes, Airflow, Terraform, Kafka, Snowflake, Postgres, DBT, Fivetran, Datadog 

Who you are:

  • Deep expertise working with data: Leadership and IC experience with EDA, feature engineering, model development, model deployment and validation in production systems.  
  • Experience with technical leadership of a multidisciplinary team of engineers across backend, infra and data; as well as task management across onshore and offshore teams. 
  • Experience as an IC and architect with cloud computing (preferably AWS), containerization (Docker and Kubernetes), and infrastructure as code (e.g. Terraform)
  • Experience in data modeling, schema design, and sysadmin tasks in relational databases. 
  • Experience building workflow automation tooling and creating DAGs with sensors in Airflow 
  • Experienced in building and managing event-driven ETL pipelines and streaming services
  • Experience developing REST APIs that interface with robust and scalable microservices 
  • Manage releases and deployment, and work with QE and DevOps to automate testing.
  • Comfortable working in an agile development process—and changing the engineering roadmap.
  • Engineer with security and compliance as a foundation

 How your skills and passion will come to life at Cerebral:

  • Passion for data with years of progressive experience as a software engineer and technical lead 
  • Demonstrate superb technical architecture and platform engineering skills along with the ability to switch between technology paradigms in application and analytics ecosystems. 
  • Curious, love to learn and to dig into new technologies, and can pick them up quickly
  • Excellent at communicating - able to explain key concepts in meetings and in writing to stakeholders and teammates from different functions and experience levels
  • Maintain startup grit.  Willingness and desire to take on personal responsibility for the business as a whole and “figure it out”, whether it’s in your exact functional lane or not.
  • Love working with some of the best world-class engineers, product managers, and architects.
  • Excited to expand access and improve outcomes in behavioral and mental health. See this link for more detail on Cerebral’s vision and values

Who we are (our company values):

  • Results and data-driven - we strive to reach our goals by making data-led decisions and focusing on measurable results
  • Take ownership - we hold ourselves accountable to our goals and deliver on our commitments, which fosters trust within our team
  • High velocity - we seek to roll out new initiatives, products, and conditions quickly so that we can see real data-driven results and iterate accordingly
  • Empathy - we expect team members to demonstrate the same level of compassion for one another as we show for our clients
  • Drive mission-driven experimentation - we iteratively experiment with new ideas, products, and services to help serve our clients and advance our mission
  • Provide deep, hands-on leadership - our leaders believe that no task is beneath them, and stay connected to the details of their business and operations

What we offer: 

  • Remote-first model: Work virtually from anywhere in the US
  • Competitive compensation & benefits:
    • Total compensation includes equity/stock options offered to all employees
    • Medical, Dental, Vision, Life Insurance, and 401k provided to all employees
    • Unlimited PTO - we encourage taking the time you need to relax and recharge
  • Impact & brand recognition:
    • Shape the future of the #1 largest and fastest growing online mental health care company in the world
    • Build a platform that is improving the lives and well-being of hundreds of thousands of people (and counting)
    • Join a community of high achievers who have a passion for promoting mental health, including our Chief Impact Officer, Simone Biles!
  • Path to develop & grow:
    • Bi-annual performance reviews & opportunities for promotions - as Cerebral grows, so should you. We build your goals together and forge a career path that is right for you
  • Culture & connectivity:
    • Virtual social events (e.g., monthly happy hours) enable us to build a sense of community and connect on a more personal level
    • Optional in-person company retreats provide an opportunity to augment team-building and celebrate our successes together

Cerebral is committed to bringing together humans from different backgrounds and perspectives, providing employees with a safe and welcoming work environment free of discrimination and harassment.  As an equal opportunity employer, we prohibit any unlawful discrimination against a job applicant on the basis of their race, color, religion, gender, gender identity, gender expression, sexual orientation, national origin, family or parental status, disability, age, veteran status, or any other status protected by the laws or regulations in the locations where we operate. We respect the laws enforced by the EEOC and are dedicated to going above and beyond in fostering diversity across our workplace.

This job is no longer open
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