Octave - Sr. Data Engineer, AI/ML
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Requirements
• Bachelor’s degree (or equivalent) in Computer Science, Data Science, Statistics, Engineering or a related field. • 5+ years of experience in data engineering, platform engineering, or ML engineering. • Experience working with major cloud data platforms and tools: • Healthcare, behavioral health, EHR systems, and/or regulated industries. • Specific expertise with: AWS/GCP, dbt, AirflowAirbyte, Redshift/BigQuery. • Proficiency in SQL and Python with strong familiarity towards modern data engineering frameworks, infrastructure, and tooling. • Proficiency with data ops best practices, monitoring, pipeline automation, and CI/CD. • Knowledge of modern compute and ML frameworks/libraries (i.e., Spark, TensorFlow, PyTorch, scikit-learn). • Ability to build production APIs and services, inclusive of MCP servers that expose internal data/services to LLMs. • A collaborative mindset, dependable execution, drive to reflect and improve, and humility to ask questions and learn. • Octave's Company Values: • The below values drive our day-to-day operations. • We’re human beings first. We operate with empathy and kindness – with our clients, with our collaborators, and with ourselves. • We’re human beings first. • People deserve better than status quo. We’re willing to tackle the intractable problems, no matter how big, because someone should. We ask big questions, we craft big solutions, and we challenge ourselves and others to make it happen. • People deserve better than status quo. • No bystanders. No stars. No tourists. Each person has been selected to be here, and with that comes a responsibility to bring your expertise, share your ideas, and help make this company better. • No bystanders. No stars. No tourists. • Partnership paves the path ahead. We don’t operate in a silo, internally or externally. To transform the system, we believe in working with others to create something bigger, better, and stronger. • Partnership paves the path ahead. • Quality is crucial at scale. Quality is core to our business, and we refuse to sacrifice it as we grow. • Quality is crucial at scale. • Progress is a process. In the pursuit of progress, we iterate, reflect, learn, adjust – and always leave things better than we found them. • Progress is a process. • There are people behind every data point. We recognize that numbers tell only one part of the story, and we also do the work to understand impacts at the individual level. • There are people behind every data point. • Prolonged periods sitting at a desk and working on a computer. • Must be able to frequently communicate with others through virtual meeting applications such as Zoom and Google Meet. • Must be able to observe and communicate information on company provided laptop. • Move up to 10 pounds on occasion. • Must be eligible to work in the United States without sponsorship now or in the future.
Responsibilities
• Design, build, and maintain scalable systems for ingestion, transformation, and storage of data, with a focus on testing and observability. • Implement frameworks, tooling, and automation to safely increase development velocity. • Develop foundational end-to-end AI/ML workflows from (1) source ingestion and preparation, (2) training and tuning, (3) experimentation and productionization, and (4) downstream systems integration (EHR modules, micro-services, dashboards). • Support iterative model development and production operations and observability (accuracy, drift, bias, fairness, reproducibility). • Contribute to a culture of continuous improvement, knowledge-sharing and mentoring of peer engineers.
Benefits
• Octave is committed to pay equity. To maintain our commitment to pay equity, Octave will follow Pay Transparency regulations on all open job postings. Current Pay Transparency laws require companies to include a position's salary or hourly wage range (not including bonuses or equity-based compensation) in any internal or external job posting. This requirement extends to job postings published by a third party at an employer's request. • Octave will not discharge or in any other manner discriminate against employees or applicants because they have inquired about, discussed, or disclosed their own pay or the pay of another employee or applicant. However, employees who have access to the compensation information of other employees or applicants as a part of their essential job functions cannot disclose the pay of other employees or applicants to individuals who do not otherwise have access to compensation information, unless the disclosure is (a) in response to a formal complaint or charge, (b) in furtherance of an investigation, proceeding, hearing, or action, including an investigation conducted by the employer, or (c) consistent with Octave’s legal duty to furnish information. • Starting pay for qualified applicants will depend on a combination of job-related factors, which may include education, training, experience, location, business needs, or market demands. The expected salary range for this role is set forth below and this range may be modified in the future. • The salary range for Geo 1 (all states, excluding those in Geo 2 or Geo 3, and D.C.) is $142,600 - $153,100. • The salary range for Geo 2 (CO, HI, MD, RI) is $156,900 - $168,400. • The salary range for Geo 3 (AK, CA, CT, MA, NJ, NY, WA) is $164,000 - $176,000. • All Geos are eligible for equity in the form of stock options. • Additionally, this position is eligible for the following benefits: company sponsored life insurance, disability and AD&D plans. Voluntary benefits such as 401k retirement, medical, dental, vision, FSA, HSA, dependent care and commuter/parking options are also available. Octave offers generous Paid Time Off as well as paid parental leave benefits. • This job description is not designed to cover or contain a comprehensive listing of activities, duties or responsibilities that are required of the employee for this job. Duties, responsibilities and activities may change at any time with or without notice. • How We Use Technology in Hiring: • As part of our hiring process, we may use technology tools, including AI-supported systems, to assist with reviewing applications or documenting interviews. These tools are designed to support our team, not replace human judgment, and final hiring decisions are always made by our team. • Application Instructions: • Please complete the following application. Please note that the U.S. Equal Opportunity Employment Information questions below are used for the purposes of EEOC reporting and are optional to complete. Octave is unable to change these questions and we acknowledge that many of the U.S. Equal Opportunity Employment Information questions are not inclusive or affirming of all aspects of cultural identity. Octave is committed to an inclusive workplace environment, and this information will not inform how we approach hiring or employment.
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