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Octave

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Senior Data Engineer

Data EngineerData EngineerFull TimeRemoteSeniorTeam 201-500H1B SponsorCompany SiteLinkedIn

Location

United States

Posted

87 days ago

Salary

$142.6K - $176K / year

Seniority

Senior

Bachelor Degree5 yrs expEnglishPythonPyTorchScikit-LearnSparkSQLTensorflow

Job Description

Senior Data Engineer

Octave

• 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. • Leverage AI tools as a core part of daily work (drafting, research, iteration) to improve efficiency, quality, and decision-making.

Job 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.
  • 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.
  • Comfort using AI tools in day-to-day workflows, with a willingness to continuously rethink and improve how work gets done.
  • Curiosity and openness to experimenting with new tools and approaches; prior experience with AI tools is a plus.

Benefits

  • Health & Wellness: Choose what works best for you with one High Deductible Health Plan (HDHP) and two PPO medical plan options, plus comprehensive Dental and Vision coverage.
  • Medical Support: Enjoy access to a company-sponsored membership with One Medical for convenient, modern care.
  • Retirement: Plan for your future with a 401(k) that offers both traditional and Roth options.
  • Paid Time Off: Time to recharge matters. Take advantage of a generous time off policy, up to 15 paid company holidays, and accrued sick time.
  • Financial Protection: We’ve got you covered with company-paid Life, AD&D, and Disability insurance, plus optional extras like Pet, Legal, and Worksite plans (Critical Illness, Hospital Indemnity, and Accident).
  • Parental Leave (Bonding Time): Growing your family? Full-time employees can take paid bonding leave after 6 months, whether it’s a new baby, adoption, or foster placement. Time off increases with tenure.
  • Growth: Keep learning and leveling up with professional development reimbursement for role-related growth opportunities.
  • Remote Work Stipend: New full-time employees receive a $300 equipment reimbursement to support a home office setup.
  • Internet & Phone Reimbursement: Full-time employees are eligible for a monthly reimbursement of up to $75 for internet and cell phone related expenses.

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