Tiger Analytics

MLOps Platform Architect

Tiger Analytics

full-time

Posted on:

Location Type: Remote

Location: Remote • 🇺🇸 United States

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Job Level

SeniorLead

Tech Stack

AWSAzureCloudDockerGoogle Cloud PlatformKubernetesPython

About the role

  • - Architect and Build MLOps Platforms: Lead the design and development of end-to-end MLOps platforms from the ground up, ensuring they are scalable, reliable, and secure.**
  • - Client Management: Act as a primary technical point of contact for clients, managing expectations, communicating complex technical concepts clearly, and navigating challenging project requirements to ensure successful outcomes.**
  • - Technical Leadership: Drive the technical vision for the MLOps practice, establishing best practices for model development, deployment, monitoring, and governance.**
  • - Databricks Expertise: Leverage extensive, hands-on experience with Databricks to build and optimize data and machine learning pipelines.**
  • - Cloud Integration: Design and implement solutions on one or more major cloud platforms (AWS, GCP, or Azure), utilizing their native services for data, compute, and machine learning.**
  • - Collaboration: Work closely with cross-functional teams, including data scientists, software engineers, and business stakeholders, to deliver integrated and high-value solutions.

Requirements

  • - 13+ years of professional experience in data engineering, machine learning, or software architecture, with a significant focus on MLOps.**
  • - Proven, hands-on experience in building and deploying production-grade MLOps platforms.**
  • - Demonstrated ability to handle challenging client management scenarios, acting as a trusted advisor and problem-solver.**
  • - Strong expertise with the Databricks ecosystem for building scalable data and ML workflows.**
  • - Extensive experience with at least one major cloud platform (AWS, GCP, or Azure) and its MLOps-related services.**
  • - Deep understanding of the entire machine learning lifecycle, from data ingestion and feature engineering to model serving and monitoring.**
  • - Proficiency in programming languages such as Python and experience with relevant ML libraries.**
  • ****Preferred Qualifications:****
  • - A background in traditional software development or software engineering principles.**
  • - Experience with containerization (Docker) and orchestration (Kubernetes).**
  • - Certification in a relevant cloud platform (e.g., AWS Certified Machine Learning - Specialty, Google Cloud Professional Machine Learning Engineer)
Benefits
  • Significant career development opportunities exist as the company grows. The position offers a unique opportunity to be part of a small, fast-growing, challenging and entrepreneurial environment, with a high degree of individual responsibility.
  • ***Tiger Analytics provides equal employment opportunities to applicants and employees without regard to race, color, religion, age, sex, sexual orientation, gender identity/expression, pregnancy, national origin, ancestry, marital status, protected veteran status, disability status, or any other basis as protected by federal, state, or local law.***

Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard skills
MLOpsdata engineeringmachine learningPythonDatabricksDockerKubernetescloud platformsmodel servingfeature engineering
Soft skills
client managementtechnical leadershipcommunicationproblem-solvingcollaboration
Certifications
AWS Certified Machine Learning - SpecialtyGoogle Cloud Professional Machine Learning Engineer
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