HTC Global Services

HTC Global Services

Machine Learning Engineer

Dearborn, Michigan, USA · full-time

Sponsorship not specifiedDetected 86 days ago
PythonAlgorithmsGitBigQueryAWSGCPAzureCloud PlatformsDockerKubernetesTerraformCI/CDMachine LearningTensorFlowPyTorchscikit-learnSparkData EngineeringData ScienceComputer VisionMLOpsStatisticsProject ManagementAgile

About the role

  • Automate machine learning workflows using DevSecOps principles and practices.
  • Troubleshoot and resolve issues related to system communication, data flow, and data quality.

Responsibilities

  • Collaborate with development and operations teams to implement software solutions that improve system integration and automation of ML pipelines.
  • Design, develop, and manage data flows and APIs between upstream systems and applications.
  • Collaborate with technical and non-technical teams to gather integration requirements and ensure successful deployment of data solutions.
  • Create and maintain comprehensive technical documentation of software components.
  • Implement and enforce the highest standards of data quality and integrity across all data processes.
  • Manage deliverables through project management tools.
  • They also automate and optimize the end-to-end ML model lifecycle using their expertise in experimental methodologies, statistics, and coding for tool building and analysis.
  • Come build new things with us and advance your career.
  • At HTC Global, you ll collaborate with experts, work alongside clients, and be part of high-performing teams driving success together.
  • You ll have long-term opportunities to grow your career and develop skills in the latest emerging technologies.

Requirements

  • Bachelor's degree in Computer Science, Information Systems, or a related field.
  • Experience with version control systems like GitHub for managing code repositories and collaboration.
  • 2+ years of experience with code quality and security scanning tools, such as, SonarQube, Cycode and FOSSA.
  • 3+ years of experience with data engineering tools and technologies, such as, Kubernetes, Container-as-a-Service (CaaS) platforms, OpenShift, DataProc, Spark (with PySpark) or Airflow.
  • Experience with CI/CD practices and tools, including Tekton or Terraform, as well as containerization technologies like Docker or Kubernetes.
  • Familiarity with cloud computing platforms like AWS, Azure, or Google Cloud Platform.
  • Familiarity with Atlassian project management tools (e.g., Jira, Confluence) and agile practices.
  • Experience Required: Bachelor's degree in Computer Science, Information Systems, or a related field.
  • Master's Degree What Makes HTC A Great Place To Build Your Future HTC Global Services wants you to join our team.

Nice to have

  • 5+ years of experience in the automotive industry, particularly in auto remarketing and sales.
  • Master's degree in a relevant field (e.g., Computer Science, Data Science, Engineering).
  • Proven ability to thrive in dynamic environments, managing multiple priorities and delivering high-impact results even with limited information.
  • Exceptional problem-solving skills, a proactive and strategic mindset, and a passion for technical excellence and innovation in data engineering.
  • Experience Preferred: 5+ years of experience in the automotive industry, particularly in auto remarketing and sales.

Skills

  • Google Cloud Platform Cloud Run, Kubernetes, Spark, SonarQube, Google Cloud
  • Excellent problem-solving and analytical skills, with a focus on data-driven solutions.

Benefits

  • Employees in this job function are responsible for designing, building, deploying and scaling complex self-running ML solutions in areas like computer vision, perception, localization etc.
  • At HTC Global Services, our employees have access to a comprehensive benefits package.
  • Develop, build and maintain infrastructure required for machine learning, including data pipelines, model deployment platforms, and model monitoring.
  • Develop and maintain tools and libraries to support the development and deployment of machine learning models.
  • 3+ years of experience in developing and deploying machine learning models in a production environment.
  • Demonstrated commitment to continuous learning and professional development.

Company info

  • These solutions will support the analysis, modeling, and prediction of upstream and downstream auction prices, directly benefiting the Business and Sales Planning Analytics (BSPA) Used Vehicle Analytics team and its customers.

Equal opportunity

  • HTC is an Equal Opportunity Employer and a proud National Minority Supplier.
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This listing is sourced directly from HTC Global Services's careers page and normalized into a canonical job model.