HTC Global Services

HTC Global Services

Machine Learning Engineer

Dearborn, Michigan, USA · Mid · full-time

Sponsorship not specifiedDetected 172 days ago
PythonAlgorithmsGitBigQueryAWSGCPAzureCloud PlatformsDockerKubernetesTerraformCI/CDMachine LearningTensorFlowPyTorchscikit-learnSparkData EngineeringData ScienceComputer VisionMLOpsStatisticsProject ManagementAgile

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odds of building a lasting career here

42Risky
Cap-exempt (no lottery)0
Sponsors this role100
Entry-level history0
PERM / green-card track0
Lottery odds40
Fits your clock70

Thin sponsorship signal and lottery-bound. A low-probability bet with your clock running. Prioritize cap-exempt roles and proven entry-level sponsors first.

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Employer immigration record

from this employer's Department of Labor filings

Green-card filing pattern in this occupation

Context, not a finding about this posting: of this employer's 23 green-card filings in this occupation, 96% were for a worker who already held the job.

Third-party placement is common here

48% of this employer's visa filings place the worker at a client company rather than at the employer itself, across 27 clients. Your visa, salary band and layoff exposure would follow the employer of record, not the client.Most common: State Farm Mutual Automobile Insurance Company · Ford Motor Company · American Family InsuranceFiles as an H-1B dependent employer.

Green-card follow-through: 65%

Of 20 labor certifications old enough to have been used, 7 expired without the employer filing the next step. Median time from filing to decision: 484 days.97% of their filings were for a worker who already held the job.Only certifications past the 180-day window are counted — recent ones cannot have expired yet.

Files H-1B transfers

56 transfer filings in the last year, covering 56 workers. Median labor-condition decision: 7 days. An employer that already files transfers is one that can take over an existing H-1B.

Sourced from Department of Labor LCA, PERM and prevailing-wage disclosure data. Employer matching is by name, so figures may be split across an employer's legal entities. Absence of a filing means none appears in our copy of the data, not that none exists.

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About the role

  • 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.
  • 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.

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.
  • 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.
  • We celebrate differences and believe that diverse cultures, perspectives, and skills drive innovation and success.

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

Benefits

  • 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.
  • Automate machine learning workflows using DevSecOps principles and practices.
  • 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.