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Careers_GM

Careers_GM is dedicated to transforming the future of mobility with a vision of Zero Crashes, Zero Emissions, and Zero Congestion. The company fosters a diverse and innovative culture, focusing on engineering, technology, and design to create a safer, more equitable world.

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👥 5001-10000💰 $ Secondary Market on 2020-06-03🫂 on 2023-03-03HospitalityTravel AccommodationsPropTechMarketplaceMobile AppsTravel
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🔥 Senior Software Engineer
Posted 2024-10-26

📍 United States

🧭 Full-Time

🔍 Automotive Technology

  • Minimum 7 years of professional software development experience.
  • 7+ years with object-oriented/function scripting languages: Python, Java, C++, Scala.
  • 3+ years of hands-on experience with Big Data Tools: Hadoop, Spark, Kafka.
  • Experience in distributed data processing systems and machine learning.
  • Strong experience in UI development, Restful Web Services, HTML, JavaScript, React/Angular, and CSS.
  • Working knowledge of Azure Cloud Technologies and microservice approaches.
  • Self-starter and quick learner with respect to existing software applications.
  • Strong communication skills and a collaborative mindset.

  • Develop the vision, roadmap and prioritize features that have the maximum business impact.
  • Oversee development teams, ensuring projects are delivered on time and exceed quality standards.
  • Mentor and develop junior engineers.
  • Architect, develop, and maintain high-performance web applications.
  • Partner closely with product managers and designers for user experiences.
  • Establish coding standards and conduct code reviews.
  • Stay informed about industry trends to drive innovation.

DockerPythonSoftware DevelopmentSQLGitHadoopHTMLCSSJavaJavascriptKafkaKubernetesMachine LearningC++JavaScriptAzureAngularReactSparkCommunication Skills

Posted 2024-10-26
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🔥 Staff Data Scientist, Marketing Applied Sciences
Posted 2024-10-12

📍 United States

🧭 Full-Time

🔍 Automotive

  • Minimum seven years of experience developing, deploying, and monitoring performance of statistical, AI, and/or machine learning models.
  • Master’s Degree or Ph.D. in Data Science, Operations Research, Psychometrics, Marketing Science, Finance, (Bio)Statistics, Econometrics, Computer Science, Applied Mathematics, or other quantitative fields.
  • Proficient in Python/R for modeling and SQL/Spark for data, including experience with Pandas, StatsModels, PYMC, TensorFlow, Pytorch, Spark/ML, sklearn, numpy and related packages.
  • Desired expertise in marketing analytics and advanced methods including Generalized Linear Models, panel data, mixed effects with Bayesian techniques, classification and regression trees, and simple regressions.
  • Prior experience with paid, earned, and owned media.
  • Ability to prioritize and manage multiple tasks and projects without sacrificing quality.

  • Work on a cross-functional team to propose and implement high-impact, data-driven solutions to address business challenges across various business units.
  • Apply advanced data-driven modeling techniques to inform decision making and solve complex business problems.
  • Create breakthrough solutions, performing exploratory and targeted data analyses.
  • Undertake preprocessing of structured and unstructured data and monitor model effectiveness.
  • Present complex information using data visualization techniques.
  • Collaborate with diverse technical teams to ensure project deliverables meet business needs and timing.
  • Identify long-term technical innovations while improving execution efficiency.
  • Utilize contextual business knowledge and expertise in advertising and media to drive consumer demand and customer engagement.
  • Exhibit a perspective of constrained curiosity, asking why, and suggesting experimentation to drive incremental impact.
  • Tell succinct, data-driven stories tailored to various stakeholder levels, from analysts to senior executives.
  • Ensure high delivery quality through the creation of internal structures and frameworks to manage accountability and develop staff.

PythonSQLMachine LearningNumpyPyTorchData sciencePandasSparkTensorflow

Posted 2024-10-12
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