SHI GmbH
Sr. Machine Learning Engineer
The Sr. Machine Learning Engineer will collaborate with cross-functional teams to design, implement, and maintain software solutions using diverse programming languages and technologies. This role involves developing new software features, addressing complex technical issues, maintaining high-quality code, and supporting CI/CD processes. The engineer will also create technical documentation, adapt to changing project requirements, and work both independently and collaboratively in a dynamic environment, demonstrating self-motivation and a strong desire to learn emerging technologies. You will work in the development, deployment, and optimization of machine learning models, working closely with machine learning engineers, data engineers, software development engineers, and stakeholders. Your expertise in advanced analytics and AI/ML practices will enhance customer experience and business operations. Additionally, you will collaborate with business partners to explore innovation opportunities and shape cutting-edge applications. This role demands in-depth knowledge of AI/ML, business strategy, and change management, along with the ability to thrive in a multidisciplinary environment. Role Description Collaborate with cross-functional teams to design, implement, and maintain software solutions using diverse programming languages and technologies Design, develop, and implement new software features or modifications to existing software based on functional requirements Identify and address complex technical issues efficiently through keen problem-solving and critical thinking skills Exhibit a strong desire to learn and explore emerging technologies, tools, and industry trends to enhance knowledge and skills Maintain high-quality code through rigorous code reviews, testing, and debugging processes Ensure stability, efficiency, security, and quality of all shipped code by supporting continuous integration and continuous deployment (CI/CD) processes Support runtime platform maintenance, integration of new features, and release fixes Create and maintain comprehensive technical documentation to ensure knowledge sharing and support continuous development efforts Thrive in a fast-paced and dynamic work environment, readily adapting to changing project requirements and technologies Display self-motivation and take initiative to work independently as well as collaboratively in a team environment, whether remote or on-site Behaviors and Competencies Communication: Can effectively communicate complex ideas and information to diverse audiences and can facilitate effective communication between others. Listening: Can actively engage in listening by asking clarifying questions and providing feedback that shows a deep understanding of the conversation. Presenting: Can design and deliver engaging presentations, adapting the content and style to suit the audience, context, and medium. Adaptability: Can proactively adapt to challenging situations, anticipate changes, and make modifications to meet the demands of changing circumstances. Problem-Solving: Can proactively identify potential problems, initiate preventive measures, and propose and contribute to innovative solutions. Initiative: Can proactively seek out challenges, initiate projects, and contribute to innovative ideas. Prioritization: Can proactively identify high-impact tasks, initiate action plans, and contribute to process improvements. Time Management: Can consistently use time effectively, balance multiple tasks, and meet deadlines. Technical Expertise: Can apply technical knowledge and skills effectively in complex situations and can guide others in the application of technical knowledge and skills. Teamwork: Can lead a team effectively, facilitating cooperation, sharing information, and ensuring that all team members are able to contribute to their full potential. Skill Level Requirements Proficiency in programming languages such as Python, Java, or C++ Extensive experience with machine learning frameworks and libraries like TensorFlow, PyTorch, and Scikit-learn Solid understanding of software engineering principles, including version control (Git), testing, and CI/CD pipelines Strong skills in data preprocessing, feature engineering, and data analysis using tools like Pandas and NumPy Proficiency with platforms such as SageMaker, AWS Glue, Copilot, Chat GPT, and Open AI, and/or Microsoft AI technologies Ability to learn and work with new ML models, and Large Language Models (LLMs) Other Requirements Bachelor's degree in Computer Science, Software Engineering, or a related field, or relevant work experience required Minimum of 5 years of experience in machine learning, with exposure to software engineering best practices 2 years of direct experience using technologies like SageMaker, AWS Glue, Copilot, Chat GPT, or Open AI, and/or Microsoft AI technologies Demonstrated experience in developing and deploying machine learning models in production environments Deep understanding of machine learning algorithms, data structures, and software design principles Ability to travel 10%
The Sr. Machine Learning Engineer will collaborate with cross-functional teams to design, implement, and maintain software solutions using diverse programming languages and technologies. This role involves developing new software features, addressing complex technical issues, maintaining high-quality code, and supporting CI/CD processes. The engineer will also create technical documentation, adapt to changing project requirements, and work both independently and collaboratively in a dynamic environment, demonstrating self-motivation and a strong desire to learn emerging technologies. You will work in the development, deployment, and optimization of machine learning models, working closely with machine learning engineers, data engineers, software development engineers, and stakeholders. Your expertise in advanced analytics and AI/ML practices will enhance customer experience and business operations. Additionally, you will collaborate with business partners to explore innovation opportunities and shape cutting-edge applications. This role demands in-depth knowledge of AI/ML, business strategy, and change management, along with the ability to thrive in a multidisciplinary environment. Role Description Collaborate with cross-functional teams to design, implement, and maintain software solutions using diverse programming languages and technologies Design, develop, and implement new software features or modifications to existing software based on functional requirements Identify and address complex technical issues efficiently through keen problem-solving and critical thinking skills Exhibit a strong desire to learn and explore emerging technologies, tools, and industry trends to enhance knowledge and skills Maintain high-quality code through rigorous code reviews, testing, and debugging processes Ensure stability, efficiency, security, and quality of all shipped code by supporting continuous integration and continuous deployment (CI/CD) processes Support runtime platform maintenance, integration of new features, and release fixes Create and maintain comprehensive technical documentation to ensure knowledge sharing and support continuous development efforts Thrive in a fast-paced and dynamic work environment, readily adapting to changing project requirements and technologies Display self-motivation and take initiative to work independently as well as collaboratively in a team environment, whether remote or on-site Behaviors and Competencies Communication: Can effectively communicate complex ideas and information to diverse audiences and can facilitate effective communication between others. Listening: Can actively engage in listening by asking clarifying questions and providing feedback that shows a deep understanding of the conversation. Presenting: Can design and deliver engaging presentations, adapting the content and style to suit the audience, context, and medium. Adaptability: Can proactively adapt to challenging situations, anticipate changes, and make modifications to meet the demands of changing circumstances. Problem-Solving: Can proactively identify potential problems, initiate preventive measures, and propose and contribute to innovative solutions. Initiative: Can proactively seek out challenges, initiate projects, and contribute to innovative ideas. Prioritization: Can proactively identify high-impact tasks, initiate action plans, and contribute to process improvements. Time Management: Can consistently use time effectively, balance multiple tasks, and meet deadlines. Technical Expertise: Can apply technical knowledge and skills effectively in complex situations and can guide others in the application of technical knowledge and skills. Teamwork: Can lead a team effectively, facilitating cooperation, sharing information, and ensuring that all team members are able to contribute to their full potential. Skill Level Requirements Proficiency in programming languages such as Python, Java, or C++ Extensive experience with machine learning frameworks and libraries like TensorFlow, PyTorch, and Scikit-learn Solid understanding of software engineering principles, including version control (Git), testing, and CI/CD pipelines Strong skills in data preprocessing, feature engineering, and data analysis using tools like Pandas and NumPy Proficiency with platforms such as SageMaker, AWS Glue, Copilot, Chat GPT, and Open AI, and/or Microsoft AI technologies Ability to learn and work with new ML models, and Large Language Models (LLMs) Other Requirements Bachelor's degree in Computer Science, Software Engineering, or a related field, or relevant work experience required Minimum of 5 years of experience in machine learning, with exposure to software engineering best practices 2 years of direct experience using technologies like SageMaker, AWS Glue, Copilot, Chat GPT, or Open AI, and/or Microsoft AI technologies Demonstrated experience in developing and deploying machine learning models in production environments Deep understanding of machine learning algorithms, data structures, and software design principles Ability to travel 10%