(Senior) ML-Ops Engineer
Vor 5 Tagen
Position Description As a (Senior) ML-Ops Engineer, you will play a crucial role in building and maintaining the infrastructure and processes required to support machine learning operations. You will be responsible for curating datasets, evaluating machine learning models using key performance indicators (KPIs), validating, deploying and monitoring models, and ensuring their seamless integration into production systems (embedded and Cloud). Additionally, you will design and implement CI/CD pipelines for machine learning, automate ML infrastructure and operations, and utilize cloud-based solutions, such as AWS with Terraform, to enhance scalability and efficiency. This position requires a proactive individual with a strong foundation in ML-Ops practices, cloud platforms, and automation tools. In this role, you will: Provide a dataset infrastructure and implement interfaces to support machine learning model development and training Deploy machine learning models into production environments and develop versioned rollout strategy on-device and in the cloud Ensure maximum availability of ML-Models in the cloud at an appropriate scale Gather and provide KPIs for a productive running model for continuous quality checks by the ML-Engineers Design, develop, and maintain CI/CD pipelines to streamline ML model development and deployment workflows Automate repetitive and manual processes involved in machine learning operations to improve efficiency Implement and manage in-cloud ML-Ops solutions, leveraging Terraform for infrastructure as code What you will need to succeed: Minimum 1 to 2 years of proven experience in ML-Ops, including end-to-end machine learning lifecycle management Familiarity with MLOps tools like MLFlow, Airflow, Kubeflow or custom implemented solutions. Experience designing and managing CI/CD pipelines for machine learning projects with experience in CI/CD tools (e.g., Github actions, Bitbucket Pipelines) Proficiency in building ML-Pipelines for productive use IaC (Infrastructure as Code) coding experience for provisioning relevant resources locally and in the cloud. Basic ML-knowledge is a plus Strong programming skills in Python Strong verbal and written communication skills in English Cinemo is a global provider of highly innovative infotainment products that make every screen an opportunity. Its range of award-winning, fully integrated, low-footprint digital media offerings combine high performance with high quality and are truly system agnostic. Whether embedded, as mobile apps or through the cloud, Cinemo supports all digital media scenarios for any industry and any device. Its product portfolio is designed and built to deliver excellence, accelerate time to market, and lower TCO for its clients while creating digital media experiences that matter. Founded in 2008, and with a strong history of industry firsts, Cinemo is the partner of choice for more than 40 market-leading OEMs and over 20 tier-1s. The company works with the top high-tech and consumer electronic companies as well as global music and video content providers. Cinemo’s global team of 300+ innovative thinkers from 40 nationalities continuously delivers groundbreaking innovation.
-
ML-Ops Engineer
vor 2 Wochen
Karlsruhe, Baden-Württemberg, Deutschland Cinemo GmbH Vollzeit 60.000 € - 120.000 € pro JahrPosition DescriptionAs a (Senior) ML-Ops Engineer, you will play a crucial role in building and maintaining the infrastructure and processes required to support machine learning operations. You will be responsible for curating datasets, evaluating machine learning models using key performance indicators (KPIs), validating, deploying and monitoring models,...
-
(Senior) ML-Ops Engineer
vor 3 Wochen
Karlsruhe, Deutschland Cinemo GmbH VollzeitPosition Description As a (Senior) ML-Ops Engineer, you will play a crucial role in building and maintaining the infrastructure and processes required to support machine learning operations. You will be responsible for curating datasets, evaluating machine learning models using key performance indicators (KPIs), validating, deploying and monitoring models,...
-
(Senior) ML-Ops Engineer
Vor 3 Tagen
Karlsruhe, Deutschland Cinemo VollzeitPosition DescriptionAs a (Senior) ML-Ops Engineer, you will play a crucial role in building and maintaining the infrastructure and processes required to support machine learning operations. You will be responsible for curating datasets, evaluating machine learning models using key performance indicators (KPIs), validating, deploying and monitoring models,...
-
Senior ML/AI Engineer
Vor 7 Tagen
Karlsruhe, Deutschland IONOS SE VollzeitSenior ML/AI Engineer (w/m/d) - Data Science bei unserer Tochtergesellschaft IONOS SE in Karlsruhe Vollzeit | Unbefristet Kennziffer: I-1079 teilen facebook LinkedIn Twitter Xing E-Mail drucken Über uns IONOS ist der führende europäische Digitalisierungs-Partner für kleine und mittlere Unternehmen (KMU). IONOS hat mehr als sechs Millionen Kundinnen und...
-
(Senior) AI/ML Engineer
vor 3 Wochen
Karlsruhe, Deutschland Cinemo GmbH VollzeitPosition Description As a (Senior) Software Engineer at Cinemo, you will play a critical role in the development and enhancement of our AI/ML powered applications for wide range of automotive hardware and OS platforms such as Android Automotive OS (AAOS) and Linux. Your primary responsibility will be to design, develop, and maintain high-quality Cinemo’s...
-
Senior ML/AI Engineer
vor 7 Stunden
Karlsruhe, Baden-Württemberg, Deutschland IONOS SE VollzeitBei IONOS arbeitest Du bei dem führenden europäischen Anbieter von Cloud-Infrastruktur, Cloud-Services und Hosting-Dienstleistungen partnerschaftlich mit unterschiedlichen Teams zusammen. Wir bieten Dir eine Perspektive in einer der zukunftssichersten Branchen. Uns zeichnen offene Arbeitsstrukturen, Duz-Kultur und flache Hierarchien mit unvergleichlichem...
-
(Senior) AI/ML Engineer
Vor 7 Tagen
Karlsruhe, Deutschland Cinemo GmbH VollzeitSalary: 85.000 - 100.000 per year Requirements: What you will need to succeed:Experience in the areas of NLP, Machine Learning, Deep Learning, Data PreprocessingExperience with state-of-the-art Transformer architectures (BERT, GPT-3, T5) and state-of-the-art LLMs (Gemini, GPT-4, Llama3, Mistral)Deep knowledge and experience in model training, model...
-
(Senior) AI/ML Engineer
Vor 5 Tagen
Karlsruhe, Deutschland Cinemo GmbH VollzeitPosition Description As a (Senior) Software Engineer at Cinemo, you will play a critical role in the development and enhancement of our AI/ML powered applications for wide range of automotive hardware and OS platforms such as Android Automotive OS (AAOS) and Linux. Your primary responsibility will be to design, develop, and maintain high-quality Cinemo’s...
-
(Senior) AI/ML Engineer
Vor 7 Tagen
Karlsruhe, Deutschland Cinemo GmbH VollzeitSalary: 85.000 - 100.000 per year Requirements: What you will need to succeed:Experience in the areas of NLP, Machine Learning, Deep Learning, Data PreprocessingExperience with designing prompts for state-of-the-art LLMs (e.g., Gemini, GPT-4, Llama3, Mistral) in order to get desired resultsHands-on experience with in-context-learning, few-shot-learning and...
-
(Senior) AI/ML Engineer
vor 3 Wochen
Karlsruhe, Deutschland Cinemo GmbH VollzeitPosition Description As a (Senior) Software Engineer at Cinemo, you will play a critical role in the development and enhancement of our AI/ML powered applications for wide range of automotive hardware and OS platforms such as Android Automotive OS (AAOS) and Linux. Your primary responsibility will be to design, develop, and maintain high-quality Cinemo’s...
