Machine Learning Engineer
vor 1 Tag
About the Role
We are seeking a highly skilled Machine Learning Engineer to join our team in Zurich. As a key member of our AI-ML team, you will be responsible for developing and deploying machine learning models, working with large datasets, and collaborating with cross-functional teams to solve business problems.
Responsibilities
- Design and implement machine learning solutions using common ML libraries and frameworks
- Choose, improve, and apply various methods from statistics, machine, and deep learning technologies to solve business problems
- Model user data, interests, and online behavior to serve business demands and enable future business models
- Work closely with our data engineering team and other cross-functional teams to develop prototypes for cross-portfolio use cases and support the deployment of models or algorithms into the cloud-native production environment
- Communicate and visualize the value of data by describing findings and techniques to both technical and non-technical audiences
- Stay up-to-date with research and engineering developments, such as TensorFlow, PyTorch, Scikit, and Keras
- Integrate relevant technologies and methodologies to keep our modern technology landscape up-to-date
Requirements
- 8+ years of strong background in machine learning, data science, and software engineering
- Proficient in Python language and experience with various ML toolkits, such as TensorFlow, PyTorch, Keras, and Scikit Learn
- Theoretical understanding of statistical models, such as regression, clustering, and ML algorithms, such as decision trees, random forests, neural networks, etc.
- Strong understanding of cloud computing and cloud AI services
- Experience in deploying AI/ML models in production environments
- Experience in data analytics, feature creation, model selection, and ensemble methods, performance metrics, and visualization
- Experience working with large datasets and distributed computing systems
- Experience in fine-tuning DL models, including LLMs, SLMs
- Knowledge of large language models from OpenAI, such as GPT 3.5, GPT 4, Codex, etc.
- Experience with Vector Stores and RAG pipelines
- Proficient in Data-Modelling Tools
- Proficient in multiple ML deployment strategies, including static and dynamic
- Excellent knowledge of CI/CD pipelines for ML algorithms, training, and prediction pipelines
- Experience in translating ML-based outcomes to business-digestible insights
- Excellent communication skills and experience in managing stakeholders at various levels
- Fluent English skill is a must, German language skill is a significant advantage
Nice to Have
- Knowledge of ML Ops, such as continuous integration, continuous deployment
- Knowledge of full-stack development
- Knowledge of Databricks, Data Mesh
- Knowledge of ETL (Extract, Transform, Load) pipeline
- Familiarity with agile methodologies, such as Scrum or Kanban, and project management tools, such as JIRA/GITLAB
- Experience with frameworks, such as Flask/Django
- Knowledge of Docker containers
About EPAM
EPAM is a leading global provider of digital platform engineering and development services. We are committed to having a positive impact on our customers, our employees, and our communities. We embrace a dynamic and inclusive culture. Here you will collaborate with multi-national teams, contribute to a myriad of innovative projects that deliver the most creative and cutting-edge solutions, and have an opportunity to continuously learn and grow.
-
Machine Learning Engineer
vor 2 Wochen
Zürich, Zürich, Schweiz Lightly AG VollzeitAbout Lightly AGWe are a team of talented developers and researchers in Zurich, Prague, and San Francisco, backed by YCombinator. Our mission is to help companies improve their deep learning models by identifying and working with the most relevant samples only.Job DescriptionWe are looking for an experienced engineer with a passion for deep learning and...
-
Machine Learning Engineer
vor 3 Wochen
Zürich, Zürich, Schweiz Lightly AG VollzeitAbout Lightly AGWe are a team of talented developers and researchers in Zurich, Prague, and San Francisco, backed by YCombinator. Our mission is to help companies improve their deep learning models by identifying and working with the most relevant samples only.Job DescriptionWe are looking for an experienced engineer with a passion for deep learning and...
-
Machine Learning Engineer
vor 2 Wochen
Zürich, Zürich, Schweiz Lightly AG VollzeitAbout Lightly AGWe are a team of talented developers and researchers in Zurich, Prague, and San Francisco, backed by YCombinator. Our mission is to help companies improve their deep learning models by identifying and working with the most relevant samples only.We use a modern stack of PyTorch, Python, Typescript, C++, Rust, React, NodeJS, Docker, Kubernetes,...
-
Machine Learning Engineer
vor 12 Stunden
Zürich, Zürich, Schweiz Migros VollzeitAbout the RoleWe are seeking a highly skilled Machine Learning Engineer to join our Software Engineering Scrum team. As a key member of our team, you will be responsible for further training and improving our document interpretation ML model, ensuring its stability on production.As a product-minded engineer, you will identify opportunities to increase...
-
Machine Learning Engineer
vor 1 Tag
Zürich, Zürich, Schweiz Lightly AG VollzeitAbout Lightly AGWe are a team of talented developers and researchers at Lightly AG, a leading ETH spin-off in the field of machine learning. Our mission is to help companies improve their deep learning models by identifying and working with the most relevant samples only.We are backed by YCombinator and top investors, and our software solutions are built on...
-
Senior Machine Learning Engineer
vor 1 Tag
Zürich, Zürich, Schweiz Visium SA VollzeitAbout Visium SAWe are a pioneering company that enables enterprise executives to define their AI and Data strategy, execute large-scale transformations, and implement AI across operations to ensure their organization becomes future-proof.With expertise in strategy, architecture, cloud engineering, analytics, artificial intelligence, and machine learning, we...
-
Machine Learning Engineer
vor 4 Wochen
Zürich, Zürich, Schweiz Lightly AG VollzeitAbout Lightly AGWe are a software company that specializes in building solutions to help businesses improve their deep learning models. Our mission is to provide innovative software solutions that enable companies to work with large datasets and improve their machine learning models.Job DescriptionWe are seeking an experienced Machine Learning Engineer to...
-
Machine Learning Engineer
vor 2 Wochen
Zürich, Zürich, Schweiz Epam VollzeitAbout the RoleWe are seeking a highly skilled Machine Learning Engineer to join our team in Zurich. As a key member of our AI-ML team, you will be responsible for developing and deploying machine learning models, working with large datasets, and collaborating with cross-functional teams to solve business problems.ResponsibilitiesDesign and implement machine...
-
Senior Data Engineer
vor 3 Wochen
Zürich, Zürich, Schweiz PXL Vision VollzeitAbout the RoleWe are seeking a highly skilled Senior Data Engineer - Machine Learning to join our team at PXL Vision. As a key member of our data engineering team, you will play a crucial role in designing and developing cutting-edge machine learning models and data pipelines that power our digital identity technology stack.Key Responsibilities:Design and...
-
Machine Learning Engineer
Vor 4 Tagen
Zürich, Zürich, Schweiz Lightly AG VollzeitAbout Lightly AGLightly AG is an ETH spin-off that specializes in building software solutions to help companies improve their deep learning models. Our team of talented developers and researchers in Zurich, Prague, and San Francisco is backed by YCombinator and top investors.Job DescriptionWe are looking for an experienced Machine Learning Engineer to...
-
Software Engineer, Machine Learning, Gemini
vor 2 Wochen
Zürich, Zürich, Schweiz Google VollzeitAbout the RoleAs a software engineer at Google, you will have the opportunity to work on cutting-edge technologies that change the way billions of users interact with information and each other. Our products handle vast amounts of data, and we're looking for engineers who can bring fresh ideas from various areas, including information retrieval, distributed...
-
Machine Learning Compiler Specialist
Vor 2 Tagen
Zürich, Zürich, Schweiz IC Resources VollzeitJob Title: Machine Learning Compiler EngineerWe are seeking a highly skilled Machine Learning Compiler Engineer to join our team at IC Resources.About the Role:The successful candidate will be responsible for developing emerging compiler technologies and associated SDKs to ensure robustness and efficiency. This will involve working at the embedded level,...
-
Machine Learning Engineer
vor 4 Wochen
Zürich, Zürich, Schweiz Lightly AG VollzeitAbout Lightly AGLightly AG is a cutting-edge technology company specializing in software solutions for deep learning model improvement. Our innovative approach helps companies tackle the challenges of growing data volumes and limited compute power.We are a team of talented developers and researchers based in Zurich, Prague, and San Francisco, backed by...
-
Senior Software Engineer
vor 4 Wochen
Zürich, Zürich, Schweiz Snyk VollzeitAbout the RoleWe are seeking a highly skilled Machine Learning Engineer to join our team at Snyk. As a key member of our Machine Intelligence team, you will play a crucial role in developing and maintaining cutting-edge machine learning models that drive our code analysis and program understanding capabilities.Key ResponsibilitiesDesign, implement, and...
-
Machine Learning Engineer
vor 4 Wochen
Zürich, Zürich, Schweiz Lightly AG VollzeitAbout Lightly AGWe are a cutting-edge technology company specializing in software solutions for deep learning model optimization. Our mission is to help businesses overcome the challenges of large-scale data processing and improve their AI capabilities.Job DescriptionWe are seeking an experienced Machine Learning Engineer to join our team as a Computer...
-
Machine Learning Engineer
vor 3 Wochen
Zürich, Zürich, Schweiz Lightly AG VollzeitAbout Lightly AGWe are a cutting-edge technology company specializing in software solutions for deep learning model optimization. Our mission is to help businesses overcome the challenges of large-scale data processing and improve their AI-driven applications.Job SummaryWe are seeking an experienced Machine Learning Engineer to join our team as a Computer...
-
Senior Machine Learning Engineer
vor 2 Wochen
Zürich, Zürich, Schweiz LatticeFlow VollzeitUnlock the Power of AI with LatticeFlowLatticeFlow AI is revolutionizing the field of artificial intelligence by developing cutting-edge solutions for mission-critical domains. As a key member of our team, you will play a crucial role in shaping the future of AI.Your RoleWe are seeking a highly skilled Machine Learning Engineer to join our team and...
-
Machine Learning Engineer
vor 4 Wochen
Zürich, Zürich, Schweiz Snyk VollzeitAbout SnykSnyk is a developer security platform that empowers development teams to find, prioritize, and fix security vulnerabilities in code, dependencies, containers, and cloud infrastructure. Our mission is to make the world a more secure place by enabling developers to develop fast and stay secure.Our OpportunityWe're seeking a highly skilled Machine...
-
Machine Learning Architect
vor 4 Wochen
Zürich, Zürich, Schweiz Visium SA VollzeitAbout the RoleWe are seeking a highly skilled Senior Machine Learning Engineer to join our team at Visium SA. As a technical leader, you will be responsible for designing, implementing, and deploying innovative solutions with tangible business impact.Key Responsibilities:Proactively take ownership of projects, making decisions and ensuring successful...
-
Chief Machine Learning Officer
vor 2 Wochen
Zürich, Zürich, Schweiz Luminary Group VollzeitUnlock the Power of Real-World Evidence with Luminary GroupLuminary Group is seeking a visionary Head of Machine Learning to spearhead the development of cutting-edge machine learning solutions for Real-World Evidence (RWE) analysis. As a key member of our esteemed team, you will drive the strategy, innovation, and implementation of machine learning models...
