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Senior Cloud Infrastructure Engineer
Siemens, Pune, Any
Mendix - the leading low-code application development platform:The Mendix Platform uses visual modeling to abstract long-form coding out of application development. Our customers use Mendix to create and deploy better software for the enterprise, faster. Mendix is collaborative - the people who use the software and the people who build the software work together throughout the development process.Read our Customer Stories to learn more about the wealth of software and solutions global organizations have built with the Platform.At Mendix we strive to maintain a diverse, open, and safe working environment where people can be their true selves. We value every voice, celebrate individuality, and appreciate the diversity of thought and experience. People who work here are driven, smart, and really good at what they do.As this market evolves, we encourage people of all skill levels to work with the platform, both for clients and candidates. Apply today to discover how you can make a meaningful impact with Mendix.The roleIn the role of Cloud Infrastructure Engineer you will be responsible for building, shipping, and maintaining complex infrastructure at scale. The Mendix Cloud hosts tens of thousands of mission-critical customer applications, powering anything from insurance quotes, to ensuring that PostNL can deliver millions of parcels on time.Specifically, you will be part of the team running the core infrastructure powering the Mendix Public Cloud. The Mendix Public Cloud has 4 primary components:- Compute - using Kubernetes and CloudFoundry for our PaaS container orchestration, with AWS EC2 underneath- Database - using AWS RDS- Storage - Amazon S3- Networking - Nginx on AWS FargateOn top of this, there are various microservices, developed in house, that handle provisioning of these services, entitlement, and upgrades. These are written primary in Golang and a couple in Python.The core infrastructure team is responsible for this infrastructure, spread across 10 production deployments across the globe, 24/7, with 4 nines of uptime. Our infrastructure is managed using Terraform (for IaC), GitLab CI and monitored using Prometheus and Datadog. Currently we are in the process of migrating our applications from CloudFoundry to Kubernetes.We're looking for you ifYou are either a strong programmer with good knowledge of infrastructure, or a strong infrastructure engineer who can also code when needed.You have extensive and deep experience (~3 years) with IaaS Cloud Providers. AWS is ideal, but GCP/Azure would be fine too.You have strong programming experience with (ideally) Golang or Python (3+ years).You have experience with running cloud orchestration technologies like Kubernetes and/or Cloud Foundry, and designing highly resilient architectures for these.You have strong knowledge of Unix/Linux fundamentals.You have experience with infrastructure as code tools. Ideally Terraform, but CloudFormation or Pulumi are fine too.You have a DevOps mindset: you build it, you run it.You care about code quality, and know how to lead by example: from a clean Git history, to well thought-out unit and integration tests.You are willing and able to use your technical expertise to mentor, train, and lead other engineersEven better (but not essential!) if you have experience with:CI/CD tooling such as GitLab CIOpen Service Broker APIsCloud Native BuildpacksNetworking fundamentals (subnets, VPN, VPCs, security groups, NATs, etc)Monitoring tools that we use, such as Datadog and PrometheusYou'll help drive digital innovation by:Moving to the most recent technology - moving from CloudFoundry to KubernetesContinually improving our security + operational excellenceRapidly scaling our infrastructure to match our rapidly increasing customer baseContinuously improving the observability of our platform, so that we can fix problems before they occurImproving our automation and surrounding tooling to further streamline deployments + platform upgradeImproving the way we use AWS resources, and defining cost optimization strategiesHere are many of the tools we make use of:Amazon Web Services (EC2, Fargate, RDS, S3, ELB, VPC, CloudWatch, Lambda, IAM, and more !)PaaS: (Open Source) Kubernetes, Cloud Foundry, Docker, Open Service Broker APIMonitoring: Prometheus, InfluxDB, Grafana, DatadogCI/CD: GitLab CI, ArgoCDAutomation: Terraform, HelmProgramming languages: mostly Golang and Python, with a sprinkling of Ruby and LuaScripting: Bash, PythonVersion Control: Git + GitLabDatabase: PostgreSQLWebserver: nginxWe are SiemensA collection of over 377,000 minds building the future, one day at a time in over 200 countries. We're dedicated to equality, and we welcome applications that reflect the diversity of the communities we work in. All employment decisions at Siemens are based on qualifications, merit, and business need. Bring your curiosity and creativity and help us shape tomorrow! We offer a comprehensive reward package which includes a competitive basic salary, bonus scheme, generous holiday allowance, pension, and private healthcare.Siemens Software. Transform the every day.#LI-PLM#LI-Hybrid Salary: . Date posted: 04/01/2024 08:20 PM
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Software Engineer - AI/ML
Siemens, Pune, Any
Siemens Digital Industries Software is a leading provider of solutions for the design, simulation, and manufacture of products across many different industries. Formula 1 cars, skyscrapers, ships, space exploration vehicles, and many of the objects we see in our daily lives are being conceived and manufactured using our Product Lifecycle Management (PLM) software.Position Overview:As a Developer specializing in Machine Learning and Artificial Intelligence, you will play a pivotal role in developing and implementing ML/AI solutions in Teamcenter to solve complex problems. You will work closely with our team of experienced developers and data scientists to design, build, and deploy ML models and AI algorithms that drive business value for our clients. This is an excellent opportunity for a motivated individual to gain hands-on experience in a fast-paced, collaborative environment.Responsibilities: Collaborate with cross-functional teams to understand business requirements and translate them into ML/AI solutions. Design and develop machine learning models and AI algorithms to address specific business challenges. Collect, clean, and preprocess data for training and testing ML models. Implement and optimize ML algorithms and techniques, such as supervised learning, unsupervised learning, and reinforcement learning. Evaluate model performance and conduct experiments to improve accuracy, scalability, and efficiency. Deploy ML models into production environments and monitor their performance in real-world scenarios. Stay up-to-date with the latest advancements in ML/AI technologies and best practices. Requirements: Bachelor's degree in Computer Science, Engineering, Mathematics, or related field. Strong understanding of machine learning concepts and algorithms. Proficiency in Python. JAVA/C++ is good to have Familiarity with machine learning libraries/frameworks such as TensorFlow, PyTorch, or scikit-learn. Familiarity with using Large Language Models, Vector Databases Familiarity with data manipulation and analysis tools such as pandas, NumPy, or MATLAB. Familiarity with Graph Neural Networks Knowledge of software development lifecycle and version control systems (e.g., Git). Excellent problem-solving skills and attention to detail. Strong communication and teamwork abilities.We are an equal opportunity employer and value diversity at our company. We do not discriminate on the basis of race, religion, color, national origin, sex, gender, gender expression, sexual orientation, age, marital status, veteran status, or disability status.We are SiemensA collection of over 377,000 minds building the future, one day at a time in over 200 countries. We're dedicated to equality, and we welcome applications that reflect the diversity of the communities we work in. All employment decisions at Siemens are based on qualifications, merit, and business need. Bring your curiosity and creativity and help us shape tomorrow! We offer a comprehensive reward package which includes a competitive basic salary, bonus scheme, generous holiday allowance, pension, and private healthcare.Siemens Software. Transform the every day.#LI-PLM#LI-Hybrid Salary: . Date posted: 04/08/2024 03:11 PM