Job Information
Siemens Digital Industries Software Senior Engineer - LLM - AI/ML in Pune, India
Job Family: Research & Development
Req ID: 420443
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.
At Mendix, a leader low-code platform, we use visual modelling to abstract long-form coding out of application development, allowing our customers to create and deploy better software for the enterprise, faster. Our platform is collaborative, with the people who use the software and the people who build the software working together throughout the development process. As a company, 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.
About Role
We are looking for a Machine Learning Engineer with experience in Deep Learning to join Mx Assist group. In this role, you will work in intersection of the two cutting edge areas: AI&ML and low code. Mx Assist group is building cutting edge AI and ML capabilities that change the future of software development. The team is responsible for researching, innovating, and building AI and ML features to integrate with Mendix Platform to empower the developers to develop apps smartly (AI-Assisted Development) with features like features such as (low) code completion and develop smart apps (AI-as-a-Service.) with features such as ML deployment toolkit. Our recent AI and ML innovations have been frequently cited by Gartner and Forrester as evidence of the state of the art innovation in AI-Assisted Software Development.
As a Machine Learning Engineer, you will be a critical part of our growing company, working on a cross-functional team to implement best practices in technology, architecture, and process.
In this role, you will work on AI technologies to enhance low code application development. You will develop and execute based on both short and long-term roadmaps, making effective trade-offs between business impact and a high-quality technical foundation. You will own relationships with other engineering teams and collaborate with other functions within Mendix.
The personality we are searching for in this role:
Enjoy solving challenges by understanding them and deconstructing them into elegant, understandable code
Are able to break challenges down to iteratively build the solution with short feedback cycles
Have a good understanding of core concepts of computer science and apply them regularly
Are persistently curious and have strong analytical skills that help you ask great questions
Are always learning and innovating in your work, staying up-to-date in your field
Will dive deep into existing functionality to refactor and add new functionality
Prefer to work in a team instead of working in isolation
Like to learn from others and coach and mentor to help others be successful
Take responsibility for the quality of your work by identifying risks and testing it
Required:
Professional proficiency in Machine Learning: foundational concepts, metrics, model training, deployment and evaluation.
Professional proficiency in Data Science: foundational concepts of data analysis, model creation, hypothesis checking, model performance analysis and scenarios analysis
Experience with shallow models (Regression, Decision Trees, etc) and Deep Learning (Transformer models and sequence models such as LSTM, RNNs, etc).
Tech Stack (depends on the project):
Languages: One of JVM languages (Java, Scala)
Technologies/Services: Airflow, AWS Infra, Spark, TensorFlow, Pytorch, SciKit, Kubernetes, Terraform
Will be a plus:
Experience with building software design tools or code analysis tools
Strong knowledge and usage of computer science fundamentals, including data structures, algorithms, and object-oriented design, SOLID principles
If you see a job description and think, “I’d be perfect for that” but your experience doesn’t align perfectly with the qualifications – don’t let that hold you back. We’re always eager to hire talented, passionate candidates – so give it a try and apply
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 Siemens
A 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.
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