- 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.
- 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.
- Strongcommunication and teamwork abilities.
Software Engineer - Pune, India - Siemens Industry Software (India) Private Limited
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Description
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 Developerspecializing in Machine Learning and Artificial Intelligence, you will play apivotal role in developing and implementing ML/AI solutions in Teamcenter to solve complex problems. You will workclosely with our team of experienced developers and data scientists to design,build, and deploy ML models and AI algorithms that drive business value for ourclients. This is an excellent opportunity for a motivated individual to gainhands-on experience in a fast-paced, collaborative environment.
Responsibilities:
Requirements:
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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