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Siemens Digital Industries Software

Generative AI developer - Airport City

Tel Aviv, Israel

The Digital Industry (DI) Division offers a comprehensive portfolio of seamlessly integrated hardware, software, and technology-based services to support manufacturing companies worldwide in enhancing the flexibility and efficiency of their manufacturing processes and reducing the time to market of their products.

We are seeking a skilled Generative AI Developer to design, develop, and implement generative models in the realm of Manufacturing Planning, as well as AI copilots to assist users in various tasks. The ideal candidate will have a strong background in machine learning, deep learning, and artificial intelligence.

A passionate AI Software Engineer who is interested in learning new business domains, making Siemens's users access their work by crafting fast and effective applications and leveraging complex technology to solve hard problems in elegant & simple ways.

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What part will you play?

You'll take end-to-end responsibility for developing product features, from planning to execution for the solution. You'll work on the next generation of Manufacturing Process Planning products and collaborate with cross-company teams to identify problems and solve them.

Key Responsibilities:

Design and develop generative AI models to create new and innovative content.

Develop AI copilots to assist users in tasks, improving efficiency and user experience.

Collaborate with cross-functional teams to integrate generative models and copilots into products and services.

Conduct research to stay updated with the latest advancements in generative AI and apply them to projects.

Optimize and fine-tune generative models and copilots for performance and scalability.

Work on data preprocessing, augmentation, and enhancement techniques to improve model training.

Develop and maintain documentation, including model architecture, training procedures, and evaluation metrics.

Debug and troubleshoot issues related to generative models, copilots, and their deployment.

Participate in code reviews and provide constructive feedback to team members.


Our office is in Airport City - Expect 2-3 days at the office.

Requirements

Bachelor's or master's degree in Engineering\Computer Science (or equivalent).

2 to 4 years of professional experience in AI or Machine Learning.

Proficient knowledge of programming languages such as Python, NodeJS and experience with AI frameworks like TensorFlow, PyTorch, OpenVINO or LangChain

Experience with NLP for training, fine-tuning, and evaluating LLMs.

Understanding the GenAI world and how it works.

Advantage: Experience with programming against GenAI or Large Language Models.

Interpersonal skills

Growth mindset - passionate & eager to learn.

Self-learning - an ability to learn technologies fast and bring them in.

Team player.

Strong analytical skills and ability to clearly define and communicate complex concepts.

Strong communication and collaboration skills.

Excellent verbal and written communication skills in English.


Can you see yourself learning, growing, and succeeding in this exciting position? If so, we want to meet you!

We've got quite a lot to offer. How about you?

Working at Siemens Software

Working at Siemens Software means flexibility - Choosing between working at home and the office at other times is the norm here. We offer great benefits and rewards, as you'd expect from a world leader in industrial software.

We offer great benefits you'd expect from a world leader in industrial software.

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.

Siemens Software. Transform the everyday!

Client-provided location(s): Tel Aviv-Yafo, Israel
Job ID: Siemens_Digital-422746-en-1
Employment Type: Other

Perks and Benefits

  • Health and Wellness

    • Health Insurance
    • Health Reimbursement Account
    • Dental Insurance
    • Vision Insurance
    • Life Insurance
    • Short-Term Disability
    • Long-Term Disability
    • FSA
    • FSA With Employer Contribution
    • HSA
    • HSA With Employer Contribution
    • Fitness Subsidies
    • On-Site Gym
    • Pet Insurance
    • Mental Health Benefits
    • Virtual Fitness Classes
  • Parental Benefits

    • Birth Parent or Maternity Leave
    • Non-Birth Parent or Paternity Leave
    • Family Support Resources
    • On-site/Nearby Childcare
    • Adoption Leave
  • Work Flexibility

    • Flexible Work Hours
    • Remote Work Opportunities
    • Hybrid Work Opportunities
    • Work-From-Home Stipend
  • Office Life and Perks

    • Commuter Benefits Program
    • Casual Dress
    • Happy Hours
    • Snacks
    • Some Meals Provided
    • Company Outings
    • On-Site Cafeteria
    • Holiday Events
  • Vacation and Time Off

    • Paid Vacation
    • Unlimited Paid Time Off
    • Paid Holidays
    • Personal/Sick Days
    • Sabbatical
    • Leave of Absence
    • Volunteer Time Off
  • Financial and Retirement

    • 401(K)
    • 401(K) With Company Matching
    • Pension
    • Company Equity
    • Stock Purchase Program
    • Performance Bonus
    • Relocation Assistance
    • Financial Counseling
    • Profit Sharing
  • Professional Development

    • Tuition Reimbursement
    • Learning and Development Stipend
    • Promote From Within
    • Mentor Program
    • Shadowing Opportunities
    • Access to Online Courses
    • Lunch and Learns
    • Internship Program
    • Work Visa Sponsorship
    • Leadership Training Program
    • Associate or Rotational Training Program