Siemens

Applied Data Scientist

Siemens$109K — $197K *
Information Technology
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • Bachelor's or Master's degree in Computer Science, Data Science, Artificial Intelligence, or a related field (Preferred).
  • 6-10+ years of experience in relevant fields, including Software Development Life Cycle (SDLC).
  • 3-5 years of experience developing AI applications using large language models (e.g., OpenAI, BERT, GPT-3/4) and natural language processing techniques.
  • Strong foundation in knowledge representation and semantic technologies, including ontologies and SPARQL.
  • Proficiency in Python and experience with machine learning frameworks like TensorFlow or PyTorch.
  • Excellent analytical skills with attention to detail and strong communication abilities.

Responsibilities

  • Develop AI-driven solutions utilizing large language models and semantic technologies.
  • Implement and optimize NLP models and processing pipelines for efficiency and accuracy.
  • Research and apply advancements in knowledge representation and semantic search technologies.
  • Document development processes, architecture, and APIs for maintainability.
  • Collaborate with cross-functional teams to drive innovation in AI applications.

Benefits

  • Flexible work arrangements between home and office.
  • Health and wellness benefits available to employees.
  • Inclusivity and diversity in hiring practices, aiming for equality in the workplace.
Full Job Description
We are seeking an experienced AI Developer with expertise in Large Language Models (LLMs), ontologies, and knowledge graphs to join our team. This role will focus on developing AI-driven solutions that leverage LLMs, ontologies, and semantic knowledge representation to improve knowledge discovery, question-answering, and information retrieval. The ideal candidate will be skilled skilled in:

  • Building scalable and intelligent systems and is passionate about semantic technologies and AI innovation.
  • Implementing and optimizing NLP models, algorithms, and processing pipelines to ensure efficient, scalable, and accurate performance.
  • Researching and applying the latest advancements in knowledge representation, LLMs, and semantic search technologies to enhance the application's capabilities.
  • Documenting development processes, architecture, and APIs to ensure maintainability and knowledge sharing.

Qualifications:
  • Bachelor's or Master's degree (Preferred) in Computer Science, Data Science, Artificial Intelligence, or a related field.

  • 6-10+ years of professional experience in the related fields including Software Development Life Cycle (SDLC)

  • 3 - 5 years of proven experience in developing AI application with large language models (e.g., OpenAI, BERT, GPT-3/4) and natural language processing techniques.

  • Strong background in knowledge representation and semantic technologies, including ontologies, RDF, OWL, and SPARQL.

  • Proficiency in programming languages like Python and experience with machine learning frameworks (e.g., TensorFlow, PyTorch).

  • Excellent analytical and problem-solving skills, with a keen attention to detail.

  • Strong communication skills and the ability to work collaboratively in a cross-functional team environment.

Preferred Skills:

  • Experience with retrieval-augmented generation (RAG) frameworks or applications.

  • Experience with graph databases (e.g., Neo4j, AWS Neptune) and knowledge graph construction.

  • Familiarity with data integration, data cleaning, and linking methodologies.

  • Knowledge of MLOps practices, cloud platforms (AWS, Azure, GCP), and deployment of AI models in production.

  • Familiarity with knowledge base management, content indexing, and search optimization techniques.

  • Understanding of data governance, privacy, and security practices in the context of knowledge graphs and AI.

Compensation & Benefits:

The salary range for this position is $109,800 to $197,700 and this role is eligible to earn incentive compensation (5-10%). The actual compensation offered is based on the successful candidate's job-related skills, experience, and relevant education/training. Siemens offers health and wellness benefits to employees; you can access the benefits available in your country via the link: https://jobs.sw.siemens.com/benefits/

Why us?

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.

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!

Siemens Software. Transform the Everyday

#LI-PLM

#LI-HYBRID

#SWSaaS

You'll Benefit From
Siemens offers a variety of health and wellness benefits to our employees. Details regarding our benefits can be found here: https://www.benefitsquickstart.com/siemens/index.html
The pay range for this position is $109,800 - $197,700 annually. The actual wage offered may be lower or higher depending on budget and candidate experience, knowledge, skills, qualifications, and premium geographic location.

About Siemens

Siemens AG is a German multinational conglomerate company headquartered in Munich and the largest industrial manufacturing company in Europe with branch offices abroad. The principal divisions of the company are Industry, Energy, Healthcare, and Infrastructure & Cities, which represent the main activities of the company. The company is a prominent maker of medical diagnostics equipment and its medical health-care division, which generates about 12 percent of the company's total sales, is its second-most profitable unit, after the industrial automation division. The company is a component of the Euro Stoxx 50 stock market index. Siemens and its subsidiaries employ approximately 385,000 people worldwide and reported global revenue of around €87 billion in 2019 according to its earnings release.
Learn more about Siemens
Size
305,000 employees
Industry
Founded
1847
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