وظائف سيمنز برامج الصناعات الرقمية في لاهور, البنجاب, باكستان
AI/ML Senior Engineer
About the job
Job Family
Research & Development
Req ID
383938
**All Industrial AI Systems Team**
Siemens Digital Industry is an innovation leader in automation & digitization. We are part of Technology & Innovation department of Siemens Factory Automation, an international team of dedicated and passionate engineers working on the next generation of pre-products for Industry 4.0. We work on the complete business lifecycle from concept ideation to incubation. We are not tied to specific technology; we build our own technology. We have filed multiple patents for our innovations. Our current portfolio includes a fully managed multi-tier orchestrated industrial IoT Platform and a distributed machine learning flow manager, a no code solution for domain experts & low code solution for data scientists. We work in Machine Learning, Industrial devices and Industrial IoT on the entire stack ranging from Devices & connectivity to Platform services and UI. Our strategic search fields include Industrial grade AI, Industrial IoT & Edge Computing, IT/OT convergence & Digital Twin.
إقرأ أيضا:وظائف في شركات قطاع خاص عبر برنامج التأهيل والإحلال في الهيئة الملكية في الجبيل وينبع وجازان ورأس الخيرKnow About Your Role
In this role, you will be required to:
Design & develop functionality for our new product using technologies like Generative AI & LLMs
Research existing LLMs to find appropriate fit for the team’s need, fine-tuning or retraining existing LLMs available in the opensource
Research different AI related topics which are in the interest of the team to create new product ideas and implement POCs and then translating them to complete product. These topics include Generative AI, Adoption of AI, AI Safety, Easy AI, etc.
Construct jobs & scripts using industry standard toolsets to automate various data querying, loading, aggregating and reporting tasks
Perform data analysis to identify new data sources and to optimize/identify features in existing data sources
Develop and evaluate the performance of predictive statistical models and selecting features, building and optimizing classifiers using machine learning techniques.
Design & development of enterprise scale Intelligent self-healing system including:
Requirement Gathering
Statistical Model Designing & Live deployment in production
Application Design & Implementation
Documentation
**Are You the One? Have a Look and Apply!**
Furthermore, Please See Below Qualification Criteria
إقرأ أيضا:مطلوب مستشار عام لدى شركة العجو القابضة في الرياضWe’re looking for experienced data scientists/machine learning engineers with either a PhD degree in Computer Science or related field with minimum 3 years of industry experience, or an MS degree in Computer Science or related field with minimum of 8 years of industry experience working in the area of Machine Learning and Data Science techniques and understanding the parameters that affect their performance.
4
years of experience with Python, C++, SQL, NoSQL
Good understanding of Deep Learning concepts like Time Series Analysis, Root Cause Analysis, Neural Networks, Supervised Learning, Unsupervised Learning, Regression, Classification, Reinforcement Learning, Knowledge Graphs, Transformers, Generative AI, LLMs
Hands-on experience with one or more of the following ML/DL frameworks: Tensorflow, Tensorflow Lite, Keras, MXNet, PyTorch, KNIME, Data Annotation Tools
Experience with standard build and deployment tools such as Eclipse, Maven, Git/Stash, and Jira.
This Is What Gives You An Edge
Previous experience with LLMs, Generative AI for Images/Vide
Previous experience in the field of Computer Vision
Knowledge of big data technologies such as Apache Cassandra, Apache Spark and experience of building systems that utilize large data sets
The Candidate Shall Have
Passion to build industrial grade software systems using cutting edge AI
Willingness to do hands-on development
Strong problem-solving skills and ability to think outside the box for better solutions with an aptitude for research and innovation in AI/ML and their application
Strong communication skills and comfortable working with geographically distributed teams
Good self-management skills to efficiently work from home whenever required
Willingness to take ownership of the assigned responsibilities and ability to work independently with minimal supervision
**Join to Create a Better Tomorrow with Us!**
At Siemens, we are always challenging ourselves to build a better future. We need the most innovative and diverse Digital Minds to develop tomorrow’s reality. Find out more about the Digital world of Siemens here: www.siemens.com/careers/digitalminds
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, age, marital status, or disability status.
