Data Scientist- VLM (Vision Language Model) Job at Capgemini Engineering, Waukesha, WI

VHNCQWlJVExzY0RsNHVPUjcwb1ZvbUplZHc9PQ==
  • Capgemini Engineering
  • Waukesha, WI

Job Description

About the job you’re considering

We are seeking a highly skilled and detail-oriented Vision-Language Models (VLM) Data Scientist/ Vision Data Analyst to join our team. The ideal candidate will have a strong background in computer vision, natural language processing, data analysis, and machine learning.This role involves developing and deploying multimodal AI solutions that integrate vision and language capabilities, analyzing visual data to extract meaningful insights, and collaborating with cross-functional teams to improve our products and services.

Your role

  • · VLM Development & Deployment: Design, train, and deploy efficient Vision-Language Models (e.g., VILA) for multimodal applications. Explore cost-effective methods such as knowledge distillation, modal-adaptive pruning, and LoRA fine-tuning to optimize training and inference.
  • · Multimodal AI Solutions: Develop solutions that integrate vision and language capabilities for applications like image-text matching, visual question answering (VQA), and document data extraction. Leverage interleaved image-text datasets and advanced techniques (e.g., cross-attention layers) to enhance model performance.
  • · Healthcare Domain Expertise: Apply VLMs to healthcare-specific use cases such as medical imaging analysis, position detection, motion detection, and measurements. Ensure compliance with healthcare standards while handling sensitive data.
  • · Efficiency Optimization: Evaluate trade-offs between model size, performance, and cost using techniques like elastic visual encoders or lightweight architectures. Benchmark different VLMs (e.g., GPT-4V, Claude 3.5) for accuracy, speed, and cost-effectiveness on specific tasks.
  • · Data Analysis: Analyze large sets of visual data to identify patterns, trends, and anomalies.
  • Algorithm Development: Develop and implement computer vision algorithms to process and interpret visual data.
  • · Machine Learning: Apply machine learning techniques to improve the accuracy and efficiency of vision-based systems.
  • · Reporting: Create detailed reports and visualizations to communicate findings to both technical and non-technical audiences.

Your skills and experience

  • · Education: Master's or Ph.D. in Computer Science, Data Science, Machine Learning, Electrical Engineering, or a related field.
  • · Experience: 3+ years of experience in machine learning or data science roles with a focus on vision-language models and computer vision. Proven expertise in deploying production-grade multimodal AI solutions.
  • · Technical Skills: Proficiency in Python and ML frameworks (e.g., PyTorch, TensorFlow). Hands-on experience with VLMs such as VILA, or VSS. Strong understanding of image processing techniques and tools.
  • · Analytical Skills: Excellent problem-solving skills and the ability to analyze complex data sets.
  • Communication: Strong written and verbal communication skills. Ability to present complex information clearly and concisely.
  • · Teamwork: Ability to work effectively in a collaborative team environment.
  • · Experience with cloud computing platforms such as AWS or Azure.
  • · Familiarity with data visualization tools like Tableau or Power BI. Knowledge of statistical analysis and data mining techniques.

Job Tags

Similar Jobs

Litton Resource Group

Licensed Clinical Social Worker- LCSW Job at Litton Resource Group

We are seeking a Licensed Clinical Social Worker or a Licensed Marriage and Family Therapist for our clinic near Lake Almanor, CA. This is a full time position with benefits. Hybrid work is an option. Job Qualifications/Job Duties The social worker needs to be licensed... 

Bliss Law Group

Family Law Attorney Job at Bliss Law Group

 ...most curious, the most detail-oriented, the best prepared, and the most willing to outwork the opposing side. Bliss Law Group (BLG) is hiring Family Law Litigators to join our growing team. If you love advocacy, obsess over details, and have a passion for Family Law,... 

TabaPay

Chief Risk Officer Job at TabaPay

Join to apply for the Chief Risk Officer role at TabaPayJoin to apply for the Chief Risk Officer role at TabaPayThe world is moving towards instant digital payments and TabaPay is leading the way. We help thousands of Fintechs in the US and Canada instantly move money... 

Royal Home Care

CUSTOMER SERVICE SUPPORT Job at Royal Home Care

 ...Royal Home Care Services, Inc. is looking for a customer service representative to join our team in our Lehigh County office. This person will drive customer satisfaction by Visiting clients, addressing concerns, communicating with management, addressing questions and... 

McGrath Acura of Morton Grove

Product Specialist Job at McGrath Acura of Morton Grove

 ...with great benefits, and unlimited growth and earning potential -WE WANT TO HEAR FROM YOU! **Entry Level Product Specialist** (no experience needed- we will train you!) - 40 hours a week | $2,500-$4,500**Experienced Sales Professional ** UP TO $8,500+...