Senior Data Scientist | Generative AI

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Overview of Wellhub

Wellhub, previously known as Gympass, is a corporate wellness platform established in 2012 and headquartered in NYC. The company focuses on promoting employee wellbeing by connecting them with various partners providing services in fitness, mindfulness, therapy, nutrition, and sleep. This innovative platform aims to offer a comprehensive solution at a cost-effective price, making it an appealing choice for organizations prioritizing their employees' health.

Job Opportunity

The current job listing is for a Senior Data Scientist focusing on Generative AI. This remote position is open exclusively to candidates located in Portugal. Wellhub seeks individuals ready to contribute to the company's mission by marrying data science with the ethos of wellbeing and wellness at the workplace.

Key Responsibilities

The Senior Data Scientist role involves a range of responsibilities aimed at enhancing data interpretation and machine learning capabilities. Here are the major duties associated with this position:

• Multimodal Extraction: Use advanced tools such as OCR (Optical Character Recognition), vision-language models, and document understanding frameworks to analyze various input types.

• Prompt Engineering: Develop strategies utilizing Large Language Models (LLMs) to manipulate and convert unstructured data into structured formats, aiding in analytics and operational processes.

• Data Quality & Structuring: Clean and validate diverse datasets to create useful schemas suitable for training and analytics workflows.

• Content Filtering: Establish and implement standards for cleaning data to ensure accuracy, mitigate bias, and comply with ethical guidelines.

• Human-in-the-Loop Feedback: Innovate feedback loops wherein experts validate and enhance the data, bolstering the reliability of information.

• Scalability & Optimization: Design cost-effective, high-throughput data pipelines capable of accommodating incomplete or noisy information sources.

• Research & Prototyping: Stay at the forefront of research by experimenting with emerging technologies in the field of LLM and multimodal applications,

• Collaboration: Work closely with data engineers and fellow data scientists to assimilate collected data into broader AI and analytics frameworks.

Required Skills

Candidates interested in applying for the Senior Data Scientist position should meet the following qualifications and skills:

• A Master’s degree or Ph.D. in fields such as Computer Science, Data Science, Machine Learning, or Statistics.

• Proficiency in Python, with experience in libraries pertinent to web scraping, OCR tools (like Tesseract and EasyOCR), and Natural Language Processing (NLP) using frameworks such as HuggingFace Transformers.

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• Solid understanding of how LLMs operate within multimodal and data extraction settings, particularly focusing on prompt engineering and few-shot learning.

• Extensive experience processing unstructured data, using APIs, web scraping, and conducting image/document analysis.

• Excellent analytical problem-solving skills with a proven track record of generating high-quality datasets suitable for machine learning projects.

• Strong communication skills are essential for collaboration with both technical and non-technical team members.

Preferred Qualifications

Candidates with the following additional skills will have an advantage:

• Familiarity with visual-language models such as BLIP, Donut, or LayoutLM.

• Real-world experience in prompt engineering and few-shot learning geared towards data extraction tasks.

• Background in deploying or supporting data acquisition systems within production environments.

Employee Benefits

Wellhub is committed to its employees' health and wellbeing, and it offers extensive benefits. Here’s a glimpse of what employees can expect:

• Wellhub Access: Employees receive a complimentary Gold plan and significantly discounted premium services for fitness programs and wellness resources.

• Fitness Subsidy: Additional financial support is provided to access onsite gyms and fitness studios.

• Flexible Work Options: Employees can choose between hybrid or fully remote work options, allowing them to tailor their workspaces according to their needs.

• Flexible Schedule: This role offers the flexibility to modify work hours based on personal commitments and business requirements.

• Paid Time Off: Employees receive a minimum of 25 days of paid vacation each year, plus an additional day for every year of service, up to a maximum of five years.

• Parental Leave: The company offers 100% paid parental leave for all new parents along with extended maternity leave.

• Career Growth Opportunities: Wellhub fosters a culture of development, providing employees with ample opportunities for personal and professional growth.

Culture and Diversity

Wellhub promotes a diverse and inclusive workplace where every employee feels a sense of belonging. Their commitment to diversity ensures that all qualified candidates receive equal opportunity during the hiring process, fostering a collaborative environment and a value-based culture defined by trust, flexibility, and integrity.

In conclusion, applying for the Senior Data Scientist position at Wellhub presents a unique opportunity to work at the intersection of technology and wellbeing while enjoying a plethora of employee benefits designed to promote a healthy work-life balance.

This job offer was originally published on jobicy.com