Data Scientist (Healthcare, LLMs)
Data Scientist (Healthcare, LLMs)81
Applications
81
Applications
Bangalore
Full-Time
Senior: 7 to 10 years
Posted on Sep 19 2024
About the Job
Skills
Machine Learning
Healthcare Domain Knowledge
LLM
Statistical Analysis
Data Visualization
Predictive Modeling
Programming (Python, R)
Natural Language Processing
We are seeking a talented Data Scientist with a proven track record in Machine Learning, Deep Learning, and a demonstrated focus on Large Language Models (LLMs) to join our cutting-edge Data Science team. You will play a pivotal role in developing and deploying innovative AI solutions that drive real-world impact to patients and healthcare providers.
Responsibilities:
- LLM Development and Fine-tuning: Fine-tune, customize, and adapt large language models (e.g., GPT, Llama2, Mistral, etc.) for specific healthcare applications and NLP tasks, such as medical record summarization, question answering, and patient risk assessment. Experience in other transformer-based NLP models (e.g., BERT) is a plus.
- Data Engineering: Collaborate with data engineers to develop efficient data pipelines for large-scale healthcare datasets, ensuring the quality and integrity of data used for LLM training and fine-tuning.
- Predictive Model Design and Implementation: Leverage machine learning/deep learning and LLM methods to design, build, and deploy predictive models in oncology (e.g., survival models) and other healthcare areas.
- Cross-functional Collaboration: Partner with product managers, domain experts, and stakeholders to understand business needs and drive the successful implementation of data science solutions for healthcare.
- Knowledge Sharing: Mentor junior team members and stay up-to-date with the latest advancements in machine learning and LLMs.
Qualifications:
- Doctoral or master's degree from a prestigious university in Computer Science, Data Science, Artificial Intelligence, or a related field.
- 5+ years of hands-on experience in designing, implementing, and deploying machine learning and deep learning models.
- 12+ months of in-depth experience working with LLMs. Proficiency in Python and NLP-focused libraries (e.g., spaCy, NLTK, Transformers, TensorFlow/PyTorch).
- Experience working with healthcare data and understanding of healthcare domain-specific challenges.
- Experience working with cloud-based platforms (AWS, GCP, Azure).
- Preferred: Research experience in LLMs with a focus on healthcare applications or publication of related research papers.
Additional Skills:
- Excellent problem-solving and analytical abilities.
- Strong communication skills, both written and verbal.
- Ability to thrive in a collaborative and fast-paced environment.
Location: Bangalore (Remote)
Required Experience- 5+ Years
About the company
Established in 2016, Rohini IT Consulting LLP is a brand in itself leading IT Consulting and IT Talent Acquisition company engaged in the area of Web and Mobile product Engineering, Project Management, QA & Testing by offering latest technology solutions. We provide innovative, cost-effective, high-quality services that meet the challenges of various industries. Combining technology with business ...Show More
Established in 2016, Rohini IT Consulting LLP is a brand in itself leading IT Consulting and IT Talent Acquisition company engaged in the area of Web and Mobile product Engineering, Project Management, QA & Testing by offering latest technology solutions. We provide innovative, cost-effective, high-quality services that meet the challenges of various industries. Combining technology with business acumen to bring you comprehensive solutions, we work as a convenient one-stop solution provider, facilitating a combination of different services according to your varied business needs.
People, Process & Technology are pillars of our company. Our experience in combining people and processes to deliver world-class personalized services makes us an ideal outsourcing partner. By leveraging innovation and through a standardised delivery model process, we provide the best return on investments for our clients.
With a uniquely flexible delivery model, combining onshore/offshore IT staffing and services, Rohini IT Consulting LLP offers clients custom solutions from a trusted single source, based on deep customer insights developed through trusted relationships. By focusing on the best use and application of technology, Rohini IT Consulting LLP clients can reduce costs, even as they grow.
In IT recruitment, we tap into global network to stay informed of the latest trends in recruitment and align ourselves to constantly stay in touch with emerging needs. This strategy powers our ability to answer the changing demands of international business and provides us ready access to the talents required to fulfill them. ...Show Less
Industry
IT Services and IT Consul...
Company Size
2-10 Employees
Headquarter
Kolhapur, Maharashtra
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