The ideal candidate will possess a strong background in developing and optimizing machine learning ... Strong background in healthcare-related fields such as medicine, pharma, bioinformatics, or ...
The ideal candidate will possess a strong background in developing and optimizing machine learning ... Strong background in healthcare-related fields such as medicine, pharma, bioinformatics, or ...
The ideal candidate will possess a strong background in developing and optimizing machine learning ... Strong background in healthcare-related fields such as medicine, pharma, bioinformatics, or ...
The ideal candidate will possess a strong background in developing and optimizing machine learning ... Strong background in healthcare-related fields such as medicine, pharma, bioinformatics, or ...
Freelance Bioinformatics Machine Learning information
What are the key skills and qualifications needed to thrive as a Freelance Bioinformatics Machine Learning Specialist, and why are they important?
To thrive as a Freelance Bioinformatics Machine Learning Specialist, you need a strong background in biology, statistics, and programming (such as Python or R), typically supported by a relevant degree in bioinformatics, computer science, or a related field. Familiarity with bioinformatics tools (e.g., BLAST, Bioconductor), machine learning libraries (scikit-learn, TensorFlow), and experience with cloud computing platforms are highly valuable. Strong problem-solving, communication, and project management skills help distinguish top freelancers in this field. These capabilities are crucial for independently delivering accurate, actionable biological insights to clients and efficiently managing multiple projects.
What are some common challenges freelance bioinformatics machine learning professionals face when working with multiple clients?
Freelance bioinformatics machine learning professionals often encounter challenges such as managing diverse data formats, aligning project expectations, and ensuring data privacy across multiple clients. Each client may have unique datasets, varying levels of documentation, and different computational infrastructure, requiring adaptability and strong communication skills. Balancing multiple deadlines and maintaining clear, consistent reporting are also important to foster trust and long-term collaborations.
What does a Freelance Bioinformatics Machine Learning specialist do?
A Freelance Bioinformatics Machine Learning specialist applies machine learning techniques to analyze biological data, such as genomics, proteomics, and medical records, on a project-by-project basis. They typically work independently with research labs, biotech companies, or healthcare organizations to develop algorithms, build predictive models, and interpret complex biological datasets. Their work helps drive insights in areas like drug discovery, personalized medicine, and disease prediction, often leveraging tools like Python, R, and specialized bioinformatics software. As freelancers, they have the flexibility to choose projects, set their schedules, and work remotely.
What is the difference between Freelance Bioinformatics Machine Learning vs Freelance Data Scientist?
| Aspect | Freelance Bioinformatics Machine Learning | Freelance Data Scientist |
|---|---|---|
| Credentials | Background in bioinformatics, biology, or related fields; knowledge of machine learning | Background in statistics, computer science, or related fields; strong programming skills |
| Work Environment | Research labs, biotech companies, academic projects, freelance consulting | Various industries including finance, tech, healthcare, consulting |
| Industry Usage | Primarily biotech, healthcare, genomics, pharmaceutical sectors | Broad industry application including finance, marketing, tech, healthcare |
Freelance Bioinformatics Machine Learning specialists focus on applying machine learning techniques to biological data, often working within biotech and healthcare sectors. In contrast, Freelance Data Scientists have a broader scope, working across multiple industries with diverse datasets. Both roles require strong analytical skills and programming expertise, but their industry focus and domain knowledge differ significantly.
What are the most commonly searched types of Bioinformatics Machine Learning jobs in Delaware? The most popular types of Bioinformatics Machine Learning jobs in Delaware are:
What are popular job titles related to Freelance Bioinformatics Machine Learning jobs in Delaware? For Freelance Bioinformatics Machine Learning jobs in Delaware, the most frequently searched job titles are:
What job categories do people searching Freelance Bioinformatics Machine Learning jobs in Delaware look for? The top searched job categories for Freelance Bioinformatics Machine Learning jobs in Delaware are:
What cities in Delaware are hiring for Freelance Bioinformatics Machine Learning jobs? Cities in Delaware with the most Freelance Bioinformatics Machine Learning job openings:
Contractor
Posted 20 days ago
Job description
Company Description
John Snow Labs is an award-winning AI and NLP company, accelerating progress in data science by providing state-of-the-art software, data, and models. Founded in 2015, it helps healthcare and life science companies build, deploy, and operate AI products and services. John Snow Labs is the winner of the 2018 AI Solution Provider of the Year Award, the 2019 AI Platform of the Year Award, the 2019 International Data Science Foundation Technology award, and the 2020 AI Excellence Award.
John Snow Labs is the developer of Spark NLP - the world's most widely used NLP library in the enterprise - and is the world's leading provider of state-of-the-art clinical NLP software, powering some of the world's largest healthcare & pharma companies. John Snow Labs is a global team of specialists, of which 33% hold a Ph.D. or M.D. and 75% hold at least a Master's degree in disciplines covering data science, medicine, software engineering, pharmacy, DevOps and SecOps.
Job Description
John Snow Labs is seeking a highly skilled and motivated Data Scientist to contribute to transformative initiatives within the healthcare industry. The ideal candidate will possess a strong background in developing and optimizing machine learning models, specifically within healthcare contexts. We are looking for a results-oriented individual proficient in training and fine-tuning models, building robust, production-ready model inference pipelines, and conducting comprehensive exploratory data analysis and data enrichment.
Qualifications
Key Responsibilities:
Mandatory Skills:
What We Offer:
To apply, please include the words 'John Snow Labs' in your cover letter and detail why you believe you are the best fit for this role. This is more than just a contract - it's a chance to make a real difference.
Additional Information
Our Commitment to You
At John Snow Labs, we believe that diversity is the catalyst of innovation. We're committed to empowering talented people from every background and perspective to thrive.
We are an award-winning global collaborative team focused on helping our customers put artificial intelligence to good use faster. Our website includes The Story of John Snow, and our Social Impact page details how purpose and giving back is part of our DNA. More at JohnSnowLabs.com
John Snow Labs is an award-winning AI and NLP company, accelerating progress in data science by providing state-of-the-art software, data, and models. Founded in 2015, it helps healthcare and life science companies build, deploy, and operate AI products and services. John Snow Labs is the winner of the 2018 AI Solution Provider of the Year Award, the 2019 AI Platform of the Year Award, the 2019 International Data Science Foundation Technology award, and the 2020 AI Excellence Award.
John Snow Labs is the developer of Spark NLP - the world's most widely used NLP library in the enterprise - and is the world's leading provider of state-of-the-art clinical NLP software, powering some of the world's largest healthcare & pharma companies. John Snow Labs is a global team of specialists, of which 33% hold a Ph.D. or M.D. and 75% hold at least a Master's degree in disciplines covering data science, medicine, software engineering, pharmacy, DevOps and SecOps.
Job Description
John Snow Labs is seeking a highly skilled and motivated Data Scientist to contribute to transformative initiatives within the healthcare industry. The ideal candidate will possess a strong background in developing and optimizing machine learning models, specifically within healthcare contexts. We are looking for a results-oriented individual proficient in training and fine-tuning models, building robust, production-ready model inference pipelines, and conducting comprehensive exploratory data analysis and data enrichment.
Qualifications
Key Responsibilities:
- Train, fine tune, and enhance LLM & NLP models using the open-source Python library ecosystem. Experience with LLMs, Generative AI, and deep learning is a significant advantage.
- Build data science and data engineering pipelines specific to analyzing clinical data, such as extracting information from medical text or images, or integrating uncertain information from multiple medical data sources.
- Collaborate with our team on customer-facing projects, utilizing your expertise to create advanced machine learning, deep learning, large language models, and time series forecasting pipelines tailored to address specific business needs.
- Ensure models are validated for issues like bias, overfitting, and concept drift to ensure reliability and effectiveness.
- Engage directly with customers, requiring strong oral and written communication skills to convey complex technical concepts clearly.
Mandatory Skills:
- Proven experience in consistently delivering real-world projects covering the key responsibilities. Knowledge that is limited to an academic setting, or to using existing APIs to building applications, is not sufficient for this role.
- Hands-on experience with OMOP, FHIR, clinical terminologies, and understanding of the patient journey.
- Strong background in healthcare-related fields such as medicine, pharma, bioinformatics, or biostatistics is highly beneficial.
- A PhD in a relevant field is preferred but not required if exceptional experience is demonstrated.
- Experience with John Snow Labs' technology stack, such as Spark NLP or the medical language models, is a plus.
What We Offer:
- A chance to work on cutting-edge problems in healthcare and life sciences, contributing to meaningful projects that impact patient outcomes.
- Long-term freelancing contracts with a commitment of at least 30 hours per week. We are seeking individuals, not agencies or teams.
- The opportunity to grow your skills and knowledge, working with a team of big data and data science experts in a supportive, collaborative environment.
To apply, please include the words 'John Snow Labs' in your cover letter and detail why you believe you are the best fit for this role. This is more than just a contract - it's a chance to make a real difference.
Additional Information
Our Commitment to You
At John Snow Labs, we believe that diversity is the catalyst of innovation. We're committed to empowering talented people from every background and perspective to thrive.
We are an award-winning global collaborative team focused on helping our customers put artificial intelligence to good use faster. Our website includes The Story of John Snow, and our Social Impact page details how purpose and giving back is part of our DNA. More at JohnSnowLabs.com
- We are a fully virtual company, collaborating across 28 countries.
- This is a contract opportunity, not a full-time employment role.
- This role requires the availability of at least 30-40 hours per week.
About John Snow Labs
Sourced by ZipRecruiter
Industry
It services
Company size
11 - 50 Employees
Headquarters location
Lewes, DE, US
Year founded
2015