Data Scientist Nlp Jobs

Job Number: 5226

Position Title: Data Scientist

External Description

Position Summary:

Alignment Healthcare is a data and technology driven healthcare company focused partnering with health systems, health plans and provider groups to provide care delivery that is preventive, convenient, coordinated, and that results in improved clinical outcomes for seniors.

We are experiencing rapid growth; as a result, our Data Science team is looking for the best and brightest NLP focused data scientists. Data drives the way we make decisions. We love our members and understanding them better makes it possible to provide the best clinical outcome and care experience.

As a Data Scientist, you'll be at the forefront of uncovering deep insights from text data. You'll be utilizing advanced machine learning technologies, specifically natural language processing techniques, to extract meaningful information from large and complex data sets. You'll have the opportunity to work with cloud-based data pipelines, a variety of analytical tools, and visualizations to deliver actionable insights and solutions in the healthcare industry.

General Duties/Responsibilities (May Include But Are Not Limited To)

• Build customer segmentation models to better understand our customers, and tailor the clinical outcome and healthcare care experience for them.
• Develop and implement NLP solutions to extract insights from unstructured data.
• Build end-to-end data science solutions which will improve healthcare outcomes and reduce the cost for our members.
• Applying coding skills and knowledge data structures to develop projects in partnership with other scientists and engineers in the team.
• Develop scalable and efficient modeling algorithms that can work in production systems.
• Build models using machine learning algorithms to analyze large volumes of text-based data.
• Collaborate with the engineering team to build end-to-end cloud-based machine learning production pipelines.
• Design and implement online experiments and experimental frameworks
• Work with cross-functional teams to identify and prioritize business needs and opportunities for NLP solutions.

Minimum Requirements

To perform this job successfully, an individual must be able to perform each essential duty satisfactorily. The requirements listed below are representative of the knowledge, skill, and/or ability required. Reasonable accommodations may be made to enable individuals with disabilities to perform the essential functions.

• Healthcare experience
• Excellent communication and collaboration skills
• PhD in Computer Science, Engineering, Mathematics, Statistics, or related field
• Minimum Experience:
• Demonstrated proficiency in SQL and relational databases.
• Communicate complex NLP concepts and analysis results to both technical and non-technical audiences.
• Solid data structures & algorithms background.
• 2+ years of relevant experience in predictive modeling, analysis, and NLP based modeling
• Other:
• Strong programming skills in one of the following: Python, Java, R, Scala or C++
• Education/Licensure:
• Deep understanding and experience with various machine learning algorithms, including deep neural networks, natural language processing, kernel methods, dimensionality reduction, ensemble methods, HMM and graph algorithms.
• Preferred Qualifications:
• Experience with manipulating and analyzing complex, high-volume, high-dimensionality and unstructured data from varying sources.
• Strong problem-solving skills and ability to think creatively to develop innovative solutions.
• Familiarity with machine learning algorithms such as SVM, Naive Bayes, or Deep Learning (e.g., LSTM, Transformer)
• Experience working with NLP libraries such as NLTK, Spacy, Gensim, or Stanford CoreNLP
• Experience in building end to end data science solutions and applying machine learning methods to real world problems with measurable outcomes.
• Excellent communication, analytical and collaborative problem-solving skills
• Stay up to date with the latest developments in NLP and machine learning techniques and apply them to our solutions.
• Understanding of relevant statistical measures such as confidence intervals, significance of error measurements, development, and evaluation data sets, etc.

ii. Experience in Big Data processing technologies: Hadoop, Spark, Cosmos

Experience In Azure, AWS Or Other Cloud Ecosystems

iii.

iv. Experience in NoSQL databases.

• Published work in academic conferences or industry circles.

vi. Demonstrable track record dealing well with ambiguity, prioritizing needs, and delivering results in an agile, dynamic startup environment.

• The work environment characteristics described here are representative of those an employee encounters while performing the essential functions of this job. Reasonable accommodations may be made to enable individuals with disabilities to perform the essential functions.
• Work Environment:

Essential Physical Functions

The physical demands described here are representative of those that must be met by an employee to successfully perform the essential functions of this job. Reasonable accommodations may be made to enable individuals with disabilities to perform the essential functions.

• The employee frequently lifts and/or moves up to 10 pounds. Specific vision abilities required by this job include close vision and the ability to adjust focus.
• While performing the duties of this job, the employee is regularly required to talk or hear. The employee regularly is required to stand, walk, sit, use hand to finger, handle or feel objects, tools, or controls; and reach with hands and arms.

Alignment Healthcare, LLC is proud to practice Equal Employment Opportunity and Affirmative Action. We are looking for diversity in qualified candidates for employment: Minority/Female/Disable/Protected Veteran.

If you require any reasonable accommodation under the Americans with Disabilities Act (ADA) in completing the online application, interviewing, completing any pre-employment testing or otherwise participating in the employee selection process, please contact [email protected].

City: Remote-US

State: California

Location City: Remote-US

Location State: California

Community / Marketing Title: Data Scientist NLP

Company Profile

By leveraging our world-class technology platform, innovative care delivery models, deep physician partnerships and our serving heart culture, Alignment Health is revolutionizing health care for seniors! From member experience professionals and clinicians, to data scientists and operations leaders, we have built a talented and passionate team that is deeply committed to our mission of transforming health care for the seniors we serve. Ready to join us?

At Alignment, delivering exceptional care to seniors starts with ensuring an exceptional experience for our over 1,300 employees. At the center of our employee experience is a culture where employees at all levels and across all teams are encouraged to share their unique ideas and perspectives. After all, when you can bring your authentic self to work, whether that’s in a clinical setting, our corporate office or a home office, creativity and innovation flourish! Another important part of the Alignment culture is a belief in continuous learning and growth. As a result, in this fast-growing company, you will find ample support to grow your skills and your career – with us.

EEO Employer Verbiage

Alignment requires all new hires to follow local and/or state requirements regarding the COVID-19 vaccine and booster. If applicable, proof of vaccination and booster will be required as a condition of employment subject to legal exemptions. This policy, which Alignment reserves the right to modify, is part of Alignment’s ongoing efforts to ensure the safety and well-being of its staff and community and to support public health efforts.

Alignment Healthcare, LLC is proud to practice Equal Employment Opportunity and Affirmative Action. We are looking for diversity in qualified candidates for employment: Minority/Female/Disable/Protected Veteran.

If you require any reasonable accommodation under the Americans with Disabilities Act (ADA) in completing the online application, interviewing, completing any pre-employment testing or otherwise participating in the employee selection process, please contact [email protected].

• DISCLAIMER: Please beware of recruitment phishing scams affecting Alignment Health and other employers where individuals receive fraudulent employment-related offers in exchange for money or other sensitive personal information. Please be advised that Alignment Health and its subsidiaries will never ask you for a credit card, send you a check, or ask you for any type of payment as part of consideration for employment with our company. If you feel that you have been the victim of a scam such as this, please report the incident to the Federal Trade Commission at https://reportfraud.ftc.gov/#/. If you would like to verify the legitimacy of an email sent by or on behalf of Alignment Health’s talent acquisition team, please email [email protected].