iodine softwareAustin, TX
Data Scientist
Data Scientist
Data Scientist
iodine softwareAustin, TX
today
Other Scientific and Technical Consulting ServicesComputer Systems Design ServicesAll Other Professional, Scientific, and Technical Services
Apply for this role (opens in a new tab)Being an Iodine employee means becoming part of something bigger: using clinical AI technology to drive smarter healthcare processes and positively impact patient care.
Who we are:
Iodine is an enterprise AI company that is championing a radical rethink of how to create value for healthcare professionals, leaders, and their organizations: automating complex clinical tasks, generating insights and empowering intelligent care. Powered by one of the largest sets of clinical data and use cases available, our groundbreaking clinical machine-learning engine, Cognitive ML, constantly ingests the patient record to generate real-time, highly focused, predictive insights that clinicians and hospital administrators can leverage to dramatically augment the management of care delivery.
What we're looking for:
Iodine thrives on innovation. We are looking for a curious, passionate Data Scientist that will help us discover and unlock the value hidden in vast amounts of data. You will be joining a small team that is tackling many challenging and interesting healthcare problems using ML and NLP. Because we work on the cutting edge of a lot of technologies, we need someone who is a creative problem solver, resourceful in getting things done, and productive working independently or collaboratively. You will be accessing and shaping our enormous amount of data to help drive our future innovation.
What you'll do:
- Work with a team of passionate data scientists to further the mission of Iodine and the Data Science team
- Collaborate with teams, including both technical and business teams, from different functional areas to solve complex problems
- Develop statistical and machine learning algorithms, named entity recognition/named entity linking models, inference rules, probabilistic models, simulation models, and visualizations for client pilots and scaled solutions
- Assist other team members as required
- Consult with business teams to provide guidance and capture feedback as required
- Perform exploratory data analysis (EDA), data profiling, and data cleaning on a variety of datasets
Learning and identifying data relationships across multiple contributing sources, developing and discovering direct and inferred data relationships where rules can be defined and consistently applied, and other strategies to optimize the efficiency and quality of the data being collected, normalized, and delivered
Acquire data from primary or secondary data sources to maintain data quality programs, and leverage these sources to identify and interpret trends or patterns in complex datasets
What we'd love to see
Hands‐on experience in machine learning, data preprocessing, data cleaning
Strong sense of teamwork, and a willingness to help others
Ability to effectively communicate technical concepts to both technical and non‐technical staff members
Good interpersonal, presentation, and communication skills
Self‐motivated and self‐directed, able to learn new technologies quickly and adapt to a rapidly changing environment
Experience with ML/Data Science languages including Python (and packages including but not limited to pandas, numpy, scikit‐learn, pytorch) and SQLExperience with using SQL databases, including PostgreSQLBachelor's degree in Computer Science, Statistics, Mathematics, Econometrics, Operations Research, Physics or a related field
Ability to demonstrate experience with machine learning, statistics, data analysis. Must have knowledge of methods and experience in applying those methods to a variety of problems
Solid grasp of probability, statistical or mathematical modeling with analytical and quantitative problem‐solving ability. Experience with healthcare data is strongly preferred.
Familiarity with software development cycles, version control systems (including Git), interacting with RESTful APIs, Mac and Linux platforms
Familiarity with ETL tools and processes
Experience with Jupyter notebooks
Excellent communication skills
Experience working in an agile team environment. Understanding of code promotion, code turnover to operations, version control, and QA procedures.
Conduct code walkthroughs, peer reviews, and produce technical documentation
Desired additional experience/skills
Familiarity with big data and distributed/cloud computing technologies such as Airflow, Kafka, AWS platform data services
Experience with noSQL databases including Elastic
SearchKnowledge of healthcare data space, including clinical data formats and workflows is strongly preferred
Very strong scripting and automation skills you believe you can automate everything)
Understand database platform layouts and configurations
Please note this position is not restricted solely to the responsibilities listed above and that the job scope and responsibilities are subject to change.
What we offer
Health Benefits Package:
- Medical, Vision, Dental
- TelehealthPharmacy Resources
- Savings and Spending Accounts
- Life & AD&D Insurance
- Disability Insurance
- Travel Assistance and ID Theft Protection
- Accident Insurance
- Critical Illness Insurance
- Hospital Indemnity Insurance
- Pet Insurance
- Employee Assistance Program
- Lifestyle Spending Benefit
Legal Plan 401(k) Retirement Savings Plan and MatchWhy should you join IodineThis is a unique opportunity to join a close‐knit, rapidly growing team and help us improve a key piece of the organization. You will have the opportunity to drive smarter healthcare processes through technology, so hospitals can stay focused on patient care. You will join a passionate and ambitious team, with a proven record of success building multiple companies. Learn more about our company culture on Built In Austin and on our website at www.iodinesoftware.com.At Iodine Software, we don't just accept DIFFERENCE — we celebrate it! We recognize that diversity benefits our employees, products, and customers, and we are committed to offering equal employment opportunities without regard to any legally protected characteristic. If you need a reasonable accommodation, please email HR@iodinesoftware.com.
Also on the board Same function, level within a rung
Level
Senior
Location
Austin, TX
Occupation
Data Scientists
Industry
Other Scientific and Technical Consulting Services
Posted
today