Bioinformatics Scientist - Axle Informatics
Durham, NC
About the Job
Axle Informatics is a bioscience and information technology company that offers advancements in translational research, biomedical informatics, and data science applications to research centers and healthcare organizations nationally and abroad. With experts in biomedical science, software engineering, and program management, we focus on developing and applying research tools and techniques to empower decision-making and accelerate research discoveries. We work with some of the top research organizations and facilities in the country including multiple institutes at the National Institutes of Health (NIH).
Axle is seeking an experienced Computational Biologist to join the dynamic team at the National Institute of Environmental Health Sciences (NIEHS) located in Research Triangle Park, NC.
Overall Position Summary and Objectives:
The position will independently provide support services to satisfy the overall operational objectives of the National Institute on Environmental Health Sciences under the National Institutes of Health (NIH).
Deliverables:
- Work products and documents related to supporting scientific research projects: provide consultations for experimental design; conduct routine data analyses; develop and perform customized analytical strategies for each project; deliver the summary reports and visualization of results; assist with results interpretation; present results in team settings; and contribute to scientific manuscript preparation.
- Work products and documents related to supporting the Neurobehavioral Core Laboratory and internal groups: assist with raw data acquisition, management and pre-processing; assist with troubleshooting for instrument run issues, data processing issues, and sample performance issues; establish and maintain high throughput data processing and analysis systems; evaluate commercial software and open source software.
- Work products and documents related to scientific research development: assist with the design and development of major in vivo neurobehavioral programming projects for scientists; write custom scripts to access databases and analyze data; develop novel analytic methodology to meet the demands from rapidly evolving intramural scientific research.
- Work products and documents related to training and outreach: provide training for scientists in in vivo neurobehavioral data analyses and interpretation; train scientists in the selection and use of in vivo neurobehavioral bioinformatics tools; assist with the preparation and teaching of courses and/or demonstrations on the use of these tools; provide technical expertise for these software and tools.
Work Details:
- Perform computational analysis of, and interpret results 1
- Generate and optimize programs and scripts for the analysis of data; create programs and algorithms and develop computational infrastructure resources for organizing and parsing data from large and complex data 2
- Work with staff on planning of experiments, and data analysis for internal and collaborative projects; use bioinformatics expertise to advise and help bench scientists on experimental design and trouble-shooting 3
- Create novel programs and algorithms that facilitate discovery of knowledge in investigating large and complex data 4
- Work with an interdisciplinary team to apply computational data analysis approaches to make biological discoveries 5
- Provides programming and troubleshooting support to the Federal Government in the dissemination of research data.
- Serve as bioinformatics expert and coordinate with teams of biologists to conduct experimental queries andor perform portions of studies using complex procedures and techniques common to modern bioinformatics
- Coordinate building bioinformatics infrastructure to ensure easy and meaningful scientific analysis and interpretation of data
- Provide broad-based programming and analytic support for a wide variety of bioinformatic and research projects
- Install, troubleshoot and run open-source and commercial scientific software on platforms
- Performs computations on research data analysis.
- Provide reports based on analysis of scientific data
- Provide interpretive analyses of data derived from different experimental platforms to generate biological meaning
- Write custom programs and algorithms to support data analyses and discovery
- Works with staff on scientific programming and experimental design.
- Collaborate with scientists to design, analyze, manage and interpret all types of data
- Design and execute computational experiments
- Work with staff to develop specifications for new analysis; design, test and implement solutions
- Make recommendations to investigators about the correct computational tools for testing scientific hypotheses and reaching valid conclusions
- Records observations and report results at weekly laboratory meetings.
- Maintain proper and detailed documentation of the analysis performed and report results at lab meetings
- Attend scientific and programming meetings; take and compile comprehensive notes; organize and edit content of meeting reports
- Prepare scientific reports and progress reports; assemble data to prepare tables, graphs and slides; conduct scientific and program related information searches and report results
- Organize daily laboratory notebook on experiments; prepare weekly updates on on-going experiments and tasks; provide monthly progress notes on assigned projects; submit final progress reports and future directions on projects
- Organize laboratory notebook or computer database to record results of calculations Share results at lab meetings
- Provides statistical support / analysis on research data.
- Devise novel methods of statistical analysis for collected data
- Utilize and adapt existing bioinformatics techniques to check for trends and patterns in the data
- Perform data processing and data analysis with existing computational and statistical methods
- Assist in evaluating and interpreting results for validity and scientific meaning
- Provides research / service goals in the context of the laboratory's overall mission.
- Develop and optimize programs and scripts that facilitate organization, integration and data-mining of large data sets; integrate these models into a framework of best practices
- Participate in the design of new protocols involving computational methods
- Work with staff on the development and maintenance of bioinformatics tools, scripts and pipe-lines for data
- Participate in research design with investigators for determining best practices pertaining to the bioinformatics analysis in new and ongoing projects
- Evaluates new types of experimental approaches to protocols based on knowledge of scientific literature, available facilities and research needs.
- Research and review literature to retrieve targeted clinical or scientific information, including novel statistical methods, from publicly available resources
- Collaborate with staff to review current and historical procedures for the acquisition, quality control and management of data
- Analyze and evaluate data cleaning and harmonization needs in the using a variety of descriptive statistics and analytic methods
- Identify new tools and resources for reaching biologically meaningful conclusions
- Collaborate with experimentalists and computational biologists to develop new computational tools to answer research questions of interest
- Independently coordinates the training of personnel in the use of scientific software applications, statistical software applications and programmatic software applications.
- Provide training in and technical support including product updates and version control for programs, algorithms, archives, and pipelines generated during the course of this work
- Instruct staff in computational analysis of data
- Provide ad hoc trainings and hands-on workshops on the use of bioinformatics tools
- Provide training of students, new investigators, and other laboratory personnel in the use of techniques, procedures and equipment to complete the objectives of the laboratory
- Onboard and train staff involved in new clinical trials, including the import of a wide variety of legacy data set; provide rigorous quality control of these data
- Initiates interdisciplinary collaborations with other research centers.
- Collaborate with group members in experiments associated with data collection
- Interact with all levels of staff and communicate with outside collaborators in the US and abroad
- Work with staff, collaborate with outside researchers, and contribute to positive overall teamwork; teach Bioinformatics principles and methodologies
- Collaborate with biologists, statisticians andor other bioinformaticians in the design of models summarizingexplaining experimental data
- Deliver at least one presentation per year to audiences outside the Government.
- Attend group meetings; present findings; author publications resulting from projects
- Present analysis results at research conferences and meetings
- Present new research data in group settings, at meetings or seminars
- Present scientific and technical data at scientific conferences
1, 2, 3, 4, 5 represents priority rankings, where 1 is highest priority and 5 is lowest priority of those ranked
Competitive Candidates will provide a resume or CV that demonstrates the breadth and depth of their academic and post-academic work, including
Education
Ph.D. in Biological Sciences, Bioinformatics, Biostatistics, Computational Biology, Mathematics, or a related discipline
Certifications & Licenses
Machine Learning Certification
Software
- SQL
- R
- Image J
- Python
- MATLAB
- Linux
- Shell
- PERL
- Unix
- Java
Skills
- Neurobehavioral imaging data analysis
- Work with large data sets
- Cloud-Based Computing
- Pipeline development
- Multi-omics Analysis
- Machine Learning
- Image Analysis
- Core facility
Benefits
- 100% Medical Dental & Vision Coverage for Employees
- Educational Benefits for Career Growth
- Paid Time Off (Including Holidays)
- Employee Referral Bonus
- Profit Sharing
- 401K Matching
- Flexible Spending Accounts:
- Healthcare (FSA)
- Parking Reimbursement Account (PRK)
- Dependent Care Assistant Program (DCAP)
- Transportation Reimbursement Account (TRN)
The diversity of Axle’s employees is a tremendous asset. We are firmly committed to providing equal opportunity in all aspects of employment and will not tolerate any illegal discrimination or harassment based on age, race, gender, religion, national origin, disability, marital status, covered veteran status, sexual orientation, status with respect to public assistance, and other characteristics protected under state, federal, or local law and to deter those who aid, abet, or induce discrimination or coerce others to discriminate.
Accessibility: If you need an accommodation as part of the employment process please contact: careers@axleinfo.com
Disclaimer: The above description is meant to illustrate the general nature of work and level of effort being performed by individual’s assigned to this position or job description. This is not restricted as a complete list of all skills, responsibilities, duties, and/or assignments required. Individuals may be required to perform duties outside of their position, job description or responsibilities as needed.