Job Description
Constellation Search Group is seeking a highly motivated Senior Data Engineer to join our Medical Device Client's Software Team. In this role, you will design and development medical device software. As a part of this team, you will develop innovative products that sustain and improve the lives of patients around the world. You will use your technical and collaboration skills alongside your passion for data, innovation, and continuous improvement to help drive our product development forward.
Responsibilities:
- Develop databases and data pipelines to enable organized and fast ingestion and handling of medical imaging data and annotations used in machine learning algorithms
- Collaborate closely with data scientists, cloud data engineers, and software engineers to create virtual platforms to host advanced software prototypes and implement solutions to manage machine learning models from exploratory development to production
- Investigate, research, and recommend appropriate software designs, processes, and tools for dataset organization, controls, and traceability
- Participate in design and code-reviews
- Participate in Agile software development process and work towards achieving individual and team goals
- Coordinate and collaborate with local and global team members
- Continuously improves process and work methodologies by interfacing with peers/cross-functional groups and analyzing activities to improve workflow and work processes
- Implement governance frameworks that enforce healthcare and data regulations to data architecture
- Lead with integrity and encourage responsible experimentation and innovation
Qualifications: - Bachelor's degree or higher in Computer Science, Data Science or related field
- 2 Years of relevant work experience
- 2 years of consistent coding in Python
- Proficient in Linux and Windows environments, with a solid grasp of OS concepts
- Strong understanding and use of relational databases
- Experience with AWS and cloud technologies
- Strong ability and desire to explore new technical solutions autonomously and explain complex technical ideas in simple, strategic terms
- Foundational knowledge in machine learning operations
Preferred Qualifications/Experience - Experience with the Atlassian Tool Chain
- Experience with Machine learning development frameworks and tools
- Image and signal processing algorithms and tools
- Manipulating tabular metadata using SQL and Python's Pandas library
- Manipulating, processing, and extracting value from large disconnected datasets
- Cleaning data for supervised learning problems
- Convolutional neural networks
- Data and annotation version control tools and processes
- Data visualization tools (e.g. Tableau, scientific Python libraries)
- Developing software within the medical device industry (or comparable highly-regulated environment)
- Agile or Kanban methodologies
- Familiar with testing frameworks, preferably Pytest.
- Knowledge of HIPAA, FDA regulations (21 CFR Part 11), GDPR for medical device data governance.
Benefits: A competitive benefits package is provided.
Salary Disclaimer: Salary range is commiserated with professional experience.
Equal Opportunity Employer:
We are deeply committed to building a diverse and inclusive team. We believe that different backgrounds and life experiences make our team better. We do not discriminate against qualified employees or applicants because of race, color, religion, gender identity, sex, sexual preference, sexual identity, pregnancy, national origin, ancestry, citizenship, age, marital status, physical disability, mental disability, medical condition, military status, or any other characteristic protected by local law or ordinance.