Sr. Bioinformatics ML/AI Engineer
Indexed description
Qualifications
- Education:
- Master's or higher degree in Computer Engineering, Data Science, Bioinformatics, Machine Learning, and Data modeling, or related field with five (5) years of experience in genomic data analysis and application development.
- Experience:
- Hands-on experience in clinical bioinformatics pipeline development, including secondary/tertiary analysis, variant interpretation and classification pipeline R&D, and automated report generation
- Hands-on experience in human genetics/multi-omics data modeling and application development, especially in next-generation sequencing data
- Hands-on experience in machine learning framework (such as Huggingface, TensorFlow)
- Hands-on experience in automated and scalable AI/GenAI application evaluation, development, and deployment.
- Hands-on experience in RAG AI framework
- Hands-on experience with scripting languages, such as Bash and Python
- Strong experience in cloud platform (Azure) and data services (data lakehouse/data warehouse)
- Experience in context-aware OCR
- Experience in databases, including SQL and NoSQL
- Familiarity with advanced data visualization techniques
- DevOps experience such as unit testing, CI/CD is a plus.
- Strong curiosity and the ability to learn quickly and adapt to a fast-changing environment
- Serves as the SME in Bioinformatics ML/AI application development in a clinical genetic testing setting. Provides hands-on support towards building the company’s next-generation bioinformatics ML/AI platform
- Designs, develops, evaluates, and deploys state-of-the-art ML/AI solutions to gain valuable data insights based on the genetical, phenotypical, and clinical datasets
- Evaluates, adopts, and customizes GenAI models based on both internal and external datasets to enhance the overall performance of the genetic testing workflow
- Supports both internal and external data requirements by leveraging AI/ML and GenAI capabilities to keep up with the increasing demands of the business
- Collaborates in a multidisciplinary and regulated clinical diagnostics environment with geneticists, bioinformaticians, software engineers, and IT infrastructure professionals
- Frequently required to sit
- Frequently required to stand
- Frequently required to utilize hand and finger dexterity
- Frequently required to talk or hear
- Frequently required to utilize visual acuity to operate equipment, read technical information, and/or use a keyboard
- Occasionally exposed to bloodborne and airborne pathogens or infectious materials
Summary
The Director, Corporate Financial Planning & Analysis is responsible for leading Baylor Genetics’ strategic financial planning, budgeting, forecasting, FP&A process improvement. This role plays a critical part in aligning financial strategy with long-term business goals. The Director will provide executive-level insights to leadership and external stakeholders while ensuring financial models and projections reflect the organization’s growth trajectory and performance.
Qualifications And Experience
- Education:
- Bachelor's degree in Finance, Accounting, or a related field; MBA or relevant advanced degree preferred.
- Minimum of 10 years of experience in financial planning and analysis or corporate finance
- At least 3 years in a financial leadership role
- Proven success in FP&A process improvement, experience in Adaptive planning platform implementation required
- Strong background in financial modeling, budgeting, and strategic forecasting
- Strategic Financial Planning & Forecasting:
- Lead the development of company-wide financial models and long-term forecasts
- Translate strategic objectives into detailed financial plans aligned with organizational priorities
- Collaborate with executive leadership to assess financial performance, risks, and growth opportunities
- Oversee the annual budgeting process and rolling forecasts
- Ensure alignment between actual results and forecasts, identifying key trends and drivers
- Partner with department heads to develop financially sound operational plans
- Lead revenue and margin analysis to support strategic decision-making
- Drive business performance by analyzing sales trends, pricing strategies, and market dynamics
- Provide financial insights that support resource allocation and investment decisions
- Develop and maintain dashboards, planning and reporting tools for executive and departmental use including Adaptive planning platform
- Provide timely and actionable financial insights to guide company performance
- Build and lead a high-performing FP&A team
- Foster a culture of collaboration, continuous improvement, and accountability
- Frequently required to
- Frequently required to utilize hand and finger
- Frequently required to talk or
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