• Scoping and designing NLP/NLU applications that support clinical understanding of medical documents and downstream healthcare workflows. • Translating business and clinical requirements into mathematical and experimental criteria, ensuring models are measurable, reliable, and auditable. • Processing, aligning, and enriching diverse structured and unstructured medical datasets for deep learning, LLMs, and agentic AI systems. • Developing and evaluating deep learning models, including transformer-based architectures and neural architectures such as CNNs and attention mechanisms for capturing linguistic patterns in clinical text. • Understanding and mitigating model weaknesses, including bias, drift, hallucination behavior, and robustness concerns. • Designing experiments and error analyses that explain model behavior and enable clear communication with both technical and non-technical audiences. • Deploying models into Solventum’s cloud environment, partnering with ML engineering to ensure reliability, observability, and compliance within regulated healthcare systems. • Staying current with emerging research in NLP/LLMs, evaluating new methods and identifying opportunities to advance Solventum’s deep learning initiatives.

Title: Biosafety Program Scientist IV (Science & Technology) Location: Kansas (Remote), Topeka, Kansas, United States of America Req #546 Job Description: About the Position We are seeking a Biosafety Program Scientist IV to join Pond & Company’s growing Science & Technology team in our Life Science & Industrial Division. The ideal candidate will play a critical role in delivering expert services across multiple projects, encompassing operational planning, laboratory operations, training, biosafety, biosecurity, CBRN and solutions for a broad range of domestic clients and international partners, including the private sector, academic research institutions, US federal agencies, and international organizations. This role will require extensive travel (50%) but can be based remotely anywhere in the Continental United States. All Pond & Company positions require participation in at least one in-person interview as part of our hiring process, and most roles also require in-person onboarding at a Pond office location; candidates for remote roles should expect to meet directly with our team and should be cautious of any communication suggesting otherwise. Job Responsibilities: Serve as a technical expert in operational planning, training (laboratory, regulatory, and hands-on), biosafety and biosecurity, facility and laboratory operations, cybersecurity, CBRN and incident response. Support business development efforts through bids, proposals, and industry engagement. Develop and contribute to project deliverables. Adhere to project schedules and timelines. Maintain accurate records and documentation for all deliverables. Foster positive client relationships and develop solutions. Stay informed about the latest developments and trends in the industry. Perform other duties as assigned. Required Qualifications: Master's degree in Life Sciences, Public Health, or a related field; PhD highly preferred. Alternatively, 10 years of CBRN, biosafety, or biosecurity experience may substitute for a MS degree. Minimum of 8 years in biosafety- and biosecurity-related roles. In-depth expertise in CBRN, cybersecurity, incident response, biosafety and biosecurity regulations, standards, guidelines, and industry best practices, with a proven ability to interpret and apply this knowledge to develop and deliver tailored client solutions. Highly organized with attention to detail and self-driven work ethic. Proficient in Microsoft Office. Excellent written and verbal communication, and interpersonal skills. Strong analytical and problem-solving abilities. Self-motivated with excellent teamwork skills; ability to thrive in both autonomous and collaborative settings. Ability to travel 50%; some travel may be international, therefore a current valid passport or ability to quickly obtain one is required. Certification Requirement At least one certification or ability to obtain a Certified Biological Safety Professional (CBSP) or Registered Biosafety Professional (RBP) certification; alternative certifications may be considered. Work Environment Requirements Frequent travel (up to 50% or more) required for this position. Must adhere to strict safety protocols when working in construction and facility environments with diverse hazards and maintain compliance with Pond’s safety program. Must be physically able to perform the essential duties of the position, which may include lifting, bending, standing, and walking. Additional Requirements U.S. Citizenship required. Able and willing to undergo U.S. Government security clearance process. Preferred Qualifications Experience working in or managing containment laboratories/facilities is highly desirable. Prior experience supporting or managing biosafety and biosecurity programs, including implementing physical security upgrade projects. Prior experience supporting and managing projects on behalf of US Department of State or US Department of War. Prior experience leading and implementing biosafety, biosecurity, CBRN or incident response capacity building programs in Southeast Asia, Africa, or the Middle East. Familiarity with containment facility systems, physical security systems, laboratory construction, commissioning, and verification activities is beneficial. Ability to interpret facility design documents and blueprints. Supervisory experience.

Title: Senior Scientist - Biologics Location: Petersburg VA US Job Description: Our Biologics Development team brings essential biosimilar medicines to our patients in the United States by providing analytical expertise in developing protein bioassays, interpreting data, and assuring a thorough analytical package for health authority review. The Senior Scientist will bring their knowledge and experience in service to patients and pursuit of excellence to secure low cost insulins to patients within the United States. The Senior Scientist Biologics will: • Technical Lead and SME for de novo method development and characterization based on protein structure and biochemistry Provide strategic and scientific direction for phase-appropriate, biologics-specific assays Oversee microbiological testing strategy, including compendial method verification (endotoxin, bioburden, sterility), and ensures methods are suitable for the product • Critically review and approve bioassay protocols; provide scientific direction and interpretation of data to drive next steps • Provide scientific review of protocols, reports, and methods; establish clear technical expectations and guidance documents. • Author specialized, preformatted, facility sections to create a facility core dossier • Act as SME in regulatory interactions, including FDA meetings and inspections; defend bioassay and biological methods, based on Protein Chemistry • Lead and conduct activities or projects as assigned This role offers a flexible remote work style with travel to Civica’s Petersburg, Virginia manufacturing facility and Lehi, Utah office as needed. Basic Qualifications and Capabilities: We encourage you to bring your disruptive thinking, collaborative spirit and diverse perspective to our organization. Together we will continue doing what is in the best interest of our patients. What we look for: • A Bachelors Degree in biochemistry with at least 5+ years of directly relevant professional experience in protein structure and functional assays • Demonstrated organizational leadership skills at functional levels • Application of sound and accurate judgment to make timely decisions • Excellent strategic acumen, collaboration, and communication skills are required • Excellent interpersonal, verbal, and written communication skills Physical Demands and Work Environment: • Ability to travel in the U.S. and internationally, as needed, for contract manufacturing oversight and Civica manufacturing site. Travel of up to 10% may be required

Description Principal Data Scientist Why YOU want this position At Enverus, we're committed to empowering the global quality of life by helping our customers make energy affordable and accessible to the world. We are the most trusted energy-dedicated SaaS company, with a platform built to maximize value from generative AI, and our innovative solutions are reshaping the way energy is consumed and managed. By offering anytime, anywhere access to analytics and insights, we're helping our customers make better decisions that help provide communities around the world with clean, affordable energy. The energy industry is changing fast. But we've continued to lead the way in energy technology, creating intelligent connections across the entire energy ecosystem, from renewables, power and utilities to oil and gas and financial institutions. Our solutions create more efficient production and distribution, capital allocation, renewable energy development, investment and sourcing, and help reduce costs by automating crucial business operations. Of course, this wouldn't be possible without our people, which is why we have built a team of individuals from a diverse range of backgrounds. Are you ready to help power the global quality of life? Join Enverus, and be a part of creating a brighter, more sustainable tomorrow. We are currently seeking a Principal Data Scientist for Enverus Power and Renewables , who will create measurable customer value. You will partner closely with Product Management and Engineering to define and execute short- and long-term data roadmaps, applying advanced statistical, machine learning, and data engineering techniqu es across multiple product areas. Performance Objectives 1. Strategic Data Analysis: Lead strategic data analysis initiatives, leveraging advanced statistical techniques, predictive modeling, and machine learning algorithms to uncover valuable insights. Analyze complex data sets to identify patterns, trends, and correlations that inform product strategy, optimization, and innovation. 2. Product Strategy Alignment: Collaborate closely with product managers, executives, and stakeholders to align data analysis efforts with the overall product strategy. Provide strategic guidance and insights to drive product roadmap prioritization, feature development, and market positioning. 3. Business Impact Assessment: Assess the impact of product initiatives on key performance metrics, customer satisfaction, and business outcomes. Conduct rigorous analysis to measure the effectiveness of product changes, identify causal relationships, and provide recommendations for continuous improvement. 4. Data Governance and Infrastructure: Oversee data governance processes, ensuring data integrity, security, and compliance. Collaborate with data engineering and IT teams to optimize data collection, storage, and retrieval processes. Drive improvements in data infrastructure and data management practices. 5. Thought Leadership and Innovation: Stay at the forefront of data analysis methodologies, tools, and industry trends. Champion innovative approaches to data analysis, experiment design, and modeling techniques. Act as a thought leader in the field of data analytics, influencing the organization's data-driven culture. 6. Stakeholder Collaboration: Collaborate closely with cross-functional teams, including product managers, engineers, data scientists, and executives, to provide insights and recommendations. Influence decision-making processes by effectively communicating complex data insights and demonstrating the value of data-driven strategies. 7. Team Leadership and Mentorship: Provide leadership and mentorship to the data analytics team. Foster a culture of continuous learning, collaboration, and growth. Guide and mentor junior analysts, helping them develop their analytical skills and business acumen. Competitive Candidate Profile - Advanced Data Science : Expertise in advanced data analysis techniques, including statistical modeling, predictive analytics, and machine learning. Proficiency in programming languages such as Python, and strong SQL skills for data extraction and manipulation. - Leadership and Influencing Skills: Strong leadership and influencing skills to effectively collaborate with cross-functional teams, influence decision-making processes, and drive organizational change. - Ability to inspire and mentor a team of data analysts. - Technical Expertise: Extensive experience in data manipulation, data querying, and database management. Familiarity with data warehousing concepts and data integration processes. Stay updated with emerging technologies and tools in the field of data analytics. - Critical Thinking and Problem-solving: Strong critical thinking and problem-solving abilities to tackle complex business challenges, formulate data questions, and derive actionable insights from data analysis. - Ability to identify key business opportunities and make data-driven recommendations. - Strategic Vision and Innovation: Demonstrated ability to think strategically and envision the future of data analytics in the organization. - Proactively seek innovative approaches to data analysis, experiment design, and modeling techniques. - Collaboration and Relationship Building: Excellent collaboration and relationship-building skills to establish strong partnerships with product managers, executives, and stakeholders. Work effectively in a team-oriented, dynamic environment. - Data Governance and Compliance: In-depth knowledge of data governance best practices, data security, and regulatory compliance. Ability to ensure data integrity, privacy, and compliance with relevant data protection regulations. Required experience - Bachelor's degree from a three or four-year college or university - 4-6 years of relevant work experience Enverus offers comprehensive benefits to our employees to include: - Medical - Dental - Vision - Income Protection (disability, life/AD&D, critical illness, accident) - Employee Assistance Program (EAP) - Healthcare Spending Account (HSA), Commuter - Lifestyle & Wellbeing Program - Pet Insurance This role is eligible for: Variable Compensation Salary Range: 170000-200000