Research Scientist, Homogeneous Catalyst Simulation
for sections: About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. Only include sections that have real specific content. We must preserve all substantive info, not invent or summarize away detail. Remove boilerplate, navigation, EEO, etc. Do not repeat job title as heading. Do not put Job ID/requisition numbers as headings. Include only sections with content.
We need to parse the posting.
Key info:
- Title: Research Scientist, Homogeneous Catalyst Simulation (but we don't repeat as heading)
- Company: SandboxAQ
- Remote: Yes
- Salary range: $134k – $252k (listed as $134.4K - $252K)
- Benefits: equity participation, flexible paid time off, company-wide seasonal breaks, comprehensive medical/dental/vision, retirement savings with company matching, paid parental leave, inclusive family-building benefits.
- Also "Why Join Us?" includes compensation, benefits, work-life balance, career development.
- About SandboxAQ: description.
- The Opportunity: description of role.
- Key Responsibilities: bullet list (Project & Client Leadership, Technical Execution & Innovation, Communication & Mentorship) each with sub-bullets.
- Essential Skills & Experience: list.
- Highly Desired Skills & Experience: list.
- Possibly "Qualifications" could be PhD requirement etc.
We need to decide sections: About the role (maybe combine About SandboxAQ and The Opportunity). Responsibilities (Key Responsibilities). Requirements (maybe Essential Skills & Experience). Qualifications (maybe PhD). Skills (maybe Essential Skills & Experience + Highly Desired). Benefits (Benefits). Pay (Compensation range). Schedule (maybe remote, flexible PTO, seasonal breaks). However schedule section only if posting actually states schedule details. It mentions "Fully remote, Flexible paid time off, company-wide seasonal breaks, and support for flexible work arrangements". That's schedule info.
We must not create sections with filler like "commensurate with experience". We have actual content.
We need to output only HTML fragment, no /, no markdown fences.
We need to use for section headings. Use - for any list of duties/requirements/benefits. Use
for prose.
We must preserve ALL substantive information; do not invent or summarize away detail. So we need to include all details from the posting, but we can condense into prose or lists as appropriate, but must not lose info.
We need to be careful not to omit any substantive detail. Let's extract all substantive info:
From posting:
- SandboxAQ description: high-growth company delivering AI solutions addressing world's greatest challenges. Large Quantitative Models (LQMs) power advances in life sciences, financial services, navigation, cybersecurity, etc. Global team tech-focused includes experts in AI, chemistry, cybersecurity, physics, mathematics, medicine, engineering, other specialties. Emerged from Alphabet Inc. as independent, growth capital-backed company in 2022, funded by leading investors and supported by a braintrust of industry leaders. Environment encourages creativity, collaboration, impact. Investing deeply in people building thriving global workforce poised to tackle epic challenges. Join to advance career in pursuit of inspiring mission, community of like-minded people who value entrepreneurialism, ownership, transformative impact.
- The Opportunity: As a Research Scientist on Computational Catalysis team, join dedicated team of subject matter experts, computational scientists, software developers, ML experts leveraging ensemble of state-of-the-art proprietary computational tools to solve real-world challenges. Responsible for supporting one or more core focus areas: Supporting design and implementation of computational workflows to study reaction mechanisms, catalyst speciation, selectivity, reactivity in molecular catalytic systems. Supporting homogeneous catalyst discovery and optimization projects with industrial partners in chemical, pharmaceutical, energy sectors. Developing large-scale quantum chemistry datasets and ML models for homogeneous catalysis.
- Key Responsibilities:
* Project & Client Leadership:
- Support client engagements focused on research, development, discovery, optimization of novel homogeneous catalysts, ligands, reaction conditions.
- Support business functions with technical diligence and proposal development for pre-sales customer engagements.
* Technical Execution & Innovation:
- Deploy and support design and implementation of computational workflows to investigate catalytic cycles, elementary reaction steps, transition states, catalyst speciation, structure-selectivity relationships in homogeneous catalysis.
- Collaborate with platform, ML, software engineering teams to continuously improve efficiency and performance of discovery workflows.
- Develop large-scale datasets and ML-learned models for molecular catalyst and reaction discovery.
* Communication & Mentorship:
- Prepare and deliver high-impact reports, presentations, publications to communicate research findings to internal, academic, industry partners.
- Mentor junior scientists and interns in catalysis, reaction engineering, computational methods, championing best research and software practices.
- Essential Skills & Experience:
- PhD in Chemistry, Chemical Engineering, Materials Science, or equivalent/related discipline, or equivalent practical experience.
- Experience developing and utilizing modern atomistic simulation methods for homogeneous catalysis, including quantum chemistry, machine learning potentials, reaction-path analysis, kinetics, data-driven models.
- Experience performing in silico catalyst discovery and/or optimization projects, with emphasis on molecular catalyst design, mechanism elucidation, selectivity control.
- Strong background in software development with Python, particularly for computational chemistry and reaction analysis, and experience implementing open-source packages in HPC environment.
- Ability to collaborate effectively within diverse, interdisciplinary teams.
- Strong publication record demonstrating interdisciplinary collaboration and ability to adapt to new technologies and methodologies in catalysis research.
- Highly Desired Skills & Experience:
- 3+ years of proven industrial R&D experience supporting experimental groups with computational studies for homogeneous catalyst discovery, mechanism elucidation, or selectivity optimization.
- Hands-on experience or familiarity with experimental methods for homogeneous catalysis research (e.g., organometallic synthesis, reaction screening, spectroscopy, mechanistic studies).
- Experience developing software in an industrial setting as part of a software engineering team, with familiarity with software development best practices like Agile.
- Willingness to travel occasionally for in-person meetings with industrial partners.
- Why Join Us? (Compensation, Benefits, Work-Life Balance, Career Development):
- Compensation: Competitive base salary, performance-based incentives or bonuses (where applicable), equity participation.
- Benefits: Comprehensive medical, dental, vision coverage for employees and dependents with generous employer premium contributions, retirement savings with company matching, paid parental leave, inclusive family-building benefits.
- Work-Life Balance: Fully remote, flexible paid time off, company-wide seasonal breaks, support for flexible work arrangements enabling sustainable performance.
- Career Development: Opportunities for continuous learning and growth through on-the-job development, cross-functional collaboration, access to internal learning and development programs.
- Compensation Range: $134.4K - $252K (listed earlier as $134k – $252k).
- Remote: Yes (Work Remote).
- Degree: PhD.
- Experience: 0+ yrs (at least 0 years of relevant experience).
- Industry: Chemicals.
- Role: R&D / Research.
- Materials: catalysts, ligands, organometallic compounds.
- Techniques: quantum chemistry, machine learning potentials, reaction-path analysis, kinetics, spectroscopy, mechanistic studies (40? maybe a typo). Actually list: quantum chemistry1machine learning potentialsreaction-path analysiskineticsspectroscopy40mechanistic studies. Likely means quantum chemistry, machine learning potentials, reaction-path analysis, kinetics, spectroscopy, mechanistic studies.
We need to include all that.
Now decide sections:
- About the role: could include SandboxAQ description and The Opportunity. That's prose.
- Responsibilities: Key Responsibilities (list).
- Requirements: maybe Essential Skills & Experience (list). Or we could separate Requirements (PhD, experience) and Qualifications (skills). But we need to avoid thin sections. Let's think: The posting has "Essential Skills & Experience" and "Highly Desired Skills & Experience". Could combine into Skills section. Requirements could be PhD and experience (0+ yrs). Qualifications could be the essential skills list. But we need to avoid duplication.
Better: Use sections as per typical job posting: About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule.
We need to include only those with real content.
Let's map:
- About the role: SandboxAQ description + The Opportunity (prose). Good.
- Responsibilities: Key Responsibilities (list). Good.
- Requirements: PhD requirement, 0+ years experience, maybe degree, remote? Actually remote is schedule. Requirements could be: PhD in Chemistry, Chemical Engineering, Materials Science, or equivalent; 0+ years of relevant experience (entry-level). Also maybe "Ability to collaborate..." but that's skill. We'll keep requirements minimal: PhD and experience.
- Qualifications: Could be the essential skills list (the core qualifications). But we already have Skills section for skills. Might combine Qualifications and Skills? The instruction says use headings for those categories if they have content. We can have both Qualifications and Skills if they have distinct content. Qualifications could be the essential skills (mandatory). Skills could be the highly desired skills (nice-to-have). That seems logical.
Thus:
- Qualifications: Essential Skills & Experience (list).
- Skills: Highly Desired Skills & Experience (list).
- Benefits: Benefits from Why Join Us? plus equity participation etc. Also mention flexible PTO, seasonal breaks? Those are work-life balance, maybe schedule. But benefits section should include benefits: medical/dental/vision, retirement matching, paid parental leave, inclusive family-building benefits, equity participation. Also maybe "comprehensive benefits package". We'll list.
- Pay: Compensation range ($134.4K - $252K) plus mention of competitive base salary, performance-based incentives/bonuses, equity participation (though equity also in benefits). We'll include base salary range and mention performance-based incentives/bonuses.
- Schedule: Fully remote, flexible paid time off, company-wide seasonal breaks, support for flexible work arrangements.
We must not repeat job title as heading. Not include Job ID.
We must not include boilerplate like EEO, accommodations, etc.
We must preserve all substantive info: need to include details like "Support client engagements focused on the research, development, discovery, and optimization of novel homogeneous catalysts, ligands, and reaction conditions." etc.
We need to ensure we don't lose any detail from the lists.
Let's craft HTML.
We'll start with
About the role
then containing SandboxAQ description and The Opportunity combined.
We need to be careful not to lose any detail. Let's write a concise but comprehensive paragraph that includes all points.
SandboxAQ description: high-growth company delivering AI solutions addressing world's greatest challenges. Large Quantitative Models (LQMs) power advances in life sciences, financial services, navigation, cybersecurity, etc. Global team tech-focused includes experts in AI, chemistry, cybersecurity, physics, mathematics, medicine, engineering, other specialties. Emerged from Alphabet Inc. as independent, growth capital-backed company in 2022, funded by leading investors and supported by a braintrust of industry leaders. Environment encourages creativity, collaboration, impact. Investing deeply in people building thriving global workforce poised to tackle epic challenges. Join to advance career in pursuit of inspiring mission, community of like-minded people who value entrepreneurialism, ownership, transformative impact.
The Opportunity: As a Research Scientist on Computational Catalysis team, join dedicated team of subject matter experts, computational scientists, software developers, ML experts leveraging ensemble of state-of-the-art proprietary computational tools to solve real-world challenges. Responsible for supporting one or more core focus areas: supporting design and implementation of computational workflows to study reaction mechanisms, catalyst speciation, selectivity, reactivity in molecular catalytic systems; supporting homogeneous catalyst discovery and optimization projects with industrial partners in chemical, pharmaceutical, energy sectors; developing large-scale quantum chemistry datasets and ML models for homogeneous catalysis.
We'll combine into one or two paragraphs.
Now Responsibilities: we
- for any list of duties/requirements/benefits. Use
for prose. We must preserve ALL substantive information; do not invent or summarize away detail. So we need to include all details from the posting, but we can condense into prose or lists as appropriate, but must not lose info. We need to be careful not to omit any substantive detail. Let's extract all substantive info: From posting: - SandboxAQ description: high-growth company delivering AI solutions addressing world's greatest challenges. Large Quantitative Models (LQMs) power advances in life sciences, financial services, navigation, cybersecurity, etc. Global team tech-focused includes experts in AI, chemistry, cybersecurity, physics, mathematics, medicine, engineering, other specialties. Emerged from Alphabet Inc. as independent, growth capital-backed company in 2022, funded by leading investors and supported by a braintrust of industry leaders. Environment encourages creativity, collaboration, impact. Investing deeply in people building thriving global workforce poised to tackle epic challenges. Join to advance career in pursuit of inspiring mission, community of like-minded people who value entrepreneurialism, ownership, transformative impact. - The Opportunity: As a Research Scientist on Computational Catalysis team, join dedicated team of subject matter experts, computational scientists, software developers, ML experts leveraging ensemble of state-of-the-art proprietary computational tools to solve real-world challenges. Responsible for supporting one or more core focus areas: Supporting design and implementation of computational workflows to study reaction mechanisms, catalyst speciation, selectivity, reactivity in molecular catalytic systems. Supporting homogeneous catalyst discovery and optimization projects with industrial partners in chemical, pharmaceutical, energy sectors. Developing large-scale quantum chemistry datasets and ML models for homogeneous catalysis. - Key Responsibilities: * Project & Client Leadership: - Support client engagements focused on research, development, discovery, optimization of novel homogeneous catalysts, ligands, reaction conditions. - Support business functions with technical diligence and proposal development for pre-sales customer engagements. * Technical Execution & Innovation: - Deploy and support design and implementation of computational workflows to investigate catalytic cycles, elementary reaction steps, transition states, catalyst speciation, structure-selectivity relationships in homogeneous catalysis. - Collaborate with platform, ML, software engineering teams to continuously improve efficiency and performance of discovery workflows. - Develop large-scale datasets and ML-learned models for molecular catalyst and reaction discovery. * Communication & Mentorship: - Prepare and deliver high-impact reports, presentations, publications to communicate research findings to internal, academic, industry partners. - Mentor junior scientists and interns in catalysis, reaction engineering, computational methods, championing best research and software practices. - Essential Skills & Experience: - PhD in Chemistry, Chemical Engineering, Materials Science, or equivalent/related discipline, or equivalent practical experience. - Experience developing and utilizing modern atomistic simulation methods for homogeneous catalysis, including quantum chemistry, machine learning potentials, reaction-path analysis, kinetics, data-driven models. - Experience performing in silico catalyst discovery and/or optimization projects, with emphasis on molecular catalyst design, mechanism elucidation, selectivity control. - Strong background in software development with Python, particularly for computational chemistry and reaction analysis, and experience implementing open-source packages in HPC environment. - Ability to collaborate effectively within diverse, interdisciplinary teams. - Strong publication record demonstrating interdisciplinary collaboration and ability to adapt to new technologies and methodologies in catalysis research. - Highly Desired Skills & Experience: - 3+ years of proven industrial R&D experience supporting experimental groups with computational studies for homogeneous catalyst discovery, mechanism elucidation, or selectivity optimization. - Hands-on experience or familiarity with experimental methods for homogeneous catalysis research (e.g., organometallic synthesis, reaction screening, spectroscopy, mechanistic studies). - Experience developing software in an industrial setting as part of a software engineering team, with familiarity with software development best practices like Agile. - Willingness to travel occasionally for in-person meetings with industrial partners. - Why Join Us? (Compensation, Benefits, Work-Life Balance, Career Development): - Compensation: Competitive base salary, performance-based incentives or bonuses (where applicable), equity participation. - Benefits: Comprehensive medical, dental, vision coverage for employees and dependents with generous employer premium contributions, retirement savings with company matching, paid parental leave, inclusive family-building benefits. - Work-Life Balance: Fully remote, flexible paid time off, company-wide seasonal breaks, support for flexible work arrangements enabling sustainable performance. - Career Development: Opportunities for continuous learning and growth through on-the-job development, cross-functional collaboration, access to internal learning and development programs. - Compensation Range: $134.4K - $252K (listed earlier as $134k – $252k). - Remote: Yes (Work Remote). - Degree: PhD. - Experience: 0+ yrs (at least 0 years of relevant experience). - Industry: Chemicals. - Role: R&D / Research. - Materials: catalysts, ligands, organometallic compounds. - Techniques: quantum chemistry, machine learning potentials, reaction-path analysis, kinetics, spectroscopy, mechanistic studies (40? maybe a typo). Actually list: quantum chemistry1machine learning potentialsreaction-path analysiskineticsspectroscopy40mechanistic studies. Likely means quantum chemistry, machine learning potentials, reaction-path analysis, kinetics, spectroscopy, mechanistic studies. We need to include all that. Now decide sections: - About the role: could include SandboxAQ description and The Opportunity. That's prose. - Responsibilities: Key Responsibilities (list). - Requirements: maybe Essential Skills & Experience (list). Or we could separate Requirements (PhD, experience) and Qualifications (skills). But we need to avoid thin sections. Let's think: The posting has "Essential Skills & Experience" and "Highly Desired Skills & Experience". Could combine into Skills section. Requirements could be PhD and experience (0+ yrs). Qualifications could be the essential skills list. But we need to avoid duplication. Better: Use sections as per typical job posting: About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. We need to include only those with real content. Let's map: - About the role: SandboxAQ description + The Opportunity (prose). Good. - Responsibilities: Key Responsibilities (list). Good. - Requirements: PhD requirement, 0+ years experience, maybe degree, remote? Actually remote is schedule. Requirements could be: PhD in Chemistry, Chemical Engineering, Materials Science, or equivalent; 0+ years of relevant experience (entry-level). Also maybe "Ability to collaborate..." but that's skill. We'll keep requirements minimal: PhD and experience. - Qualifications: Could be the essential skills list (the core qualifications). But we already have Skills section for skills. Might combine Qualifications and Skills? The instruction says use headings for those categories if they have content. We can have both Qualifications and Skills if they have distinct content. Qualifications could be the essential skills (mandatory). Skills could be the highly desired skills (nice-to-have). That seems logical. Thus: - Qualifications: Essential Skills & Experience (list). - Skills: Highly Desired Skills & Experience (list). - Benefits: Benefits from Why Join Us? plus equity participation etc. Also mention flexible PTO, seasonal breaks? Those are work-life balance, maybe schedule. But benefits section should include benefits: medical/dental/vision, retirement matching, paid parental leave, inclusive family-building benefits, equity participation. Also maybe "comprehensive benefits package". We'll list. - Pay: Compensation range ($134.4K - $252K) plus mention of competitive base salary, performance-based incentives/bonuses, equity participation (though equity also in benefits). We'll include base salary range and mention performance-based incentives/bonuses. - Schedule: Fully remote, flexible paid time off, company-wide seasonal breaks, support for flexible work arrangements. We must not repeat job title as heading. Not include Job ID. We must not include boilerplate like EEO, accommodations, etc. We must preserve all substantive info: need to include details like "Support client engagements focused on the research, development, discovery, and optimization of novel homogeneous catalysts, ligands, and reaction conditions." etc. We need to ensure we don't lose any detail from the lists. Let's craft HTML. We'll start with
About the role
thencontaining SandboxAQ description and The Opportunity combined. We need to be careful not to lose any detail. Let's write a concise but comprehensive paragraph that includes all points. SandboxAQ description: high-growth company delivering AI solutions addressing world's greatest challenges. Large Quantitative Models (LQMs) power advances in life sciences, financial services, navigation, cybersecurity, etc. Global team tech-focused includes experts in AI, chemistry, cybersecurity, physics, mathematics, medicine, engineering, other specialties. Emerged from Alphabet Inc. as independent, growth capital-backed company in 2022, funded by leading investors and supported by a braintrust of industry leaders. Environment encourages creativity, collaboration, impact. Investing deeply in people building thriving global workforce poised to tackle epic challenges. Join to advance career in pursuit of inspiring mission, community of like-minded people who value entrepreneurialism, ownership, transformative impact. The Opportunity: As a Research Scientist on Computational Catalysis team, join dedicated team of subject matter experts, computational scientists, software developers, ML experts leveraging ensemble of state-of-the-art proprietary computational tools to solve real-world challenges. Responsible for supporting one or more core focus areas: supporting design and implementation of computational workflows to study reaction mechanisms, catalyst speciation, selectivity, reactivity in molecular catalytic systems; supporting homogeneous catalyst discovery and optimization projects with industrial partners in chemical, pharmaceutical, energy sectors; developing large-scale quantum chemistry datasets and ML models for homogeneous catalysis. We'll combine into one or two paragraphs. Now Responsibilities: we