we live our values, always, while setting the highest standards for performance. Here, you will make a difference every day. You will be part of a dynamic, collaborative, and competitive team. You will be supported to build a rewarding career with opportunities to grow, innovate and inspire.
Make history with us. What role will you play? How will you make history with Campbell's? Apply today! Who we are looking for. The Senior Cloud Engineer helps teams successfully adopt cloud infrastructure and platform services. This role is heavily involved in design and implementation activities that result in new or improved cloud capabilities and brings the skills and expertise to cloud technical
architecture for Iaa S and Paa S, automation of cloud management tasks, provisioning and configuration management, and other aspects involved in designing, delivering, and optimizing cloud solutions.
The Senior Cloud Engineer will embrace infrastructure-as-code (Ia C), Dev Ops, and Agile ways of working underpinned by automation and a solid understanding of networking and security in the cloud. The nature of the work involved means the Senior Cloud Engineer will engage with Enterprise Architects, Solution Architects, and Digital Partners to deliver solutions aligned to Campbell's architecture stands and business needs. The Senior Cloud Engineer collaborates closely with cloud architects,
product/platform teams, software developers, site reliability engineers (SREs), security, and network specialists, as well as other roles, particularly those in the infrastructure and operations.
Being an approachable team-player is therefore crucial for success, and willingness to lead initiatives is important too. The Senior Cloud Engineer may be called upon for complex operational issues (Severity 1 or high Severity 2) to assist operational support teams on an as-needed basis. The Senior Cloud Engineer is expected to demonstrate strong attention to detail and a customer-centric mindset. Inquisitiveness, determination, creativity, communicative and collaboration skills are important qualities.
What you will do. Provide expert knowledge on cloud infrastructure and platforms, to ensure our organization achieves its goals for cloud adoption. This involves translating cloud strategy and architecture into efficient, resilient, and secure technical implementations. Offer cloud-engineering thought leadership in areas such as Azure virtual networking, Azure network security groups, Azure virtual machine sizing and configuration, Azure Paa S and serverless architecture deployment. Support architects working on new cloud solutions including analyzing requirements, supporting technical architecture activities, prototyping, design and development of infrastructure artifacts, testing, implementation, and the preparation for ongoing support.
Work on cloud migration projects, including analyzing requirements and backlogs, identifying migration techniques, developing migration artifacts, executing processes, and ensuring preparations for ongoing support. Design, build, deliver, maintain, and improve infrastructure solutions. This includes automation strategies such as Ia C, configuration-as-code, policy-as-code, release orchestration and continuous integration/continuous delivery (CI/CD) pipelines, and collaborative ways of working (e.
g. Dev Ops). Participate in change and release management processes, carrying out complex provisioning and configuration tasks manually, where needed. Research and prototype new tools and technologies to enhance cloud platform capabilities. Proactively identify innovative ways to reduce toil, and teach, coach or mentor others to improve cloud outcomes using automation. Improve reliability, scalability, and efficiency by working with product engineers and site reliability engineers to ensure well-architected and thoughtfully operationalized cloud infrastructures.
This includes assisting with nonfunctional requirements, such as data protection, high availability, disaster recovery, monitoring requirements and efficiency considerations in different environments. Provide subject matter expertise for all approved Iaa S and Paa S services, respond promptly to escalated incidents and requests, and build reusable artifacts ready for deployment to cloud environments. Exert influence that lifts cloud engineering competency by participating in (and, where applicable, leading) organizational learning practices, such as communities of practice, dojos, hackathons, and centers of excellence (COEs).
Actively participate in mentoring. Practice continuous improvement and knowledge sharing (e. g. providing KB articles, training, and white papers). Participate in planning and optimization activities, including capacity, reliability, cost management and performance engineering. Work closely with security specialists to design, implement and test security controls, and ensure engineering activities align to security configuration guidance. Establish logging, monitoring and observability solutions, including identification of requirements, design, implementation, and operationalization.
Optimize infrastructure integration in all scenarios - single cloud, multi-cloud and hybrid. Convey the pros and cons of cloud services and other cloud engineering topics to others at differing levels of cloud maturity and experience, and in different roles (e. g. developers and business technologists). Be forthcoming and open when the cloud is not the best solution. Work closely with third-party suppliers, both as an individual contributor and as a project lead, when required. Engage with vendor technical support as the customer lead role when appropriate.
Participate/Lead problem management activities, including post-mortem incident analysis, providing technical insight, documented findings, outcomes, and recommendations as part of a root cause analysis. Support resilience activities - e. g. disaster recovery (DR) testing, performance testing and tabletop planning exercises. What you bring to the table. (Must Have) 5+ years' experience with Microsoft Azure Microsoft Dev Ops tools such as Azure Repos for source code control and Azure Dev Ops for CI/CD Infrastructure-as-code approaches, role-specific automation tools and associated programming languages (e.
g. Ansible, ARM, Terraform, Power Shell, and Azure SDK) Operating systems (e. g. Windows and SUSE Enterprise Linux) Database technologies and caching (e. g. MSSQL, My SQL, Redis, etc) Identity and access management (e. g. Active Directory/Azure AD, Group Policy, SSO, cloud RBAC and hierarchy and federation) Monitoring (e. g. Azure Monitor) Cloud networking (e. g. Subnetting, Route Tables, Security Groups, VPC, VPC Peering, NACLS, VPN, Transit Gateways, optimizing for egress costs) Cloud security (e. g. key management services, encryption, other core security services/controls the organization uses) Landing Zone Automation solutions Policy guardrails (e.
g. policy-as-code approaches, Azure Policy) Scalable architectures, including APIs, microservices and Paa S. Analyzing cloud spending and optimizing resources (e. g. Azure Cost Management + Billing) Implementing resilience (e. g. multi-AZ, multi-region, backup and recovery tools) Cloud provider frameworks (e. g. Well-Architected) If would be great if you have. (Nice to Have) Experience in a Consumer Goods Industry Familiarity with Microsoft Azure Analytics platforms such as Azure Data Lake Storage, Azure Databricks, Azure Data Factory, etc.
Experience working with vendors and managed service providers. More about the job. Reports to Senior Manager, Cloud Architecture & Engineering #LI-Hybrid Compensation and Benefits: The target base salary range for this full-time, salaried position is between$105,000-$172,200Individual base pay depends on work location and additional factors such as experience, job-related skills, and relevant education or training. Total pay may include other forms of compensation. In addition, we offer competitive health, dental, 401k and wellness benefits beginning on the first day of employment.
Please ask your Talent Acquisition Partner for more information about our total rewards package. The Company is committed to providing equal opportunity for employees and applicants in all aspects of the employment relationship, without regard to race, color, interaction, interactionual orientation, gender identity, national origin, citizenship, marital status, veteran status, disability, age, religion, or any other classification protected by law. In that regard, U. S. applicants and employees are protected from discrimination based on certain categories protected by Federal law.
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drive growth and operational excellence across the value chain while innovating for future capabilities. We regulate accounting, uphold workplace safety, manage our supply chain and sampling, support technology, provide commercial operations, insights & analytics, maintain our facilities and assure the integrity and completeness of all business transactions.
At Novo Nordisk, you will have the opportunity to build a life-changing career in a global business environment. We encourage our employees to make the most of their talent. And we reward hard work and dedication with the opportunity for continuous learning and personal development. Are you ready to realize your potential? The Position
The Senior Machine Learning Engineer is a technical leader with a deep understanding of business requirements, business processes and solution architecture who designs and supports advanced machine learning solutions and robust capabilities that ensure high performance and high quality results.
This role will be responsible for delivering and supporting complex machine learning solutions and serves as a leader on cross-functional internal and vendor teams. Specifically, this role will mature our machine learning, data science and Gen AI capabilities to enable productionizing ML & AI models. It will establish a Model Operations capability as we begin to productionize machine learning and
AI systems. This role is fit for expert machine learning and data science engineer who can provide the ML services to data scientists, create AI solutions, scale up the ML models, manage the ML Ops, and perform needed governance tasks around deployed models.
This role will be the backbone of the AI ML Co E department and will work on new age Gen AI solutions. This role should be open to learn and implement new relevant tools and use cases. This person should be able to create the complete solution, so full stack development skill with experience of visualization/UX/UI will help a lot. This person will work in SAFe agile framework, so should have knowledge around it.
This person should be very good at communication and in a collaborative environment. Relationships Reports to Associate Director, AI & ML Co E ; works with Lo B and senior data scientist stakeholders across Novo Nordisk Inc. (NNI) (especially Commercial Advanced Analytics and Scientific Analytics) to implement and productionize models and AI processes. Also collaborates with the Global IT to ensure alignment. Manages vendors (AWS, software vendors) to design, install, upgrade and support data engineering, data science and Model Ops capabilities. No internal direct reports, but as a senior technical member of the department will coach and direct other resources as needed to accomplish goals.
Directs consultants, offshore resources and vendors. Essential Functions Establishes and supports a MLOps/Model Ops framework for productionizing machine learning models Collaborates with data scientists and streamlines the process of delivering ML models into production using software engineering best practices for testing, tuning and optimization Provide ML services to data scientists, such as data preparation, feature engineering, model selection, optimization, deployment, and monitoring.
Work closely with product SMEs, data scientists, and other stakeholders to understand the business requirements, use cases, and objectives of AI and ML initiatives. Design, develop, and deploy end-to-end AI and ML solutions using AWS services, Dataiku, Python, and other relevant technologies. Enable new features and capabilities of products into our AI and ML ecosystems, ensuring scalability, reliability, security, and performance. Scale up the ML models to handle large volumes of data and requests, using Dataiku and AWS services such as S3, EC2, Lambda, Sage Maker, etc. Provide technical guidance and support to data scientists and other AI and ML users, facilitating knowledge sharing and collaboration.
Manage the ML Ops, such as version control, testing, continuous integration, continuous delivery, continuous monitoring, troubleshooting of deployed ML models and pipelines. Learn and implement new relevant tools and use cases, such as Dataiku features, AWS AI services, ML frameworks, libraries, APIs, Azure AI stack etc. Create the complete solution, from data ingestion to user interface, using full stack development skills and experience of visualization/UX/UI. Communicate and collaborate effectively with stakeholders, such as business users, data scientists, developers, testers, etc.
Integrate various data sources and platforms with our AI and ML platform, using best practices and standards. Create and maintain documentation, reports, and presentations on AI and ML projects and solutions. Perform governance and compliance tasks related to AI and ML, such as data quality, ethics, privacy, and auditability. Research and implement new and emerging tools, techniques, and trends in AI and ML, especially in the domain of Gen AI. Work in a SAFe agile framework, following the principles and practices of agile development.
Constantly scans the landscape for new tools that can be used for improving the Data Ops and MLOps processes. Collaborates with Global DM&A team to ensure OASIS environment supports relevant NNI advanced analytics systems, processes, and business requirements. Physical Requirements 10-20% overnight travel required; May require international travel. Qualifications Bachelor's degree in computer science or related field; Master’s degree preferred but may be substituted with additional relevant experience 10+ years’ experience in IT, including experience supporting big data and advanced analytics initiatives.
Strong background in cloud architecture, design and implementation experience, particularly in data management and analytics solutions. Experience supporting advanced analytics, machine learning and data science use cases essential In-depth knowledge of and experience working in cloud platforms and technologies (AWS preferred). Expert level skill in Dataiku. Extensive experience in AWS is a major plus. Proficient in Python, SQL and ETL skills essential; knowledge of statistical packages like R and SAS is a plus. Familiar with ML frameworks, libraries, and APIs, such as Tensor Flow, Py Torch, Keras, Scikit-learn, Pandas, Num Py, etc.
Knowledgeable in ML concepts, techniques, and algorithms, such as supervised learning, unsupervised learning, deep learning, etc. Experienced in full stack development, with skills in web development, visualization, UX/UI, etc. Proficient in various ML best practices, standards, and methodologies, such as SAFe agile, ML Ops, ML governance, etc. Experience collaborating with global teams and interacting directly with Line of Business stakeholders. Excellent communication and collaboration skills, with ability to explain complex technical concepts to non-technical audiences.
Strong problem-solving and analytical skills, with attention to detail and quality. Curious and passionate about learning new things and exploring new possibilities in AI and ML We commit to an inclusive recruitment process and equality of opportunity for all our job applicants. At Novo Nordisk we recognize that it is no longer good enough to aspire to be the best company in the world. We need to aspire to be the best company for the world and we know that this is only possible with talented employees with diverse perspectives, backgrounds and cultures.
We are therefore committed to creating an inclusive culture that celebrates the diversity of our employees, the patients we serve and communities we operate in. Together, we’re life changing. Novo Nordisk is an equal opportunity employer. Qualified applicants will receive consideration for employment without regard to race, ethnicity, color, religion, interaction, gender identity, interactionual orientation, national origin, disability, protected veteran status or any other characteristic protected by local, state or federal laws, rules or regulations.
If you are interested in applying to Novo Nordisk and need special assistance or an accommodation to apply, please call us at -xyz X. This contact is for accommodation requests only and cannot be used to inquire about the status of applications.
Accounting and finance jobs encompass positions responsible for managing financial records, analyzing financial performance, ensuring legal compliance, and advising on investment strategies. Key features of these roles include attention to detail, a strong understanding of financial systems and legislation, proficiency in accounting software, and the ability to interpret complex data. Professionals in this field often hold certifications such as CPA or CFA and work in various environments, from corporate finance departments to public accounting firms, with tasks ranging from bookkeeping and auditing to financial planning and risk assessment.
Accounting and Finance jobs encompass a variety of roles focused on the management of financial transactions and the analysis of financial data. Accountants ensure accuracy in financial reporting and compliance with laws. Finance professionals analyze financial markets, guide investment decisions, and develop strategies to maximize profitability. These careers require strong analytical skills, attention to detail, and a solid understanding of economic trends and regulations. They often involve working with numbers, creating reports, and using financial software. While accounting roles are typically more focused on the past and present financial records, finance positions are often geared towards future financial planning and strategy.
Accounting and Finance jobs encompass a variety of roles focused on managing the financial health of an organization. Accountants typically handle tasks such as auditing, tax preparation, and financial reporting, ensuring accuracy and compliance with laws. Finance professionals, on the other hand, might engage in financial analysis, budgeting, and investment strategizing to support growth and manage risks. Key characteristics of these jobs include a strong attention to detail, analytical skills, and proficiency with numbers, often requiring qualifications such as a CPA for accountants or a CFA for finance experts. Continuous education is also vital to stay abreast of changing fiscal regulations and economic trends.
Accounting and Finance jobs encompass a variety of roles focused on managing the financial health of an organization. Accountants typically handle tasks such as auditing, tax preparation, and financial reporting, ensuring accuracy and compliance with laws. Finance professionals, on the other hand, might engage in financial analysis, budgeting, and investment strategizing to support growth and manage risks. Key characteristics of these jobs include a strong attention to detail, analytical skills, and proficiency with numbers, often requiring qualifications such as a CPA for accountants or a CFA for finance experts. Continuous education is also vital to stay abreast of changing fiscal regulations and economic trends.
Accounting and finance jobs encompass positions responsible for managing financial records, analyzing financial performance, ensuring legal compliance, and advising on investment strategies. Key features of these roles include attention to detail, a strong understanding of financial systems and legislation, proficiency in accounting software, and the ability to interpret complex data. Professionals in this field often hold certifications such as CPA or CFA and work in various environments, from corporate finance departments to public accounting firms, with tasks ranging from bookkeeping and auditing to financial planning and risk assessment.
Accounting and Finance jobs encompass a wide range of roles focused on managing money and financial records for individuals, businesses, and organizations. Key features of these jobs include tracking financial transactions, ensuring compliance with financial regulations, performing audits, and providing financial insights to support decision-making. Professionals in this field often possess strong analytical skills, attention to detail, and a deep understanding of economic principles. Typical positions include accountants, financial analysts, auditors, and controllers, each playing a critical role in maintaining the financial health and integrity of their respective entities.
will apply knowledge of human performance (perceptual, cognitive, and motor skills) and Human Factors techniques to a wide range of systems' issues, across the product lifecycle: including customer needs identification, early product device concept selection/screening, user profiles, task analysis, user interface design, use error analysis, risk backssment and mitigation, usability testing, hazard analysis, and post-launch outcomes analysis.
Principal Responsibilities Perform and manage human factors activities throughout the whole product design and development cycle within the constraints of a regulated environment, including creating human factors plan, working with other disciplines
to identify customer needs, intended use and potential hazard/harm, providing product and packaging design inputs/requirements, performing task analysis and use error analysis, designing instructions for use, conducting formative/summative studies, preparing regulatory submission materials, addressing post market surveillance and training need.
Collaborate with cross-functional colleagues to create innovative and intuitive-to-use products and ensure regulatory compliance through risk management. The cross functional team includes marketing, product planning/project managing, formulation development, clinical, safety, regulatory, purchasing, manufacturing, packaging and labeling. Responsible
for key development deliverable documents, ensure the management and maintenance of documents, records and databases that support regulatory compliance (such as human factors study protocol and report, Task analysis and use error analysis document etc)Support other quality and GMP compliance activities relating to combination products and medical devices Perform other job related duties or special projects as required.
Qualifications MINIMUM REQUIREMENTS: B. A. /B. S in Human Factors, Ergonomics, Cognitive or Experimental Psychology, Sociology, Engineering, Chemistry or Business Management plus five years of related experience or M. A/M. S. with three years of related experience or Ph D in one of the above disciplines Proven track record of applying analytic skills in the product design, development and evaluation Strong project management skills Self-motivated and work independently Proven ability to work with multidisciplinary teams.
Strong interpersonal skills and a strategic thinker; able to influence without formal authority; ability to influence and present ideas to senior leadership Excellent communication, presentation, negotiation, project management and organizational skills. Willing to travel, approximately 10% based on projects Able to quickly pick up advanced domain knowledge and conduct literature search as needed.
Able to multi-task continuously. PREFERRED REQUIREMENTS: M. A/M. S. or Ph D in one of the above disciplines Working knowledge of medical device or medical industry. Knowledge with U. S. and global Medical Device and healthcare regulations, including FDAs combination products c GMP, Quality System Regulation, FDA Human Factors guidance, ISO 14971, EN 62366, Council Directive 93/42/EEC, etc. NOTICE FOR INTERNAL APPLICANTS In accordance with Managers' Policy - Job Posting and Employee Placement, all employees subject to this policy are required to have a minimum of twelve (12) months of service in current position prior to applying for open positions.
If you have been offered a separation benefits package, but have not yet reached your separation date and are offered a position within the salary and geographical parameters as set forth in the Summary Plan Description (SPD) of your separation package, then you are no longer eligible for your separation benefits package. To discuss in more detail, please contact your HRBP or Talent Acquisition Advisor. Employees working in roles that the Company determines require routine collaboration with external stakeholders, such as customer-facing commercial, or research-based roles, will be expected to comply not only with Company policy but also with policies established by such external stakeholders (for example, a requirement to be vaccinated against COVID-19 in order to access a facility or meet with stakeholders).
Please understand that, as permitted by applicable law, if you have not been vaccinated against COVID-19 and an essential function of your job is to call on external stakeholders who require vaccination to enter their premises or engage in face-to-face meetings, then your employment may pose an undue burden to business operations, in which case you may not be offered employment, or your employment could be terminated.
Please also note that, where permitted by applicable law, the Company reserves the right to require COVID-19 vaccinations for positions, such as in Global Employee Health, where the Company determines in its discretion that the nature of the role presents an increased risk of disease transmission. Current Employees apply HERECurrent Contingent Workers apply HERE US and Puerto Rico Residents Only: Our company is committed to inclusion, ensuring that candidates can engage in a hiring process that exhibits their true capabilities.
Please click here if you need an accommodation during the application or hiring process. We are an Equal Opportunity Employer, committed to fostering an inclusive and diverse workplace. All qualified applicants will receive consideration for employment without regard to race, color, age, religion, interaction, interactionual orientation, gender identity, national origin, protected veteran status, or disability status, or other applicable legally protected characteristics.
For more information about personal rights under the U. S. Equal Opportunity Employment laws, visit: EEOC Know Your Rights EEOC GINA Supplement Pay Transparency Nondiscrimination We are proud to be a company that embraces the value of bringing diverse, talented, and committed people together. The fastest way to breakthrough innovation is when diverse ideas come together in an inclusive environment. We encourage our colleagues to respectfully challenge one another's thinking and approach problems collectively. Learn more about your rights, including under California, Colorado and other US State Acts U.
S. Hybrid Work Model Effective September 5, 2023, employees in office-based positions in the U. S. will be working a Hybrid work consisting of three total days on-site per week, generally Tuesday, Wednesday and either Monday or Thursday, although the specific days may vary by site or organization, with Friday designated as a remote-working day, unless business critical tasks require an on-site presence. This Hybrid work model does not apply to, and daily in-person attendance is required for, field-based positions; facility-based, manufacturing-based, or research-based positions where the work to be performed is located at a Company site; positions covered by a collective-bargaining agreement (unless the agreement provides for hybrid work); or any other position for which the Company has determined the job requirements cannot be reasonably met working remotely.
Please note, this Hybrid work model guidance also does not apply to roles that have been designated as " remote"Under New York State, Colorado State, Washington State, and California State law, the Company is required to provide a reasonable estimate of the salary range for this job. Final determinations with respect to salary will take into account a number of factors, which may include, but not be limited to the primary work location and the chosen candidate's relevant skills, experience, and education.
Expected salary range: $107,600.00 - $169,400.00Available benefits include bonus eligibility, health care and other insurance benefits (for employee and family), retirement benefits, paid holidays, vacation, and sick days. For Washington State Jobs, a summary of benefits is listed here. Search Firm Representatives Please Read Carefully Merck & Co. Inc. Rahway, NJ, USA, also known as Merck Sharp & Dohme LLC, Rahway, NJ, USA, does not accept unsolicited assistance from search firms for employment opportunities.
All CVs / resumes submitted by search firms to any employee at our company without a valid written search agreement in place for this position will be deemed the sole property of our company. No fee will be paid in the event a candidate is hired by our company as a result of an agency referral where no pre-existing agreement is in place. Where agency agreements are in place, introductions are position specific. Please, no phone calls or emails. Employee Status: Regular Relocation: Domestic VISA Sponsorship: No Travel Requirements: 10% Flexible Work Arrangements: Hybrid Shift: 1st - Day Valid Driving License: Yes Hazardous Material(s): N/A Requisition ID: R273111PDN-9ae3dcc2047f22ea
Accounting and Finance jobs encompass a variety of roles focused on the management of financial transactions and the analysis of financial data. Accountants ensure accuracy in financial reporting and compliance with laws. Finance professionals analyze financial markets, guide investment decisions, and develop strategies to maximize profitability. These careers require strong analytical skills, attention to detail, and a solid understanding of economic trends and regulations. They often involve working with numbers, creating reports, and using financial software. While accounting roles are typically more focused on the past and present financial records, finance positions are often geared towards future financial planning and strategy.
Accounting and Finance jobs involve managing money and financial records for individuals or organizations. Typical roles include accountants, financial analysts, auditors, and controllers. These positions require a keen eye for detail, strong numeracy skills, and a solid understanding of economic patterns and laws. Accountants track income and expenditures, while financial analysts forecast fiscal trends and propose investment strategies. Auditors check for accuracy in financial statements, and controllers oversee the accounting operations. Ethical standards and regulatory knowledge are paramount in this field, often distinguished by meticulousness, strategic planning, and the frequent need for certification, like a CPA for accountants.
Accounting and finance jobs encompass a variety of roles focused on the management of financial records, analysis of financial performance, and ensuring legal compliance in financial operations. These positions often require strong analytical skills, proficiency with numbers, attention to detail, and a clear understanding of economic principles and regulatory requirements. Occupations in this field include accountants, financial analysts, auditors, and controllers, among others. They are pivotal in guiding strategic decision-making, fiscal responsibility, and financial planning to drive organizational success.
Accounting and Finance jobs encompass a wide range of roles focused on managing money and financial records for individuals, businesses, and organizations. Key features of these jobs include tracking financial transactions, ensuring compliance with financial regulations, performing audits, and providing financial insights to support decision-making. Professionals in this field often possess strong analytical skills, attention to detail, and a deep understanding of economic principles. Typical positions include accountants, financial analysts, auditors, and controllers, each playing a critical role in maintaining the financial health and integrity of their respective entities.
Accounting and finance jobs encompass a variety of roles focused on the management of financial records, analysis of financial performance, and ensuring legal compliance in financial operations. These positions often require strong analytical skills, proficiency with numbers, attention to detail, and a clear understanding of economic principles and regulatory requirements. Occupations in this field include accountants, financial analysts, auditors, and controllers, among others. They are pivotal in guiding strategic decision-making, fiscal responsibility, and financial planning to drive organizational success.
Accounting and Finance jobs encompass a variety of roles focused on managing the financial health of an organization. Accountants typically handle tasks such as auditing, tax preparation, and financial reporting, ensuring accuracy and compliance with laws. Finance professionals, on the other hand, might engage in financial analysis, budgeting, and investment strategizing to support growth and manage risks. Key characteristics of these jobs include a strong attention to detail, analytical skills, and proficiency with numbers, often requiring qualifications such as a CPA for accountants or a CFA for finance experts. Continuous education is also vital to stay abreast of changing fiscal regulations and economic trends.