title
Top 10 Most Demanding Jobs In 2021 | Most In-demand Careers 2021 | Best Career Options | Simplilearn

description
🔥Explore our FREE Courses: https://www.simplilearn.com/skillup-free-online-courses?utm_campaign=DemandingJobs2021&utm_medium=DescriptionFirstFold&utm_source=youtube This Simplilearn video on Most Demanding Jobs In 2021will walk you through the ten most demanding IT jobs for the year 2021. After extensive research, we have formulated this list to help you plan your career in the coming year. Here, we will have an overview of each of the ten jobs. Let us know your list of the Most Demanding Jobs In 2021 in the comment section below. Top 10 Most Demanding Jobs In 2021 10. DevOps Engineer 🔥 Post Graduate Program In DevOps: https://www.simplilearn.com/pgp-devops-certification-training-course?utm_campaign=DemandingJobs2021&utm_medium=Description&utm_source=youtube 9. Digital Marketing Manager 🔥 Professional Certificate Program In Digital Marketing: https://www.simplilearn.com/pgp-digital-marketing-certification-program?utm_campaign=DemandingJobs2021&utm_medium=Description&utm_source=youtube 8. Software Developer 🔥 Caltech Coding Bootcamp (US Only): https://www.simplilearn.com/coding-bootcamp?utm_campaign=DemandingJobs2021&utm_medium=Description&utm_source=youtube 7. Mobile Developer 🔥 Explore Certification Courses By Simplilearn: https://www.simplilearn.com/?utm_campaign=DemandingJobs2021&utm_medium=Description&utm_source=youtube 6. Web Developer 🔥 Post Graduate Program In Full Stack Web Development: https://www.simplilearn.com/pgp-full-stack-web-development-certification-training-course?utm_campaign=DemandingJobs2021&utm_medium=Description&utm_source=youtube 5. Data Analyst 🔥 Data Analyst Master's Program (Discount Code: YTBE15): https://www.simplilearn.com/data-analyst-masters-certification-training-course?utm_campaign=DemandingJobs2021&utm_medium=Description&utm_source=youtube 4. Information Security Analyst 🔥 Post Graduate Program In Cyber Security: https://www.simplilearn.com/pgp-cyber-security-certification-training-course?utm_campaign=DemandingJobs2021&utm_medium=Description&utm_source=youtube 3. Python Developer 🔥 Advanced Certificate Program In Data Science: https://www.simplilearn.com/pgp-data-science-certification-bootcamp-program?utm_campaign=DemandingJobs2021&utm_medium=Description&utm_source=youtube 2. Machine Learning Engineer 🔥 Professional Certificate Program In AI And Machine Learning: https://www.simplilearn.com/pgp-ai-machine-learning-certification-training-course?utm_campaign=DemandingJobs2021&utm_medium=Description&utm_source=youtube 1. Data Scientist 🔥 Advanced Certificate Program In Data Science: https://www.simplilearn.com/pgp-data-science-certification-bootcamp-program?utm_campaign=DemandingJobs2021&utm_medium=Description&utm_source=youtube Watch more trending videos: ⏩Top 10 Programming Languages in 2021: https://www.youtube.com/watch?v=D7YMSt2ntWY ⏩Top 10 Dying Programming Language in 2021: https://www.youtube.com/watch?v=wSIbbkl--ik ⏩Top 10 Highest Paying Jobs in 2021: https://www.youtube.com/watch?v=ydZM192cnI4 ⏩Top 10 Certifications for 2021: https://www.youtube.com/watch?v=W-9jIVm0-p8 ⏩Top 10 Technologies to Learn in 2021: https://www.youtube.com/watch?v=vPk-H7Cu9Lo ✅Subscribe to our Channel to learn more about the top Technologies: https://bit.ly/2VT4WtH ✅ Check Out Our New Channel Exclusively for Coding: https://bit.ly/3eGepgQ #MostDemandingJobsIn2021 #MostInDemandCareers2021 #BestCareerOptions #TrendingJobs2021 #FutureJobsIn2021 #Simplilearn 👉 Explore More Certification Courses from Simplilearn:https://www.simplilearn.com/?utm_campaign=DemandingJobs2021&utm_medium=Description&utm_source=youtube For more information about Simplilearn’s courses, visit: - Facebook: https://www.facebook.com/Simplilearn - LinkedIn: https://www.linkedin.com/company/simplilearn - Website: https://www.simplilearn.com Get the Android app: http://bit.ly/1WlVo4u Get the iOS app: http://apple.co/1HIO5J0 🔥🔥 Interested in Attending Live Classes? Call Us: IN - 18002127688 / US - +18445327688

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{'title': 'Top 10 Most Demanding Jobs In 2021 | Most In-demand Careers 2021 | Best Career Options | Simplilearn', 'heatmap': [{'end': 446.464, 'start': 432.936, 'weight': 0.763}, {'end': 892.583, 'start': 875.396, 'weight': 1}], 'summary': 'Discusses the top 10 demanding jobs for 2021, focusing on devops engineer role, digital marketing manager responsibilities, and in-demand tech jobs such as software developer, mobile developer, and web developer, emphasizing required skills, average annual salaries, and notable hiring companies in the us and india.', 'chapters': [{'end': 128.094, 'segs': [{'end': 70.612, 'src': 'embed', 'start': 44.863, 'weight': 0, 'content': [{'end': 52.767, 'text': 'DevOps engineers work with the development and operations team to plan manage and deliver projects, ensuring timely code releases.', 'start': 44.863, 'duration': 7.904}, {'end': 59.409, 'text': 'They build and set up new development tools and infrastructure, along with understanding the needs of stakeholders.', 'start': 53.227, 'duration': 6.182}, {'end': 63.81, 'text': 'DevOps Engineer monitors the processes during the entire lifecycle.', 'start': 59.969, 'duration': 3.841}, {'end': 70.612, 'text': 'They also test and examine code written by others and design procedures for system troubleshooting and maintenance.', 'start': 64.45, 'duration': 6.162}], 'summary': 'Devops engineers manage projects, ensure timely code releases, and monitor processes throughout the lifecycle.', 'duration': 25.749, 'max_score': 44.863, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/uoodpc8xPBw/pics/uoodpc8xPBw44863.jpg'}, {'end': 128.094, 'src': 'embed', 'start': 83.571, 'weight': 1, 'content': [{'end': 91.939, 'text': 'They should have hands-on experience working with tools related to source code management, integrations, testing and configuration management,', 'start': 83.571, 'duration': 8.368}, {'end': 95.843, 'text': 'such as Git Jenkins, Chef Puppet Docker and Nagios.', 'start': 91.939, 'duration': 3.904}, {'end': 103.533, 'text': 'DevOps engineers build cloud infrastructure systems, so they should have knowledge of Amazon Web Services and Google Cloud Platform.', 'start': 96.57, 'duration': 6.963}, {'end': 107.614, 'text': "Let's now have a look at the annual average salary of a DevOps engineer.", 'start': 104.113, 'duration': 3.501}, {'end': 112.956, 'text': 'According to Glassdoor, in the United States, a DevOps engineer earns $99,604 and in India, 7 lakh rupees per annum.', 'start': 108.274, 'duration': 4.682}, {'end': 121.93, 'text': 'There are many companies hiring DevOps engineers.', 'start': 119.588, 'duration': 2.342}, {'end': 128.094, 'text': 'Out of the many, here we have CGI, NASA, the American e-commerce giant Amazon, and Lenovo.', 'start': 122.45, 'duration': 5.644}], 'summary': 'Devops engineers need hands-on experience with tools like git, jenkins, chef, puppet, docker, and nagios, as well as knowledge of aws and google cloud. the average annual salary is $99,604 in the us and 7 lakh rupees in india, with companies like cgi, nasa, amazon, and lenovo hiring.', 'duration': 44.523, 'max_score': 83.571, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/uoodpc8xPBw/pics/uoodpc8xPBw83571.jpg'}], 'start': 8.257, 'title': 'Top 10 demanding jobs 2021', 'summary': 'Discusses the top 10 demanding jobs for 2021, emphasizing the role of a devops engineer, highlighting required skills, and providing insights into annual average salary and hiring companies.', 'chapters': [{'end': 128.094, 'start': 8.257, 'title': 'Top 10 demanding jobs 2021', 'summary': 'Discusses the top 10 demanding jobs for 2021, focusing on the role of a devops engineer, emphasizing the skills required, and providing insights into the annual average salary and hiring companies.', 'duration': 119.837, 'highlights': ["DevOps engineers work with the development and operations team to plan, manage, and deliver projects, ensuring timely code releases. DevOps engineers play a crucial role in coordinating between development and operations teams to ensure efficient project delivery, highlighting the importance of their role in the industry's demand.", 'The annual average salary of a DevOps engineer is $99,604 in the United States and 7 lakh rupees per annum in India. The information on the annual average salary of a DevOps engineer provides quantifiable data on the earning potential in the United States and India, offering insights into the financial aspect of the job.', 'DevOps engineers should have knowledge of Amazon Web Services, Google Cloud Platform, Python, Java, Git, Jenkins, Chef, Puppet, Docker, and Nagios. The emphasis on the specific skills required for DevOps engineers, including knowledge of various tools and programming languages, provides a comprehensive understanding of the technical expertise needed for the role.', 'Companies such as CGI, NASA, Amazon, and Lenovo are hiring DevOps engineers. The mention of reputable companies hiring DevOps engineers offers valuable insights into the demand for this role in the industry, highlighting the potential opportunities for job seekers.']}], 'duration': 119.837, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/uoodpc8xPBw/pics/uoodpc8xPBw8257.jpg', 'highlights': ['DevOps engineers play a crucial role in coordinating between development and operations teams to ensure efficient project delivery.', 'The annual average salary of a DevOps engineer is $99,604 in the United States and 7 lakh rupees per annum in India.', 'DevOps engineers should have knowledge of Amazon Web Services, Google Cloud Platform, Python, Java, Git, Jenkins, Chef, Puppet, Docker, and Nagios.', 'Companies such as CGI, NASA, Amazon, and Lenovo are hiring DevOps engineers.']}, {'end': 446.464, 'segs': [{'end': 157.813, 'src': 'embed', 'start': 128.594, 'weight': 0, 'content': [{'end': 132.417, 'text': 'The next demanding job we have on our list is Digital Marketing Manager.', 'start': 128.594, 'duration': 3.823}, {'end': 140.282, 'text': 'Digital Marketing Managers are generally responsible for planning, developing, implementing, and managing the overall digital marketing strategy.', 'start': 132.817, 'duration': 7.465}, {'end': 144.505, 'text': 'They develop and manage marketing campaigns in order to achieve company goals.', 'start': 140.582, 'duration': 3.923}, {'end': 148.828, 'text': 'They utilize web analytics tools for measuring and optimizing campaigns.', 'start': 145.265, 'duration': 3.563}, {'end': 154.191, 'text': 'Digital marketing managers stay up to date with the latest technology and best practices.', 'start': 149.708, 'duration': 4.483}, {'end': 157.813, 'text': 'They also manage and oversee various digital marketing channels.', 'start': 154.771, 'duration': 3.042}], 'summary': 'Digital marketing managers oversee strategy, campaigns, and channels, utilizing web analytics tools.', 'duration': 29.219, 'max_score': 128.594, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/uoodpc8xPBw/pics/uoodpc8xPBw128594.jpg'}, {'end': 216.465, 'src': 'embed', 'start': 188.226, 'weight': 1, 'content': [{'end': 190.247, 'text': 'Secondly, they should know to develop content.', 'start': 188.226, 'duration': 2.021}, {'end': 192.948, 'text': 'They should possess a sound knowledge of content writing.', 'start': 190.547, 'duration': 2.401}, {'end': 199.071, 'text': 'In addition to these, strong analytical skills and data-driven thinking will be required to carry out many duties.', 'start': 193.428, 'duration': 5.643}, {'end': 207.397, 'text': 'In the US, a digital marketing manager earns nearly $74,000, and in India, about Rs 7,16,000 per annum.', 'start': 199.671, 'duration': 7.726}, {'end': 216.465, 'text': 'Out of the many companies looking out for digital marketing managers, a few are the Dutch company Philips, Lenovo, Capgemini, and Accenture.', 'start': 208.959, 'duration': 7.506}], 'summary': 'Digital marketing managers need content development skills, analytical thinking, and can earn $74,000 in the us and about rs 7,16,000 in india. companies like philips, lenovo, capgemini, and accenture are hiring.', 'duration': 28.239, 'max_score': 188.226, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/uoodpc8xPBw/pics/uoodpc8xPBw188226.jpg'}, {'end': 297.917, 'src': 'embed', 'start': 272.609, 'weight': 3, 'content': [{'end': 278.051, 'text': 'Software developers should be able to find faults in the code, troubleshoot and debug the code in real-time.', 'start': 272.609, 'duration': 5.442}, {'end': 285.191, 'text': 'The annual average salary of a software developer in the US is $76,526.', 'start': 278.511, 'duration': 6.68}, {'end': 288.272, 'text': 'and in India, about Rs 5,20,000 per annum.', 'start': 285.191, 'duration': 3.081}, {'end': 294.755, 'text': 'Philips, Google, the American multinational financial services Wells Fargo, and Apple hire software developers.', 'start': 288.653, 'duration': 6.102}, {'end': 297.917, 'text': 'The seventh demanding job we have is of a mobile developer.', 'start': 295.095, 'duration': 2.822}], 'summary': 'Software developers troubleshoot, debug code in real-time. avg us salary: $76,526, india: rs 5,20,000. companies like philips, google, wells fargo, apple hire developers. mobile developer is a popular job.', 'duration': 25.308, 'max_score': 272.609, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/uoodpc8xPBw/pics/uoodpc8xPBw272609.jpg'}, {'end': 366.172, 'src': 'embed', 'start': 336.838, 'weight': 2, 'content': [{'end': 342.504, 'text': 'They should have experience in testing and debugging to fix application bugs and provide a smooth user experience.', 'start': 336.838, 'duration': 5.666}, {'end': 347.809, 'text': 'They need to have good knowledge of software design to plan and implement a software solution.', 'start': 343.225, 'duration': 4.584}, {'end': 352.594, 'text': 'A mobile developer earns nearly $96,000 in the US and in India about Rs 621,000 on an average basis annually.', 'start': 348.29, 'duration': 4.304}, {'end': 366.172, 'text': 'Companies hiring these professionals are Microsoft, Covance, IBM, and the American-Irish multinational professional services company Accenture.', 'start': 358.226, 'duration': 7.946}], 'summary': 'Mobile developers earn $96,000 in the us and rs 621,000 in india annually. required skills include testing, debugging, and software design. top hiring companies include microsoft, covance, ibm, and accenture.', 'duration': 29.334, 'max_score': 336.838, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/uoodpc8xPBw/pics/uoodpc8xPBw336838.jpg'}, {'end': 446.464, 'src': 'heatmap', 'start': 424.17, 'weight': 4, 'content': [{'end': 432.355, 'text': 'The average annual salary of a web developer in the US is nearly $69,000, and in India, about Rs 3,74,000 per annum.', 'start': 424.17, 'duration': 8.185}, {'end': 439.52, 'text': 'Cognizant, Robert Half, the American multinational technology company Apple, and Microsoft hire web developers.', 'start': 432.936, 'duration': 6.584}, {'end': 446.464, 'text': 'If getting your learning started is half the battle, what if you could do that for free? Visit SkillUp by Simply Learn.', 'start': 440.1, 'duration': 6.364}], 'summary': 'Web developers in the us earn $69,000/year, in india, about rs 3,74,000/year. cognizant, robert half, apple, and microsoft hire them.', 'duration': 22.294, 'max_score': 424.17, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/uoodpc8xPBw/pics/uoodpc8xPBw424170.jpg'}], 'start': 128.594, 'title': 'Digital marketing manager role and in-demand tech jobs', 'summary': 'Explores the digital marketing manager role, responsibilities, skills, and average salaries, focusing on planning, managing digital marketing strategy, utilizing web analytics tools, overseeing marketing channels, and earning potential in the us and india. it also highlights in-demand roles of software developer, mobile developer, and web developer, emphasizing their responsibilities, required skills, and average annual salaries in the us and india, with notable companies hiring for these positions.', 'chapters': [{'end': 207.397, 'start': 128.594, 'title': 'Digital marketing manager role', 'summary': 'Explores the role of a digital marketing manager, outlining responsibilities, required skills, and average salaries, with a focus on planning, managing digital marketing strategy, utilizing web analytics tools, overseeing marketing channels, and earning potential in the us and india.', 'duration': 78.803, 'highlights': ['Digital marketing managers are responsible for planning, developing, implementing, and managing the overall digital marketing strategy, including managing marketing campaigns and utilizing web analytics tools for measuring and optimizing campaigns.', 'They oversee various digital marketing channels, measure SEO and Google Analytics metrics, and prepare performance reports to measure ROI and KPIs.', 'The skills required for a digital marketing manager include the ability to analyze and execute drip marketing campaigns, develop content, possess strong analytical skills, and have a data-driven thinking approach.', 'In the US, a digital marketing manager earns nearly $74,000, and in India, about Rs 7,16,000 per annum.']}, {'end': 446.464, 'start': 208.959, 'title': 'In-demand tech jobs', 'summary': 'Highlights the in-demand roles of software developer, mobile developer, and web developer, emphasizing their responsibilities, required skills, and average annual salaries in the us and india, with notable companies hiring for these positions.', 'duration': 237.505, 'highlights': ['The chapter emphasizes the in-demand roles of software developer, mobile developer, and web developer, highlighting their responsibilities, required skills, and average annual salaries in the US and India. Roles of software developer, mobile developer, and web developer; Responsibilities, required skills, and average annual salaries in the US and India', 'Software developers are responsible for developing and testing software, with an annual average salary of $76,526 in the US and about Rs 5,20,000 per annum in India. Key skills include C++, Java, JavaScript, Git, and SQL. Responsibilities of software developers; Average annual salary in the US and India; Key skills required', 'Mobile developers create mobile applications, with an annual average salary of nearly $96,000 in the US and about Rs 621,000 in India. Key skills include Java, C-sharp, JavaScript, software design, testing, and debugging. Responsibilities of mobile developers; Average annual salary in the US and India; Key skills required', 'Web developers design and build websites, with an average annual salary of nearly $69,000 in the US and about Rs 3,74,000 in India. Key skills include HTML, CSS, JavaScript, web frameworks, and backend technologies such as PHP, .NET, and SQL. Responsibilities of web developers; Average annual salary in the US and India; Key skills required']}], 'duration': 317.87, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/uoodpc8xPBw/pics/uoodpc8xPBw128594.jpg', 'highlights': ['Digital marketing managers are responsible for planning, developing, implementing, and managing the overall digital marketing strategy, including managing marketing campaigns and utilizing web analytics tools for measuring and optimizing campaigns.', 'In the US, a digital marketing manager earns nearly $74,000, and in India, about Rs 7,16,000 per annum.', 'Mobile developers create mobile applications, with an annual average salary of nearly $96,000 in the US and about Rs 621,000 in India. Key skills include Java, C-sharp, JavaScript, software design, testing, and debugging.', 'Software developers are responsible for developing and testing software, with an annual average salary of $76,526 in the US and about Rs 5,20,000 per annum in India. Key skills include C++, Java, JavaScript, Git, and SQL.', 'Web developers design and build websites, with an average annual salary of nearly $69,000 in the US and about Rs 3,74,000 in India. Key skills include HTML, CSS, JavaScript, web frameworks, and backend technologies such as PHP, .NET, and SQL.']}, {'end': 909.357, 'segs': [{'end': 553.764, 'src': 'embed', 'start': 511.437, 'weight': 4, 'content': [{'end': 519.72, 'text': 'In the United States, a data analyst earns an average annual salary of $62,453 and in India, 5 lakh rupees per annum.', 'start': 511.437, 'duration': 8.283}, {'end': 521.9, 'text': 'A number of companies hire data analysts.', 'start': 520.02, 'duration': 1.88}, {'end': 528.123, 'text': 'Here, we have the American multinational retail corporation Walmart, Twitter, Facebook and AT&T.', 'start': 522.321, 'duration': 5.802}, {'end': 532.345, 'text': 'At number 4, we have the job of an information security analyst.', 'start': 528.864, 'duration': 3.481}, {'end': 540.192, 'text': "Information security analysts design and implement security systems to protect a company's computer networks from cyberattacks.", 'start': 533.126, 'duration': 7.066}, {'end': 544.436, 'text': 'They investigate any security breaches to identify the root cause.', 'start': 540.733, 'duration': 3.703}, {'end': 553.764, 'text': 'An information security analyst performs penetration testing and helps colleagues install security software and understand information security management.', 'start': 545.197, 'duration': 8.567}], 'summary': 'Data analysts earn $62,453 annually in the us and 5 lakh rupees in india. companies like walmart, twitter, facebook, and at&t hire them, and information security analysts perform penetration testing and help with security software.', 'duration': 42.327, 'max_score': 511.437, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/uoodpc8xPBw/pics/uoodpc8xPBw511437.jpg'}, {'end': 640.101, 'src': 'embed', 'start': 593.39, 'weight': 2, 'content': [{'end': 599.797, 'text': 'An information security analyst in the US earns $76,410 on an average basis annually.', 'start': 593.39, 'duration': 6.407}, {'end': 603.22, 'text': 'In India, information security analysts earn Rs 5,73,000 annually.', 'start': 600.498, 'duration': 2.722}, {'end': 613.379, 'text': 'Companies hiring information security analysts are the American multinational corporation Juniper Networks, SAP, Equifax, and NTT.', 'start': 606.075, 'duration': 7.304}, {'end': 619.042, 'text': "Now let's discuss a third job in our list of demanding jobs, that is Python developer.", 'start': 614.039, 'duration': 5.003}, {'end': 625.165, 'text': 'Python developers develop web and software applications using the popular programming language Python.', 'start': 619.702, 'duration': 5.463}, {'end': 631.637, 'text': 'They integrate user-facing elements into applications and assist organizations with their technological framework.', 'start': 625.834, 'duration': 5.803}, {'end': 635.479, 'text': 'Python developers write reusable, testable, and efficient code.', 'start': 632.237, 'duration': 3.242}, {'end': 640.101, 'text': 'They develop backend components to improve responsiveness and overall performance.', 'start': 635.939, 'duration': 4.162}], 'summary': 'Information security analysts in the us earn $76,410 annually. in india, they earn rs 5,73,000. juniper networks, sap, equifax, and ntt hire analysts. python developers write efficient code and develop backend components.', 'duration': 46.711, 'max_score': 593.39, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/uoodpc8xPBw/pics/uoodpc8xPBw593390.jpg'}, {'end': 701.225, 'src': 'embed', 'start': 676.639, 'weight': 3, 'content': [{'end': 682.181, 'text': 'Analytics and machine learning are other important skills a Python developer must possess to solve business problems.', 'start': 676.639, 'duration': 5.542}, {'end': 688.896, 'text': 'The average annual salary of a Python developer in the US is $76,526.', 'start': 683.001, 'duration': 5.895}, {'end': 691.859, 'text': 'and in India, about 4,20,000 rupees per annum.', 'start': 688.897, 'duration': 2.962}, {'end': 696.422, 'text': 'Speaking of the companies hiring Python developers, we have Accenture, CGI,', 'start': 692.419, 'duration': 4.003}, {'end': 701.225, 'text': 'the British multinational investment bank and financial services company Barclays and HP.', 'start': 696.422, 'duration': 4.803}], 'summary': 'Python developers need analytics, ml skills. us: $76,526, india: 4,20,000. companies: accenture, cgi, barclays, hp', 'duration': 24.586, 'max_score': 676.639, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/uoodpc8xPBw/pics/uoodpc8xPBw676639.jpg'}, {'end': 804.43, 'src': 'embed', 'start': 761.697, 'weight': 1, 'content': [{'end': 768.263, 'text': 'They should have a good understanding of various classification, regression and clustering algorithms, such as linear regression, decision tree,', 'start': 761.697, 'duration': 6.566}, {'end': 770.565, 'text': 'k-nearest neighbors and k-means clustering.', 'start': 768.263, 'duration': 2.302}, {'end': 775.109, 'text': 'A machine learning engineer earns $114,000 per annum in the US and in India, nearly Rs 7,68,000 per annum on an average basis.', 'start': 771.345, 'duration': 3.764}, {'end': 782.551, 'text': 'Many companies hire machine learning engineers.', 'start': 780.669, 'duration': 1.882}, {'end': 789.097, 'text': 'Out of the many, we have Ericsson, Spotify, Google, and the British-Dutch multinational oil and gas company Shell.', 'start': 782.991, 'duration': 6.106}, {'end': 793.121, 'text': 'Finally, the most demanding job we have on our list is data scientist.', 'start': 789.518, 'duration': 3.603}, {'end': 797.866, 'text': 'A data scientist turns raw data into valuable insights for an organization.', 'start': 793.842, 'duration': 4.024}, {'end': 804.43, 'text': 'They interpret and analyze data from multiple sources to come up with innovative solutions to problems.', 'start': 798.885, 'duration': 5.545}], 'summary': 'Machine learning engineers earn $114,000 in the us and rs 7,68,000 in india. ericsson, spotify, google, and shell hire ml engineers. data scientists turn raw data into valuable insights.', 'duration': 42.733, 'max_score': 761.697, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/uoodpc8xPBw/pics/uoodpc8xPBw761697.jpg'}, {'end': 897.912, 'src': 'heatmap', 'start': 862.447, 'weight': 0, 'content': [{'end': 865.489, 'text': 'Hence, you need to have a good knowledge of machine learning and deep learning.', 'start': 862.447, 'duration': 3.042}, {'end': 870.63, 'text': 'It is also good to have familiarity with Apache Spark, Apache Hive, Apache Pig, and Hadoop.', 'start': 865.989, 'duration': 4.641}, {'end': 874.372, 'text': "Let's now have a look at the annual average salary of a data scientist.", 'start': 871.251, 'duration': 3.121}, {'end': 881.999, 'text': 'According to Glassdoor, in the US, a data scientist earns $113,000 and in India, 10 lakh rupees per annum.', 'start': 875.396, 'duration': 6.603}, {'end': 884.58, 'text': 'Every company hires data scientists.', 'start': 882.679, 'duration': 1.901}, {'end': 892.583, 'text': 'Out of their huge list, here we have the American MNC Microsoft, the American streaming service Netflix, Pinterest and Amazon.', 'start': 885.02, 'duration': 7.563}, {'end': 897.912, 'text': 'And there you go, those are the top 10 demanding jobs in 2021.', 'start': 893.063, 'duration': 4.849}], 'summary': 'Data scientists earn $113,000 in the us and 10 lakh rupees in india annually, with top hiring companies including microsoft and amazon.', 'duration': 35.465, 'max_score': 862.447, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/uoodpc8xPBw/pics/uoodpc8xPBw862447.jpg'}], 'start': 446.784, 'title': 'In-demand jobs in data and python', 'summary': 'Highlights the job roles of data analyst, information security analyst, and python developer, including their responsibilities, required skills, and average annual salaries, as well as discussing the skills and average annual salaries of python developers, machine learning engineers, and data scientists, and the companies hiring for these positions.', 'chapters': [{'end': 619.042, 'start': 446.784, 'title': 'In-demand jobs: data analyst, information security analyst, python developer', 'summary': 'Highlights the job roles of data analyst, information security analyst, and python developer, including their responsibilities, required skills, average annual salaries, and companies hiring for these positions.', 'duration': 172.258, 'highlights': ['Data Analyst Data analysts gather and interpret information, manipulate, analyze, and interpret complex datasets, prepare reports and dashboards, and earn an average annual salary of $62,453 in the US and 5 lakh rupees per annum in India.', 'Information Security Analyst Information security analysts design and implement security systems, perform penetration testing, earn an average annual salary of $76,410 in the US and Rs 5,73,000 in India, and work with companies such as Juniper Networks, SAP, Equifax, and NTT.', 'Python Developer The responsibilities and skills of a Python developer are not covered in the provided transcript.']}, {'end': 909.357, 'start': 619.702, 'title': 'Python, machine learning, data science jobs', 'summary': 'Discusses the skills and average annual salaries of python developers, machine learning engineers, and data scientists, along with the companies hiring them. it also provides an overview of their roles and responsibilities.', 'duration': 289.655, 'highlights': ['The average annual salary of a Python developer in the US is $76,526 and in India, about 4,20,000 rupees per annum. Provides quantifiable data on the average annual salaries of Python developers in the US and India.', 'Machine learning engineers earn $114,000 per annum in the US and in India, nearly Rs 7,68,000 per annum on an average basis. Offers quantifiable data on the average annual salaries of machine learning engineers in the US and India.', 'According to Glassdoor, in the US, a data scientist earns $113,000 and in India, 10 lakh rupees per annum. Presents quantifiable data on the average annual salaries of data scientists in the US and India.', 'Companies hiring Python developers include Accenture, CGI, Barclays, and HP. Lists notable companies that hire Python developers, providing key information on potential employers.', 'Companies hiring machine learning engineers include Ericsson, Spotify, Google, and Shell. Enumerates prominent companies that hire machine learning engineers, offering valuable insights on potential employers.', 'Companies hiring data scientists include Microsoft, Netflix, Pinterest, and Amazon. Highlights major companies that hire data scientists, providing important information on potential employers.']}], 'duration': 462.573, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/uoodpc8xPBw/pics/uoodpc8xPBw446784.jpg', 'highlights': ['Data scientists earn $113,000 in the US and 10 lakh rupees per annum in India.', 'Machine learning engineers earn $114,000 per annum in the US and nearly Rs 7,68,000 per annum in India.', 'Information security analysts earn an average annual salary of $76,410 in the US and Rs 5,73,000 in India.', 'Python developers earn an average annual salary of $76,526 in the US and about 4,20,000 rupees per annum in India.', 'Data analysts earn an average annual salary of $62,453 in the US and 5 lakh rupees per annum in India.', 'Companies hiring data scientists include Microsoft, Netflix, Pinterest, and Amazon.', 'Companies hiring machine learning engineers include Ericsson, Spotify, Google, and Shell.', 'Companies hiring Python developers include Accenture, CGI, Barclays, and HP.', 'Information security analysts work with companies such as Juniper Networks, SAP, Equifax, and NTT.']}], 'highlights': ['DevOps engineers play a crucial role in coordinating between development and operations teams to ensure efficient project delivery.', 'The annual average salary of a DevOps engineer is $99,604 in the United States and 7 lakh rupees per annum in India.', 'DevOps engineers should have knowledge of Amazon Web Services, Google Cloud Platform, Python, Java, Git, Jenkins, Chef, Puppet, Docker, and Nagios.', 'Companies such as CGI, NASA, Amazon, and Lenovo are hiring DevOps engineers.', 'Digital marketing managers are responsible for planning, developing, implementing, and managing the overall digital marketing strategy, including managing marketing campaigns and utilizing web analytics tools for measuring and optimizing campaigns.', 'In the US, a digital marketing manager earns nearly $74,000, and in India, about Rs 7,16,000 per annum.', 'Mobile developers create mobile applications, with an annual average salary of nearly $96,000 in the US and about Rs 621,000 in India. Key skills include Java, C-sharp, JavaScript, software design, testing, and debugging.', 'Software developers are responsible for developing and testing software, with an annual average salary of $76,526 in the US and about Rs 5,20,000 per annum in India. Key skills include C++, Java, JavaScript, Git, and SQL.', 'Web developers design and build websites, with an average annual salary of nearly $69,000 in the US and about Rs 3,74,000 in India. Key skills include HTML, CSS, JavaScript, web frameworks, and backend technologies such as PHP, .NET, and SQL.', 'Data scientists earn $113,000 in the US and 10 lakh rupees per annum in India.', 'Machine learning engineers earn $114,000 per annum in the US and nearly Rs 7,68,000 per annum in India.', 'Information security analysts earn an average annual salary of $76,410 in the US and Rs 5,73,000 in India.', 'Python developers earn an average annual salary of $76,526 in the US and about 4,20,000 rupees per annum in India.', 'Data analysts earn an average annual salary of $62,453 in the US and 5 lakh rupees per annum in India.', 'Companies hiring data scientists include Microsoft, Netflix, Pinterest, and Amazon.', 'Companies hiring machine learning engineers include Ericsson, Spotify, Google, and Shell.', 'Companies hiring Python developers include Accenture, CGI, Barclays, and HP.', 'Information security analysts work with companies such as Juniper Networks, SAP, Equifax, and NTT.']}