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5 - 8 years

0 Lacs

Hyderabad, Telangana, India

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Summary Understand complex and critical business problems, formulates integrated analytical approach to mine data sources, employ statistical methods and machine learning algorithms to contribute solving unmet medical needs, discover actionable insights and automate process for reducing effort and time for repeated use. To manage the implementation and adherence to the overall data lifecycle of enterprise data from data acquisition or creation through enrichment, consumption, retention, and retirement, enabling the availability of useful, clean, and accurate data throughout its useful lifecycle. High agility to be able to work across various business domains. High agility to be able to work across various business domains. Integrate business presentations, smart visualization tools and contextual storytelling to translate findings back to business users with a clear impact. Independently manage budget, ensuring appropriate staffing and coordinating projects within the area. If managing a team: empowers the team and provides guidance and coaching, with initial guidance from more senior leaders supervised. This is usually their first people manager experience. About The Role Position Title : Manager Advanced Analytics Location – Hyd-India Hybrid About The Role Provide analytics support to Novartis internal customers (CPOs & Regional marketing and sales teams) on various projects. Support and facilitate data enabled decision making internal customers using data analysis and data science techniques/methods on internal and external(3rd party) data to solve business problems Team NBS CONEXTS-I&CS business support in building capabilities by involving in various initiatives like knowledge sharing, on-boarding and training support, support in all business related tasks/activities, building process documentation and knowledge repositories Your responsibilities include but are not limited to Delivering projects and leading internal customer expectations across multi-channel marketing analytics, Portfolio Analytics, Targeting and Segmentation, Predictive Analytics, Resource Allocation and OptimizationBuild and deliver customer requirements as per agreed SLAs (timeliness, accuracy, quality, etc.) and drive excellent customer satisfaction. Deliver advanced analytical and statistical solutions for various projects related to promotion evaluation, multi-channel marketing (MCM) campaign design, return on investment (value) analysis, resource allocation, segmentation, targeting, and other ad-hoc business questionsSupport exploratory research to identify new areas of application of advanced analytics/data science in providing improved decision-making support. Deliver services through structured project management approach with appropriate documentation and communication throughout the delivery of services.Automation of project codes and development of front-end delivery solutions. Support in creation and maintenance of standard operating procedures (SOPs), quality checklists that will enable excellent quality outputs within the function.Support in developing and maintaining knowledge repositories that captures qualitative and quantitative reports of brands, disease areas, macroeconomic trends of Novartis operating markets, etc.Support team leaders in recruitment and on-boarding of new associates within the organization. Participate in various knowledge sharing sessions that enables growth and improves quality of NBS CONEXTS deliverables across the function.Align with all internal functional operating procedures like time tracking, critical metric tracking and reporting, and other internal systems and processes. Comply to all Novartis operating procedures as per legal/IT/HR requirements. What You’ll Bring To The Role Deriving impactful strategies by defining clear category objectives, working with analytical data, business partners and market expertise. Aligning strategies to measurable target and clearly conveying them to the organization.Should have strong quantitative and systems background. Strong analytical thinking with problem solving approach and good ability to understand new data sources in short timeframe and embed them into standard analyses.Good understanding of pharmaceutical domain and data would be ideal. Strong partner leadership skills and ability to work with multiple partners.Should have worked in an international/Global company with exposure to working in cross-cultural environment. Strong and proactive business results-focus, and proven track record to provide insights that increase efficiency.Hands on to Classification (CART, RF, SVM, GBM, etc.) Clustering, Design of Experiments, Monte Carlo Simulations, Statistical Inference, Feature Engineering, Time Series Forecasting o Good to have: Stochastic models, Bayesian Models, Markov Chains, Dynamic Programming and OptimizationHands on to Project Management, Solid understanding of MS-Office (MS Excel, VBA, PowerPoint, Access), Learning agility, Pharmaceutical industry domain/datasets knowledge – desirable Desirable Requirements University/Advanced degree in Statistics, Economics, Mathematics, Computer Science, Bioinformatics, Ops Research, is preferable.Min 5+ years of hands-on experience in analytics in marketing analytics and experience in pharma industry is preferable. Statistical Modeling/Machine Learning techniques like Regression (esp, GLM, non-linear, etc.). experience in any one of R or Python and exposure to SAS and SQL. Familiarity with Alteryx will be a bonus. Visualization tools – Qlikview, Qliksense, Tableau. Why Novartis Our purpose is to reimagine medicine to improve and extend people’s lives and our vision is to become the most valued and trusted medicines company in the world. How can we achieve this? With our people. It is our associates that drive us each day to reach our ambitions. Be a part of this mission and join us! Learn more here: https://www.novartis.com/about/strategy/people-and-culture You’ll receive: You can find everything you need to know about our benefits and rewards in the Novartis Life Handbook. https://www.novartis.com/careers/benefits-rewards Join our Novartis Network: If this role is not suitable to your experience or career goals but you wish to stay connected to hear more about Novartis and our career opportunities, Join the Novartis Network here: https://talentnetwork.novartis.com/network. Why Novartis: Helping people with disease and their families takes more than innovative science. It takes a community of smart, passionate people like you. Collaborating, supporting and inspiring each other. Combining to achieve breakthroughs that change patients’ lives. Ready to create a brighter future together? https://www.novartis.com/about/strategy/people-and-culture Join our Novartis Network: Not the right Novartis role for you? Sign up to our talent community to stay connected and learn about suitable career opportunities as soon as they come up: https://talentnetwork.novartis.com/network Benefits and Rewards: Read our handbook to learn about all the ways we’ll help you thrive personally and professionally: https://www.novartis.com/careers/benefits-rewards

Posted 6 months ago

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1.0 years

0 Lacs

Hyderabad, Telangana

Remote

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Software Engineer Hyderabad, Telangana, India No longer accepting applications Date posted Jul 25, 2024 Job number 1682952 Work site Up to 100% work from home Travel 0-25 % Role type Individual Contributor Profession Software Engineering Discipline Software Engineering Employment type Full-Time Overview Microsoft is a company where passionate innovators come to collaborate, envision what can be and take their careers further. This is a world of more possibilities, more innovation, more openness, and the sky is the limit thinking in a cloud-enabled world. The AI Platform organization at Microsoft builds the end-to-end Azure AI stack/PaaS and is core to Azure’s innovation and differentiation, as well as all of Microsoft’s flagship products, from Office to Teams, to Xbox. We are the team building Azure OpenAI, Azure ML, Cognitive Services, and the global Azure AI infrastructure for running the largest AI workloads on the planet. We do not just value differences or different perspectives. We seek them out and invite them in so we can tap into the collective power of everyone in the company. As a result, our customers are better served. Within AI Platform, the Cognitive Services team empowers developers and data scientists around the world and of all skill levels to easily add AI capabilities to their apps. #aiplatform Qualifications Required Qualifications: Bachelor's Degree in Computer Science, or related technical discipline with proven experience coding in languages including, but not limited to, C, C++, C#, Java, JavaScript, or Python OR equivalent experience. Preferred/Additional Qualifications: Bachelor's Degree in Computer Science or related technical field AND 1+ year(s) technical engineering experience with coding in languages including, but not limited to, C, C++, C#, Go, Java, JavaScript, or Python OR Master's Degree in Computer Science or related technical field with proven experience coding in languages including, but not limited to, C, C++, C#, Go, Java, JavaScript, or Python OR equivalent experience. Exposure to cloud services Exposure to Deep Neural Network training and inference Knowledge of containerization technologies (i.e. Docker) Basic understanding of DevOps practices #IDCAIPPlatformHiring Responsibilities Work directly with data scientists and researchers to deliver high quality machine learning models. Collaborate effectively with other engineers to build and maintain distributed machine learning systems. Demonstrate keen attention to detail and data interpretation skills to effectively monitor, troubleshoot, and diagnose issues in a live site system. Benefits/perks listed below may vary depending on the nature of your employment with Microsoft and the country where you work.  Industry leading healthcare  Educational resources  Discounts on products and services  Savings and investments  Maternity and paternity leave  Generous time away  Giving programs  Opportunities to network and connect Microsoft is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to age, ancestry, citizenship, color, family or medical care leave, gender identity or expression, genetic information, immigration status, marital status, medical condition, national origin, physical or mental disability, political affiliation, protected veteran or military status, race, ethnicity, religion, sex (including pregnancy), sexual orientation, or any other characteristic protected by applicable local laws, regulations and ordinances. If you need assistance and/or a reasonable accommodation due to a disability during the application process, read more about requesting accommodations. No longer accepting applications

Posted 10 months ago

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5 years

0 Lacs

Chennai, Tamil Nadu, India

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Description We are looking for a Senior Software Development Engineer with established experience in architecting, designing and developing complete technical solutions for complex, ambiguous situations and requirements that has significant business value. Hands on experience in building scalable and extensible web services, using right AWS / cloud technologies and applying appropriate Machine learning techniques is preferred. If you are a fast learner with strong technical skills and motivation to achieve results in a fast-paced environment with high creativity and great analytical reasoning skills, you would love our team and the challenges we take forward. We are part of the Digital Acceleration organization that owns services that support cataloging, publishing, promoting, marketing, purchasing and payments for Digital businesses that includes, but not limited to, Kindle EBooks, Amazon AppStore, Amazon Music, Amazon Prime Video, Amazon Alexa and Audible. Rest assured your work will be highly impactful and visible to Amazon customers and internal stakeholders. We are working on highly ambitious transformation of our services to automate information extraction using Computer Vision and Machine Learning techniques from structured and unstructured content. We will also build new services to enrich catalog metadata using automated inference of descriptive texts, inappropriate metadata identification and augmentation with external data and signals. A day in the life You advice Software Development Managers, Sr. Software Managers, Product Managers and other Engineers on product architecture and technical solves. You provide the architectural and technical vision for the Product / Service and lead the team technically towards the vision. You evaluate multiple technical choices and make right trade-off between short term needs and long term requirements. You mentor team members and raise the bar on high standards with your reviews of their artifacts. You are hands-on and take up development of complex pieces of the architecture and write exemplary code that raises the bar on coding standards and best practices. Basic Qualifications 5+ years of non-internship professional software development experience 5+ years of programming with at least one software programming language experience 5+ years of leading design or architecture (design patterns, reliability and scaling) of new and existing systems experience Experience as a mentor, tech lead or leading an engineering team Preferred Qualifications 5+ years of full software development life cycle, including coding standards, code reviews, source control management, build processes, testing, and operations experience Bachelor's degree in computer science or equivalent Company - ADCI MAA 15 SEZ Job ID: A2674948

Posted 12 months ago

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Exploring Inference Jobs in India

With the rapid growth of technology and data-driven decision making, the demand for professionals with expertise in inference is on the rise in India. Inference jobs involve using statistical methods to draw conclusions from data and make predictions based on available information. From data analysts to machine learning engineers, there are various roles in India that require inference skills.

Top Hiring Locations in India

  1. Bangalore
  2. Mumbai
  3. Delhi
  4. Hyderabad
  5. Pune

These major cities are known for their thriving tech industries and are actively hiring professionals with expertise in inference.

Average Salary Range

The average salary range for inference professionals in India varies based on experience level. Entry-level positions may start at around INR 4-6 lakhs per annum, while experienced professionals can earn upwards of INR 12-15 lakhs per annum.

Career Path

In the field of inference, a typical career path may start as a Data Analyst or Junior Data Scientist, progress to a Data Scientist or Machine Learning Engineer, and eventually lead to roles like Senior Data Scientist or Principal Data Scientist. With experience and expertise, professionals can also move into leadership positions such as Data Science Manager or Chief Data Scientist.

Related Skills

In addition to expertise in inference, professionals in India may benefit from having skills in programming languages such as Python or R, knowledge of machine learning algorithms, experience with data visualization tools like Tableau or Power BI, and strong communication and problem-solving abilities.

Interview Questions

  • What is the difference between inferential statistics and descriptive statistics? (basic)
  • How do you handle missing data in a dataset when performing inference? (medium)
  • Can you explain the bias-variance tradeoff in the context of inference? (medium)
  • What are the assumptions of linear regression and how do you test them? (advanced)
  • How would you determine the significance of a coefficient in a regression model? (medium)
  • Explain the concept of p-value and its significance in hypothesis testing. (basic)
  • Can you discuss the difference between frequentist and Bayesian inference methods? (advanced)
  • How do you handle multicollinearity in a regression model? (medium)
  • What is the Central Limit Theorem and why is it important in statistical inference? (medium)
  • How would you choose between different machine learning algorithms for a given inference task? (medium)
  • Explain the concept of overfitting and how it can affect inference results. (medium)
  • Can you discuss the difference between parametric and non-parametric inference methods? (advanced)
  • Describe a real-world project where you applied inference techniques to draw meaningful conclusions from data. (advanced)
  • How do you assess the goodness of fit of a regression model in inference? (medium)
  • What is the purpose of cross-validation in machine learning and how does it impact inference? (medium)
  • Can you explain the concept of Type I and Type II errors in hypothesis testing? (basic)
  • How would you handle outliers in a dataset when performing inference? (medium)
  • Discuss the importance of sample size in statistical inference and hypothesis testing. (basic)
  • How do you interpret confidence intervals in an inference context? (medium)
  • Can you explain the concept of statistical power and its relevance in inference? (medium)
  • What are some common pitfalls to avoid when performing inference on data? (basic)
  • How do you test the normality assumption in a dataset for conducting inference? (medium)
  • Explain the difference between correlation and causation in the context of inference. (medium)
  • How would you evaluate the performance of a classification model in an inference task? (medium)
  • Discuss the importance of feature selection in building an effective inference model. (medium)

Closing Remark

As you explore opportunities in the inference job market in India, remember to prepare thoroughly by honing your skills, gaining practical experience, and staying updated with industry trends. With dedication and confidence, you can embark on a rewarding career in this field. Good luck!

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