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Data and Applied Scientist II

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Microsoft

1mo ago

  • Job
    Full-time
    Junior Level
  • Data
    Research & Development
  • Hyderabad, +1

AI generated summary

  • You need a relevant degree and 2+ years of experience in ML/NLP frameworks, Big Data, and software development. Proven track record in shipping high-quality products is preferred.
  • You will develop machine learning algorithms, design real-time solutions, build data checks, host ML models, conduct experiments, and enhance NLP technologies while evaluating product impact.

Requirements

  • Required Qualifications:
  • * Bachelor's Degree in Statistics, Econometrics, Computer Science, Electrical or Computer Engineering, or related field AND 2+ years related experience (e.g., statistics, predictive analytics, research)
  • * OR Master's Degree in Statistics, Econometrics, Computer Science, Electrical or Computer Engineering, or related field AND 1+ year(s) related experience (e.g., statistics, predictive analytics, research)
  • * OR Doctorate in Statistics, Econometrics, Computer Science, Electrical or Computer Engineering, or related field
  • * OR equivalent experience.
  • * 2+ years of hands-on experience with ML/NLP frameworks like PyTorch, Tensorflow, ONNX and HuggingFace.
  • * Experience with data mining and analysis using Big Data platforms like Spark, MapReduce, Hadoop etc.
  • * Experience with software design and development.
  • Additional Or Preferred Qualifications:
  • * Research and/or development experience with machine learning, NLP and data mining.
  • * Experience in architecting, developing, and delivering advanced NLP projects.
  • * Customer focused mindset, strategic, drives for results, is self-motivated, and has a propensity for action.
  • * Proven track record on shipping products/services with high quality.

Responsibilities

  • Responsibilities
  • Developing novel machine learning and data mining algorithms.
  • Designing and developing solutions that respond in real time.
  • Build data quality checks and re-usable modules for the training.
  • Host ML models with production-ready code and integrating them with production pipelines.
  • Designing and executing offline/online experiments. Advancing the state of the art of NLP technologies for real world scenarios.
  • Investigating and solving NLP accuracy and robustness issues across all processing chains, including model development, test and quality control, deployment, and user feedback stages.
  • Evaluating product impact via controlled statistical experiments and iterating on technique to deliver maximum business impact.

FAQs

What is the main focus of the Bing Fundamentals Organization at Microsoft?

The main focus is to drive innovation by creating engaging search experiences, particularly through improving user experience with query suggestions and developing features like Topic Exploration.

What skills are required for the Data and Applied Scientist II position?

Required skills include strong Machine/Deep Learning expertise, hands-on experience with ML/NLP frameworks such as PyTorch and TensorFlow, experience with Big Data platforms like Spark, and software design and development skills.

What qualifications are necessary to apply for this role?

Applicants need a Bachelor's degree with 2+ years of related experience, a Master's degree with 1+ year of experience, or a Doctorate in a relevant field. Equivalent experience is also acceptable.

Is experience in NLP important for this position?

Yes, experience in machine learning, NLP, and data mining is highly valued for this position, including a proven track record in developing and delivering advanced NLP projects.

What types of projects will be worked on in this role?

The role includes developing novel machine learning algorithms, designing solutions for real-time responses, and advancing NLP technologies for real-world scenarios.

Will there be opportunities to work on experimentation and product evaluation?

Yes, the position involves designing and executing offline/online experiments and evaluating product impact through controlled statistical experiments.

Are team collaboration and culture emphasized in this position?

Yes, the Bing Related Searches team values collaboration across different backgrounds, fostering a culture of inclusion and teamwork.

What is the work environment like for this role?

The work environment is collaborative, inclusive, and focused on creating substantial impact through innovative technologies in machine learning and NLP.

Are there opportunities for growth and advancement within the team?

Yes, Microsoft encourages a growth mindset and provides opportunities for innovation and professional development within the team.

How does Microsoft ensure diversity and inclusion in hiring?

Microsoft is an equal opportunity employer and considers qualified applicants without regard to various attributes, ensuring a diverse and inclusive workplace.

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Microsoft

Technology
Industry
10,001+
Employees
1975
Founded Year

Mission & Purpose

Every company has a mission. What's ours? To empower every person and every organization to achieve more. We believe technology can and should be a force for good and that meaningful innovation contributes to a brighter world in the future and today. Our culture doesn’t just encourage curiosity; it embraces it. Each day we make progress together by showing up as our authentic selves. We show up with a learn-it-all mentality. We show up cheering on others, knowing their success doesn't diminish our own. We show up every day open to learning our own biases, changing our behavior, and inviting in differences. When we show up, we achieve more together. Microsoft operates in 190 countries and is made up of more than 220,000 passionate employees worldwide.