&lt;ol&gt;
&lt;li&gt; Help teams understand what data science can do for them and set the right expectations.&lt;/li&gt;
&lt;li&gt; Use deep learning, machine learning, and analytical methods to create scalable solutions for business problems.&lt;/li&gt;
&lt;li&gt; Create innovative solutions and applications utilising advanced NLP algorithms/architectures including (but not limited to ) LLMs for tasks such as text generation, summarization, translation, entity extraction and concept recognition,clustering, and more.&lt;/li&gt;
&lt;li&gt; Contribute to the execution of our vision for NLP-based technology solutions using various NLP toolkits like Huggingface, Spacy, CoreNLP, OpenNLP, etc.&lt;/li&gt;
&lt;li&gt; Perform relevant data analysis and benchmark the NLP solutions to improve our offerings.&lt;/li&gt;
&lt;li&gt; Be able to clearly communicate results and recommendations to various stakeholders.&lt;/li&gt;
&lt;li&gt; Evaluate the effectiveness of the solutions and improve upon them in a continuous manner. We expect one to have a mix of a strong technical background, the ability to understand the business implications of their work, and the ability to empathise with our users and work towards helping PhysicsWallah give them the best experience.&lt;/li&gt;
&lt;li&gt; Help and mentor junior members to become better data scientists.&lt;/li&gt;
&lt;/ol&gt;

Noida

Data Scientist

&lt;ol&gt;
&lt;li&gt;Basic understanding of CSS pre-processing platforms in JS&lt;/li&gt;
&lt;li&gt;Proficient understanding of at least one of the Ul Library/frameworks React, Next.js.&lt;/li&gt;
&lt;li&gt;Good understanding of ES6 and above&lt;/li&gt;
&lt;li&gt;Experience with Typescript is a plus&lt;/li&gt;
&lt;li&gt;⁠Sound knowledge of design patterns and practices for writing clean, linted, maintainable and reusable code&lt;/li&gt;
&lt;li&gt;⁠Proficient understanding of cross-browser compatibility issues and ways to work around them.&lt;/li&gt;
&lt;li&gt;⁠Understanding of Version Control Systems like Git&lt;/li&gt;
&lt;li&gt;Experience in using supplementary libraries like Redux,&lt;/li&gt;
&lt;li&gt;Experience in TDD (Test Driven Development) for Unit Testing with libraries like Jasmine, Mocha, Simon, Karma etc &lt;/li&gt;
&lt;li&gt;Specific to SDE3&lt;/li&gt;
&lt;li&gt;Ability to set and communicate clear goals &amp;amp; expectations for oneself and team&lt;/li&gt;
&lt;li&gt;⁠Awareness of the latest and best practices in the field, Curiosity about new domains, ideas as well as work practices across the companies&lt;/li&gt;
&lt;li&gt;⁠Maintain relationships with team members as well as stakeholders by knowing their interest, expectations, Ability to manage each individual as per the circumstances&lt;/li&gt;
&lt;/ol&gt;

Frontend Developer

&lt;ol&gt;
&lt;li&gt;Experience working with cloud platforms like GCP, AWS or Azure.&lt;/li&gt;
&lt;li&gt;Experience working with Microservices or distributed systems&lt;/li&gt;
&lt;li&gt;Experience in developing and delivering products in a startup environment&lt;/li&gt;
&lt;li&gt;Strong code-reviewing skills&lt;/li&gt;
&lt;li&gt;Excellent debugging and optimization skills.&lt;/li&gt;
&lt;/ol&gt;

Backend Developer

&lt;p&gt;&lt;strong&gt;Roles &amp;amp; Responsibilities:&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Develop ETL (Extract, Transform, Load) processes to move and transform data between systems.&lt;/li&gt;
&lt;li&gt;Integrate data from various sources, ensuring consistency and accuracy.&lt;/li&gt;
&lt;li&gt;Monitor system performance and identify areas for optimization.&lt;/li&gt;
&lt;li&gt;Align architecture with business requirements and provide solutions which fit best to solve the business problems&lt;/li&gt;
&lt;li&gt;Build the infrastructure required for optimal ETL pipelines from a wide variety of data sources using SQL and AWS - big data- technologies.&lt;/li&gt;
&lt;li&gt;Evaluate and recommend new technologies to enhance data processing capabilities.&lt;/li&gt;
&lt;li&gt;Work closely with data scientists, analysts, and other stakeholders to understand their data needs.&lt;/li&gt;
&lt;li&gt;Use programming language( python, spark) and tools efficiently to collate the data&lt;/li&gt;
&lt;li&gt;Identify ways to improve data reliability, efficiency and quality.&lt;/li&gt;
&lt;li&gt;Use data to discover tasks that can be automated.&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Skill Sets:&lt;/strong&gt;&lt;/p&gt;
&lt;p&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Can Develop ETL (Extract, Transform, Load) processes to move and transform data between systems.&lt;/li&gt;
&lt;li&gt;Have good hands-on experience in any coding language Python or Scala.&lt;/li&gt;
&lt;li&gt;Good understanding of Data Engineering concepts such as data warehousing, datalakes, data modeling, data quality assurance, data lifecycle management, streaming data, metadata management etc.&lt;/li&gt;
&lt;li&gt;Strong hold on cloud-based ecosystems(AWS preferred).&lt;/li&gt;
&lt;li&gt;Have an understanding of data pipeline orchestration tools such as Airflow or Azkaban (Airflow Preferable).&lt;/li&gt;
&lt;li&gt;Can work with spark, EMR and Kubernetes cluster.&lt;/li&gt;
&lt;li&gt;Can write spark jobs, shell scripts and optimized data pipelines.&lt;/li&gt;
&lt;li&gt;Experience with relational SQL and NoSQL databases, including Postgres, Amazon Redshift and MongoDB.&lt;/li&gt;
&lt;li&gt;Have an understanding of OOPS-based data platforms, and can develop data platform modules.&lt;/li&gt;
&lt;li&gt;Good understanding of backend APIs and their use cases.&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&lt;/p&gt;
&lt;p&gt;&lt;/p&gt;