Qureos Mentor

Sofnix(SMC-Private) Limited

JOB SUMMARYThis role will be responsible for creating, testing, implementing, and maintaining the web applications. Additionally, this individual will be responsible for the development of server-side logic using Django framework as well as front-end elements server-side logic using Django framework.To perform this job successfully, an individual must be able to perform each essential function with or without reasonable accommodation.MAIN TASKS AND RESPONSIBILITIES&middot; Architect and develop robust, scalable, and efficient applications across both frontend and backend technologies&middot; Implement server-side logic and database interactions using languages and frameworks&middot; Design and optimize database schemas, write efficient queries, and manage database systems (SQL and NoSQL) for data storage and retrieval&middot; Develop and integrate APIs for seamless communication between frontend and backend systems&middot; Create intuitive, responsive, and visually appealing user interfaces using frontend technologies&middot; Utilize version control systems for managing codebase changes, and deploy applications using CI/CD pipelines to ensure continuous integration and delivery&middot; Write unit tests, conduct integration testing, and debug issues across the full stack to ensure application reliability and performance&middot; Identify and resolve performance bottlenecks in both frontend and backend components to improve application speed and scalability&middot; Implement security best practices such as data encryption, authentication, and authorization mechanisms to protect applications from vulnerabilities and attacks&middot; Work closely with cross-functional teams to gather requirements, discuss solutions, and deliver high-quality software solutionsQUALIFICATIONS&middot; Education: Degree in CS or equivalent experience&middot; 2+ years hands on experience with Python, Django REST Framework, Django Filters and LDAP&middot; 1+ years of experience working in front-end technologies (Next.Js, TRPC, Tailwind CSS, Auth Js, OPEN API 3, TypeScript)&middot; Strong grasp of security principles and how they apply to web applications&middot; Strong understanding of UI, cross-browser compatibility, general web functions and standards&middot; Hands on design experience with web services&middot; Experience Building User Interfaces and Prototypes&middot; Implement a full Models-Views-Templates structure for sites using Django&middot; Deploy applications in a Cross-Platform, Cross-Browser Environment&middot; Follow and Implement Industry Accepted Best Practices&middot; Familiarity with ORM&middot; Knowledge of user authentication and authorization between multiple systems, servers, and environments&middot; Familiarity with event-driven programming&middot; Strong unit test and debugging skills&middot; Experience in Web API&rsquo;s&middot; Good communication skillsJob Type: Full-timeWork Location: In person

Associate Pyhton Developer

JOB SUMMARYAssociate Engineer Machine Learningwill help in discovering the information hidden in vast amounts of dataand help us make smarter decisions to deliver even better products. Primary focus will be in applying data mining techniques, doing statistical analysis, and building high quality prediction systems integrated with our products. Must be able to extract features, select features, code, train model, validate and evaluate the models.MAIN TASKS AND RESPONSIBILITIES&middot; Selecting features, building and optimizing classifiers using machine learning techniques&middot; Data mining or extracting usable data from valuable data sources.&middot; Carrying out preprocessing of structured and unstructured data&middot; Enhancing data collection procedures to include all relevant information for developing analytic systems&middot; Processing, cleansing, and validating the integrity of data to be used for analysis.&middot; Analyzing large amounts of information to find patterns and solutions.&middot; Developing prediction systems and machine learning algorithms&middot; Propose solutions and strategies to tackle business challenges.&middot; Data mining using state-of-the-art methods.&middot; Doing ad-hoc analysis and presenting results in a clear manner&middot; Creating automated anomaly detection systems and constant tracking of its performanceMINIMUM QUALIFICATIONS&middot; 2+ years of Python development experience&middot; 2+ years of SQL experience (No-SQL experience is a plus)&middot; Proven Experience as Data Analyst or Data Scientist&middot; Must have knowledge of NLP modelling techniques, with a firm grasp of the mechanics of modelling methods&middot; Good applied statistical skills, including knowledge of statistical tests, distributions, regression, maximum likelihood estimators, etc. Proficiency in statistics is essential for data-driven companies.Good knowledge of machine learning methods like k-Nearest Neighbors, Naive Bayes, SVM, Decision Forests.&middot; Strong Math Skills (Multivariable Calculus and Linear Algebra) - understanding the fundamentals of Multivariable Calculus and Linear Algebra is important as they form the basis of a lot of predictive performance or algorithm optimization techniques.&middot; Data Wrangling &ndash; proficiency in handling imperfections in data&middot; Excellent Communication Skills&middot; Strong Software Engineering Background&middot; Hands-on experience with data science tools&middot; Problem-solving aptitude&middot; Excellent understanding of machine learning techniques and algorithms, such as k-NN, Naive Bayes, SVM, Decision Forests, etc.&middot; Experience with common data science toolkits, such as R, Weka, NumPy, MatLab, etc&middot; Degree in Computer Science, Data Science or relevant field is preferred.&middot; Excellent problem solving and troubleshooting skills&middot; Excellent oral and written communication skillsJob Type: Full-timeWork Location: In person

Associate Engineer Machine Learning

Join Sofnix(SMC-Private) Limited and explore 2   exciting career opportunities. They're hiring for various roles with options for remote or on-site work. Apply today and become part of their innovative team.

Sofnix(SMC-Private) Limited

ABOUT_COMPANY

Associate Pyhton Developer

Associate Engineer Machine Learning