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Data Science
Machine Learning (ML)Location: Ahmedabad / Pune
Team: Technology
Company Profile
InFoCusp is a company working in the broad field of Computer Science, Software Engineering, and Artificial Intelligence (AI). It is headquartered in Ahmedabad, India, having a branch office in Pune.
We have worked on / are working on AI projects / algorithms-heavy projects with applications ranging in finance, healthcare, e-commerce, legal, HR/recruiting, pharmaceutical, leisure sports and computer gaming domains. All of this is based on the core concepts of data science,
computer vision, machine learning (with emphasis on deep learning), cloud computing, biomedical signal processing, text and natural language processing, distributed systems, embedded systems and the Internet of Things.
PRIMARY RESPONSIBILITIES:
● Applying machine learning, deep learning, and signal processing on large datasets (Audio, sensors, images, videos, text) to develop models.
● Architecting large scale data analytics/modeling systems.
● Designing and programming machine learning methods and integrating them into our ML framework/pipeline.
● Analyzing data collected from various sources,
● Evaluate and validate the analysis with statistical methods. Also presenting this in a lucid form to people not familiar with the domain of data science/computer science.
● Writing specifications for algorithms, reports on data analysis, and documentation of algorithms.
● Evaluating new machine learning methods and adapting them for our
purposes.
● Feature engineering to add new features that improve model
performance.
KNOWLEDGE AND SKILL REQUIREMENTS:
● Background and knowledge of recent advances in machine learning, deep learning, natural language processing, and/or image/signal/video processing with at least 3 years of professional work experience working on real-world data.
● Strong programming background, e.g. Python, C/C++, R, Java, and knowledge of software engineering concepts (OOP, design patterns).
● Knowledge of machine learning libraries Tensorflow, Jax, Keras, scikit-learn, pyTorch. Excellent mathematical skills and background, e.g. accuracy, significance tests, visualization, advanced probability concepts
● Ability to perform both independent and collaborative research.
● Excellent written and spoken communication skills.
● A proven ability to work in a cross-discipline environment in defined time frames. Knowledge and experience of deploying large-scale systems using distributed and cloud-based systems (Hadoop, Spark, Amazon EC2, Dataflow) is a big plus.
● Knowledge of systems engineering is a big plus.
● Some experience in project management and mentoring is also a big plus.
EDUCATION:
- B.E.\B. Tech\B.S. candidates' entries with significant prior experience in the aforementioned fields will be considered.
- M.E.\M.S.\M. Tech\PhD preferably in fields related to Computer Science with experience in machine learning, image and signal processing, or statistics preferred.
AngularJS (1.x)
Angular (2+)- Experience Level: 2+ years
- Strong skills in TypeScript and Angular, modern web development using technologies like
- Angular, NgRx, RxJS, TypeScript, modern CSS frameworks and webpack.
- Some experience with RESTful API’s, basic HTTP knowledge, GET/POST etc
- Experience of end-to-end full software development life cycle and best-practice
- methodologies.
- Good Communication skills.
Vue.jsAngularJS (1.x)Angular (2+)
React.js
Javascript3 - 5 Years of experience, in that min 2 years of experience with PHP MVC frameworks like
Laravel(preferred), CodeIgniter, etc.
Strong Experience in PHP and MySQL and their declarative query languages
Understanding the fully synchronous behaviour of PHP
Strong experience in JavaScript and good to have working knowledge on any JS frameworks like Angular (Preferred) React, Python etc. - Understanding of MVC design patterns
Good understanding of front-end technologies JavaScript, jQuery, Angular, HTML, and CSS3
Knowledge of object-oriented PHP programming
Understanding accessibility and security compliance
Strong knowledge of the common PHP or web server exploits and their solutions
Understanding fundamental design principles behind a scalable application
User authentication and authorization between multiple systems, servers, and environments
Integration of multiple data sources and databases into one system
Familiarity with limitations of PHP as a platform and its workarounds
Creating database schemas that represent and support business processes
Proficient understanding of code versioning tools, such as Git
Basic knowledge of AWS and Shell command
Location: Ahmedabad (Temporary WFH)
Designation: QA Engineer
Experience: Fresher to 3 Years
Salary: As per market standards
Responsibilities
1-Should have played a vital role in Setting up Automation Frameworks, Processes, and Standards.
2-Expert proficiency in automation scripting using Java or other scripting languages.
3-Experience in using automation tools like Selenium/Webdriver, Sikuli, Junit/JMeter, etc.
4-Good expertise in System, Regression, Smoke, Sanity, Ad-Hoc, Browser Compatibility, and Interface testing.
5-Prepare test case for Functional, Non-Functional, Integration and Usability, UI.
6-Experienced with a defect and bug tracking tools like Bugzilla, JIRA, etc.
7-Hands on experience in Test Planning, Test designing, and Test Execution, Defect Tracking & Defect Reporting.
8-Experience working in an agile development environment and scrum methodologies.
9- Involvement in setting up Test Environments, Requirements Management, Requirement Analysis.
10-Good understanding of database.
11-Should have experience in API testing.
12- Should have knowledge of payment gateway testing.
13- Good Knowledge of Performance Testing, Regression Testing, DataBase testing, Android Testing.
Qualifications
Education: B.E/B.Tech BCA/MCA
- Responsible for attendance and leave management
- Must be responsible for file maintenance
- Facilitate employee's review
- Hands-on experience in HR and other statutory compliance.
- Carry out the tasks specifically assigned by the CEO of the organisation
- Candidates who handled both payroll and admin will be given preference
- Excellent communication and presentation skills
- Must speak fluent English and Hindi (added advantage and would be given preference)
- Good in Excel, MS Word, and email correspondence
.NET- Monitor and maintain office equipment; inventory supplies and order replacement supplies as needed
- Create, update, and maintain personnel records, financial records, and other records/data
- Support department managers, staff, and CEO
- Coordinate building and maintenance issues for general repair and updates
- Monitor incoming and outgoing mail; receive and sign for mail/packages from couriers and deliver to the proper recipient
- Prepare correspondence, documentation, or presentation materials
- Assist other departments with administrative or clerical support
- Routine Calling and communication duties in specific hours in different segment
Required Skills:
- Bachelor’s degree in business, administration, or a related field preferred
- Prior experience handling administrative responsibilities or related field
- Proficient computer skills, including Microsoft Office Suite (Word, PowerPoint, and Excel); scheduling appointments/updating calendars a must.
- Highly organized multitasker who works well in a fast-paced environment
- Willingness to learn and to grow with the company
- Excellent written and verbal communication skills
Laravel
CodeIgniter
PHPJavascript- Have thorough knowledge of PHP, JavaScript, AJAX, jQuery, HTML5, CSS3, Bootstrap
- Possess the ability in Angular js, React js
- Top-notch programming skills, ability to produce quality code that is maintainable, efficient, reliable and secure.
- Development of APIs as required. Rest or Soap API integration.
- Strong knowledge of MVC is required
- Must Know Framework like Laravel, CodeIgniter, Cake Php, Yii
- Have experience in MySQL, MariaDB databases.
- Distributed version control and regular deployments.
- Have Good Communication skills.
Craft Sales Pitches for Sales Team
Assist Sales Team in Qualifying Prospects
Provide Product Knowledge Support to Sales Team
PHPCodeIgniter
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