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AI/ML Engineer

Harpreet Kaur's profile picture
Posted by Harpreet Kaur
6 - 12 yrs
₹10L - ₹15L / yr
Remote only
Skills
Natural Language Processing (NLP)
Artificial Intelligence (AI)
Machine Learning (ML)
Generative AI
Deep Learning
LLM

Job Title: AI/ML Engineer

Expereince: 5+ Years

Location: Remote

 

Responsbilities

Algorithm Development:

• Design and develop cutting-edge algorithms for solving complex business problems.

• Collaborate with cross-functional teams to understand business requirements and translate them into effective AI/ML solutions.

Content Customization:

• Implement content customization strategies to enhance user experience and engagement.

• Work closely with stakeholders to tailor AI/ML models for specific business needs.

Data Collection and Preprocessing:

• Develop robust data collection strategies to ensure the availability of high-quality datasets.

• Implement preprocessing techniques to clean and prepare data for model training.

Model Training and Evaluation:

• Utilize machine learning frameworks such as TensorFlow, Pytorch, and Scikit Learn for model training.

• Conduct rigorous evaluation of models to ensure accuracy and reliability.

Monitoring and Optimization:

• Implement monitoring systems to track the performance of deployed models.

• Continuously optimize models for better efficiency and accuracy.

Data Analytics and Reporting:

• Leverage statistical modelling techniques to derive meaningful insights from data.

• Generate reports and dashboards to communicate findings to stakeholders.

Documentation:

• Create comprehensive documentation for algorithms, models, and implementation details.

• Provide documentation for training, deployment, and maintenance procedures.

 

Skills:

  • 6+ years of experience in AI/ML engineering.
  • Proficiency in Python and machine learning frameworks (TensorFlow, Pytorch, Scikit Learn).
  • Experience in Natural Language Processing (NLP) and Computer Vision.
  • Expertise in Generative AI techniques.
  • Familiarity with cloud platforms such as Azure and AWS.
  • Strong background in statistical modelling and content customization.
  • Excellent problem-solving skills and ability to work independently.
  • Strong communication and collaboration skills


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I had an amazing experience. It was a delight getting interviewed via Cutshort. The entire end to end process was amazing. I would like to mention Reshika, she was just amazing wrt guiding me through the process. Thank you team.
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About Matellio India Private Limited

Founded :
1998
Type :
Services
Size :
100-1000
Stage :
Profitable

About

As an end-to-end web and mobile app development company, we help businesses create robust, IoT, AI/ ML, and Location-based solutions. Get in touch to book a free consultation!

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Connect with the team

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Harshit Sharma
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Matellio HR
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Harpreet Kaur

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SOFTWAY


Title: UX Engineer II | Department: Product Development


Vision for Product Development

The Product Development Team is dedicated to shaping the future by turning ideas into products that will significantly impact customer lives and propel the organization forward. With a vision to launch a variety of products poised to become major revenue drivers, we are committed to crafting solutions that not only meet but exceed expectations. Every product we undertake is a step towards redefining what's possible, ensuring our journey is one of progress, impact, and success.


Overall Purpose of the Position:

As a UX Engineer II, your primary objective is to lead the design and implementation of user-centric interfaces and experiences for our products. Collaborating closely with cross-functional teams, you will drive the UX/UI design process from concept to delivery, ensuring that our products are visually appealing, intuitive to use, and aligned with user needs and business goals.


Key Responsibilities and Duties:

User Research and Analysis: Conduct user research to understand user behaviors, needs, and pain points. Analyze research findings to inform UX/UI design decisions and identify opportunities for improvement.

UX/UI Design: Lead the design of intuitive, visually appealing user interfaces and experiences for web and mobile applications. Create wireframes, prototypes, and design mockups to communicate design concepts and solutions.

Interaction Design: Define user interactions, flows, and navigation patterns to optimize user engagement and task completion. Collaborate with product managers and engineers to translate design concepts into functional, interactive experiences.

Usability Testing: Plan and conduct usability testing sessions to gather feedback on design prototypes and iterate on design solutions based on user feedback. Advocate for user-centered design principles and best practices within the team.

Design Systems and Guidelines: Establish and maintain design systems, patterns, and guidelines to ensure consistency and coherence across products and platforms. Evangelize design standards and best practices to ensure a unified user experience.

Cross-Functional Collaboration: Collaborate with product managers, software engineers, and other stakeholders to align UX/UI design initiatives with product goals and technical requirements. Foster a collaborative, cross-functional team environment focused on delivering exceptional user experiences.

Mentorship and Leadership: Mentor junior UX/UI designers and contribute to their professional growth and development. Provide leadership and guidance on UX/UI design projects, setting high standards for quality and innovation.

Continuous Improvement: Stay updated on industry trends, emerging technologies, and best practices in UX/UI design. Identify opportunities for process improvement and innovation to enhance the overall effectiveness and efficiency of the UX/UI design process.

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Proficiency in UX/UI design tools such as Sketch, Adobe XD, or Figma.

Strong understanding of user-centered design principles and methodologies.

Experience conducting user research, usability testing, and data analysis.

Excellent visual design skills with a keen eye for typography, layout, and color.

Solid understanding of interaction design principles and best practices.

Strong communication and collaboration skills with the ability to present and justify design decisions to stakeholders.

Experience working in an agile development environment and collaborating closely with product managers and software engineers.

Bachelor's degree in Human-Computer Interaction, Design, or related field. Master's degree preferred.


Certifications:

UX/UI Design Certifications: Certifications from reputable organizations that validate proficiency in UX/UI design principles, methodologies, and tools. Examples include: Nielsen Norman Group UX Certification

Interaction Design Foundation (IDF) UX Design Certification

Certified User Experience Professional (CUXP) by the User Experience Professionals Association (UXPA)

User Research Certification: Certifications focused on user research techniques, methodologies, and best practices. Examples include:

User Research Academy Certification

Certified Usability Analyst (CUA) by Human Factors International

Accessibility Certification: Certifications demonstrating expertise in designing accessible user interfaces and experiences. Examples include:

International Association of Accessibility Professionals (IAAP) Certification

Web Accessibility Specialist (WAS) Certification by the International Association of Accessibility Professionals

Agile or Scrum Certification: While not specific to UX/UI design, certifications in Agile or Scrum methodologies can be beneficial for working effectively in agile development environments. Examples include:

Certified ScrumMaster (CSM) by Scrum Alliance

Professional Scrum Master (PSM) by Scrum.org


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Front-end Technologies:

Proficiency in HTML, CSS, and JavaScript for building user interfaces.

Knowledge of front-end frameworks such as React.js, Angular, or Vue.js for developing interactive and responsive web applications.

Understanding of design systems and component libraries to maintain consistency across user interfaces.

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Experience with prototyping tools like Figma to create interactive prototypes and mockups for user testing and stakeholder feedback.

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Familiarity with collaboration platforms such as Figma, Miro, or Axure RP for facilitating remote collaboration, design reviews, and brainstorming sessions with cross-functional teams.

Version Control Systems:

Knowledge of version control systems like Git for managing design files, tracking changes, and collaborating with developers on design implementations.

User Research and Testing Tools:

Experience with user research and testing tools such as UsabilityHub, UserTesting, or Optimal Workshop for conducting usability studies, surveys, and gathering user feedback.

Accessibility Tools:

Understanding of accessibility evaluation tools like Axe, Lighthouse, or WAVE to ensure designs comply with accessibility standards and guidelines (e.g., WCAG).

Responsive Design Principles:

Knowledge of responsive design principles and techniques to create user interfaces that adapt seamlessly across different devices and screen sizes.

Cross-functional Collaboration Tools:

Proficiency in communication and collaboration tools such as Slack, Microsoft Teams, or Zoom for facilitating communication and coordination with cross-functional teams.


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Prioritize relationships: We forge unbroken trust, achieve customer intimacy and practice

forgiveness

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Focus on outcomes: We deliver with purpose, value impact over effort and engage in strategic problem-solving

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Be Effective: We align for impact, are interwoven in collaboration and strategize for success.


In Person Meetings & Travel Expectations:

In-Person Team Meetings: Regular attendance for in-person team meetings is required. Company Meetings / Retreats: Attendance for all Company-wide Meetings and/or Retreats is mandatory.

Client Visits: Occasional travel for client visits may be necessary. Travel frequency will depend on client requirements and or international travel laws/restrictions.

International Collaboration (India & US): Willingness to travel to India and/or US as requested to collaborate with cross-functional teams is required.


Reporting Structure: Reports directly to the Product Development Manager


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Engage with cross-functional teams, clients, and stakeholders, participating in collaborative discussions to contribute ideas to enhance project outcomes and grow the function. Foster a teamwork-oriented mindset, attend regular team meetings, share regular feedback as a mentor, and seek opportunities for knowledge-sharing of insights and best practices. It includes providing regular updates on the function’s performance and strategic initiatives to leadership, and fostering transparency and collaboration.


Adherence to Standards: Consistency in applying coding standards and adherence to Softway's policies.


Professional Development Opportunities:

Advanced UX/UI Design Training: Participate in advanced training programs, workshops, and courses on UX/UI design principles, methodologies, and tools.

Certification Programs: Pursue certifications in UX/UI design, user research, and accessibility to validate expertise and commitment to the profession.

Cross-Functional Skills Development: Gain exposure to other areas of product development, such as product management, software engineering, and data analytics, to broaden your skill set and perspective.

Networking and Community Engagement: Join UX/UI design communities, attend conferences, and participate in industry events to network with peers and stay updated on industry trends and best practices.

Research and Innovation Projects: Get involved in research and innovation projects within the organization to explore new design concepts, technologies, and methodologies.


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Design Quality and Innovation: Assess the quality and creativity of UX/UI design solutions, considering factors such as usability, visual appeal, and innovation.

User Satisfaction and Engagement: Measure user satisfaction and engagement metrics to evaluate the effectiveness of UX/UI design in driving user adoption and retention.

Collaboration and Leadership: Evaluate collaboration skills and leadership abilities based on contributions to cross-functional team projects and mentorship of junior designers.

Continuous Improvement: Track participation in professional development activities and initiatives to assess commitment to continuous learning and improvement in UX/UI design skills.

Overall Impact: Evaluate the overall impact of UX/UI design efforts on product success and business goals, considering factors such as user feedback, market performance, and stakeholder satisfaction. 

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Shubham Vishwakarma's profile image

Shubham Vishwakarma

Full Stack Developer - Averlon
I had an amazing experience. It was a delight getting interviewed via Cutshort. The entire end to end process was amazing. I would like to mention Reshika, she was just amazing wrt guiding me through the process. Thank you team.
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