Material Depot
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Data Science
Machine Learning (ML)
Deep Learning
R Programming
PythonJob Description
Do you have a passion for computer vision and deep learning problems? We are looking for someone who thrives on collaboration and wants to push the boundaries of what is possible today! Material Depot (materialdepot.in) is on a mission to be India’s largest tech company in the Architecture, Engineering and Construction space by democratizing the construction ecosystem and bringing stakeholders onto a common digital platform. Our engineering team is responsible for developing Computer Vision and Machine Learning tools to enable digitization across the construction ecosystem. The founding team includes people from top management consulting firms and top colleges in India (like BCG, IITB), and have worked extensively in the construction space globally and is funded by top Indian VCs.
Our team empowers Architectural and Design Businesses to effectively manage their day to day operations. We are seeking an experienced, talented Data Scientist to join our team. You’ll be bringing your talents and expertise to continue building and evolving our highly available and distributed platform.
Our solutions need complex problem solving in computer vision that require robust, efficient, well tested, and clean solutions. The ideal candidate will possess the self-motivation, curiosity, and initiative to achieve those goals. Analogously, the candidate is a lifelong learner who passionately seeks to improve themselves and the quality of their work. You will work together with similar minds in a unique team where your skills and expertise can be used to influence future user experiences that will be used by millions.
In this role, you will:
- Extensive knowledge in machine learning and deep learning techniques
- Solid background in image processing/computer vision
- Experience in building datasets for computer vision tasks
- Experience working with and creating data structures / architectures
- Proficiency in at least one major machine learning framework
- Experience visualizing data to stakeholders
- Ability to analyze and debug complex algorithms
- Good understanding and applied experience in classic 2D image processing and segmentation
- Robust semantic object detection under different lighting conditions
- Segmentation of non-rigid contours in challenging/low contrast scenarios
- Sub-pixel accurate refinement of contours and features
- Experience in image quality assessment
- Experience with in depth failure analysis of algorithms
- Highly skilled in at least one scripting language such as Python or Matlab and solid experience in C++
- Creativity and curiosity for solving highly complex problems
- Excellent communication and collaboration skills
- Mentor and support other technical team members in the organization
- Create, improve, and refine workflows and processes for delivering quality software on time and with carefully calculated debt
- Work closely with product managers, customer support representatives, and account executives to help the business move fast and efficiently through relentless automation.
How you will do this:
- You’re part of an agile, multidisciplinary team.
- You bring your own unique skill set to the table and collaborate with others to accomplish your team’s goals.
- You prioritize your work with the team and its product owner, weighing both the business and technical value of each task.
- You experiment, test, try, fail, and learn continuously.
- You don’t do things just because they were always done that way, you bring your experience and expertise with you and help the team make the best decisions.
For this role, you must have:
- Strong knowledge of and experience with the functional programming paradigm.
- Experience conducting code reviews, providing feedback to other engineers.
- Great communication skills and a proven ability to work as part of a tight-knit team.
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learners point
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"Learners Point" refers to several different educational and training institutions, so it's important to clarify which one you're interested in. Here's a breakdown of some prominent ones:
1. Learners Point Academy (Dubai, UAE & India)
- Overview: This is a well-recognized, ISO 9001:2015 certified institute that has been providing corporate and individual training in the MENA region since 2001. They are KHDA-accredited in Dubai and have expanded to India (Bangalore and Kozhikode).
- Mission: To empower individuals and organizations with skills for success in a rapidly changing world through transformative learning experiences.
- Courses Offered: They offer a wide range of certified courses across various domains, including:
- IT: Data Science, AI, Machine Learning, Cybersecurity, UI/UX, Web Development, ERPs (SAP), Microsoft Power Platforms.
- Finance: Certified Management Accountant (CMA), Financial Modeling, IFRS.
- Management & HR: Certified HR Manager (CHRM), Strategic HR Management, Project Management (PMP), Leadership Skills, Business Administration.
- Logistics and Supply Chain: CIPS accreditations.
- Sales and Marketing: Digital Marketing, Social Media Marketing.
- Soft Skills: Communication, Public Speaking, Emotional Intelligence.
- Language Training: Spoken English, Arabic, French, German, Russian.
- Key Features:
- Customized training solutions for individuals and corporates.
- Experienced and qualified trainers.
- Focus on practical, career-oriented skills.
- Accreditations from recognized bodies like KHDA, CPD UK, HRCI, and CIPS.
- Locations:
- Dubai, UAE: Suite 610 - 6th Floor, The Business Center, Opp to Burjuman Centre, Adjacent to Burjuman Metro Station Exit 4, Khalid Bin Walid Street.
- Bangalore, India: No. 460/454, 3rd Floor, HSR Layout, 5th Sector, Teachers Colony, Sarjapura Ring Road, Bangalore, Karnataka.
- Kozhikode, India: 2nd Floor, Agni Arcade, Kodamalikunn Medical College, Thondayad, Kozhikode, Kerala.
- Reviews: Generally positive reviews highlight responsive staff, helpful instructors, and well-organized course material, with many students successfully clearing certifications.
2. Learning Point Foundation (Bangalore, India)
- Overview: This is a foundation primarily focused on providing education and support to underprivileged individuals in Bangalore's slum areas, including dropouts and women.
- Mission: To make education accessible to all, empower individuals and communities to break the cycle of poverty, and build a bright future.
- Key Initiatives:
- Educating underprivileged communities.
- Encouraging dropout students (offering NIOS system for 10th and 12th standard).
- Empowering women.
- Supporting Huffaz & Aalims with modern education and skills.
- Youth education.
- Counselling and aid.
- Location: No. 2/1, 1st Cross, Masjid Street, BSA Road, Bengaluru, Karnataka 560005.
- Reviews: Positive reviews commend their initiative in educating economically deprived youth and providing a supportive learning environment.
3. Learners Point Commerce Academy (LPCA) (Gurgaon, India)
- Overview: This academy specializes in providing coaching for commerce students, including Class XI, XII (CBSE & ICSE), and professional courses like CA (CPT, IPCC, Final), CS, and ICWA.
- Key Features:
- Result-oriented approach with a focus on practical application.
- Specialized and experienced faculty.
- Comprehensive study material.
- Small batch sizes for personalized attention.
- Location: Block – C, 1306-1307, Lower Ground Floor, Sushant Lok-1, Gurgaon- 122002, Haryana, Delhi NCR, India.
4. The Learning Point (India - various locations/focuses)
- There are also other entities named "The Learning Point" or similar, which might focus on specific areas like:
- NEET/JEE Coaching: Some "Learning Point" institutes offer coaching for competitive exams like NEET and JEE in India.
- Programming/IT Training: Another "Learners Point" in Siliguri, West Bengal, focuses on programming courses (Java, Python, Web Designing, Android App Development, etc.).
- CAD Training: A "Learners Point" in Coimbatore, Tamil Nadu, specializes in CAD training (AutoCAD, Solidworks, 3ds Max, Catia).
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