Experience: 3+ years

About Klevu

Klevu is a discovery experience suite that revolutionises online shopping. It provides a range of SaaS based solutions, that are deep rooted in AI-ML technology and delivered via cloud for online retailers. Klevu is a global Finnish company that prides in diversity, great team, excellent partner network and global customer footprint. Learn more from www.klevu.com

Responsibilities:

• Contribute to the research, development, and prototyping of architectures and models for image processing
• Work on high-quality training data set creation, and on data pre-processing with image processing and CV tools
• Exploit these datasets to automatically annotate images and teach machines the context of what they are looking at
• Use the trained models to enrich catalogs as well as knowledge-graphs with the extracted aspects
• Collaborate with the software engineering team on building an end-to-end image search solution

Must have skills:

• BS or MS degree in Computer Science, Data Science or Maths
• Strong Python experience including numpy, scikit, matplotlib etc.
• 3+ years of deep learning solutions development
• Broad understanding of Machine Learning, Computer Vision, and Deep Learning approaches and practices
• Experience with deep learning frameworks (e.g. Pytorch, Tensorflow)
• Solid experience with data sets creation, management and augmenting; understanding problems associated with training/tuning deep learning models
• Experience with model training using large datasets
• Ability to communicate effectively within and outside the organization, and write technical materials for internal and external use

Nice to haves:

• Experience with model distillation and quantization
• Experience with CUDA
• Experience with image retrieval and object detection models

What we offer:

• Being part of one of the most exciting search technology company from Nordics with global footprints
• Work with a team in 3 continents (North America, Europe, Asia)
• Excellent work culture, hands-on, result oriented
• Good salary and flexible hours

We are an Artificial Intelligence (AI) focused product engineering company, providing our customers in healthcare, retail & e-commerce, manufacturing and hospitality sectors with cutting edge products & solutions, harnessing Big Data Analytics, Vision Analytics, and IoT.

Ever since our inception in March 2010, Tech Vedika has been a partner of choice for several clients in US, Canada, Middle East and APAC. We were listed as one of the Top 10 Healthcare Analytics Solution Provider for year 2019′ by Healthcare Tech Outlook Magazine.

We strive for simple, elegant tech solutions to perform complex tasks. As a scalable technology partner, we enable organizations to improve operational efficiency and unleash new business potential

The Data Scientist (Computer Vision) engineer will be required to build and implement algorithms based on our existing product portfolio and develop cutting-edge solutions for the emerging requirements of our key markets.

The Data Scientist (Computer Vision) engineer will have the opportunity to interact and collaborate with our team of Tech Vedika (WARETRAC) experts in developing cutting-edge solutions to meet the dynamic nature of requirements for our customers.

Key Responsibilities:

• Designing and implementing efficient computer vision algorithms for recognizing, tracking subjects within a controlled environment
• Architecting algorithms to work onboard our hardware systems as well as in the cloud where appropriate.
• Work together with our software development team to develop a scalable software solution

Required Experience:

• B.E/B.Tech/M.E/M.Tech/MS in Computer Science, Applied Mathematics, or a related field.
• Minimum of 3-6 years of Relevant experience
• Experience and exposure on Advanced Computer Vision, Image processing and Machine Learning
• Practical experience in OpenCV, TensorFlow, TensorFlow Lite, OpenVINO, Keras, Yolo, Caffe.
• Hands-on experience on Image segmentation, feature extraction, High Dimension Classifiers and object tracking algorithms
• 
  Solid Experience with Python, preferably in a Linux environment
• Good problem-solving and diagnostic skills, in a fast-paced environment.
• Work experience on data structures, algorithms, and ability to rapidly prototype and evaluate algorithms
• Experience in optimization for computer vision
• Ability to write efficient and maintainable code
• Good analytical, problem solving, and communication skills are essential as well as the ability to work collaboratively in a team environment.

Desired Experience:

• Prior experience in working with depth sensors and 3D Reconstruction using computer vision, image processing techniques
• Advanced Techniques in Computer vision and Deep Learning.

Nice to Have:

• Knowledge on any Cloud Technologies (AWS, Azure, GCP.)
• Knowledge on any Reporting Tools
• Understanding of REST API, JSON, Python Flask

Additional Information

At Tech Vedika, we are looking for talented individuals who want to work with driven people. Attain success while working on interesting projects with a culturally diverse group of individuals.

Benefits:

• Multiple Health coverage
• Competitive salary for a growing organization
• Gain experience rapidly
• Work directly with executive team
• Fast-paced work environment

If you want an exciting and dynamic career with unlimited growth potential, then Tech Vedika is the place for you!

GET READY FOR THE FUTURE OF ENERGY

• Milestone years

• Global Footprint

• Future Enphase, what is there for the candidates?

• Enphase website Linkhttps://enphase.com/en-us/support

• Enphase “Always-On” energy managementhttps://www.youtube.com/watch?v=-zm0NMKW7k4&t=4s

Build and Maintain project involving computer vision solutions for Enphase. Build application and design tools in support of Enphase digital platform.Enable Enphase to succeed in market by building application various stakeholders of the company including Customer Support, homeowners, and installers

• Train machine learning and deep learning models on a computing CPU/GPU cluster to perform visual recognition tasks, such as segmentation and detection
• Develop state-of-the-art algorithms in one or all the following areas: deep learning (convolutional neural networks), object detection/classification, tracking, multi-task learning, large-scale distributed training, multi-sensor fusion, etc.
• Ability to debug complex applications Follow agile processes
• Deliver products with high complexity and surface area
• Ownership of features and components from concept, design, development, deployment and finally deprecation

• 
  Minimum Qualifications
  • B.Tech/M.Tech/PhD in Computer Science or Electrical Engineering from top tier college and >70% marks.
  • 8+ years of solid software development experience developing cloud-based applications.
  • Knowledge in deep learning topics including detection, segmentation, and 3D perception.
  • Solid understanding of linear algebra, algorithms, machine learning, optimization, numerical methods
  • Excellent Python coding, strong engineering practices, debugging/profiling skills, familiarity with multi-threaded programming
  • Experience with data science tools including Python scripting, numpy, scipy, matplotlib, scikit-learn, jupyter notebooks, bash scripting, Linux environment
  • Knowledge and experience in neural network computation optimization, such as distributed training, network quantization, and CUDA acceleration.
  • Experience with at least one main stream deep learning frameworks, including TensorFlow, PyTorch, Caffe(2), MXNet
  • Experience with computer vision or robotics libraries (e.g., OpenCV, PCL, ROS), CUDA/OpenCL, OpenGL a plus
  • Familiarity with mathematical optimization in the context of computer vision.
  • Experience using sensors such as cameras, LIDAR, radar, sonar, GPS, IMU, etc.
  • Familiarity with SLAM, 3D reconstruction, and calibration.
  • Experience with image-space algorithms such as segmentation, optical flow, scene flow, and image decomposition.
• 
  Preferred Qualifications
  
  • Exposure or knowledge in Renewable Tech companies
  • Familiarity with Web Front End (Java Script/React/Angular) and Mobile App Development.
  • Familiar with working with any embedded or telecom or hardware product is desirable
  • Ability to work on a fast-paced environment
  • Experience with IoT based systems preferred
  • Demonstrable proficiency writing clean and concise code in Python or R
  • Ability to understand business concerns and formulate them as technical problems that can be solved using data and math/stats/ML.

Optimas is currently searching for an enthusiastic and experienced Supplier Development Engineer to work with the Supplier Development Manager to manage the regional supplier base. You will act as a key part of the Regional Supplier Development Engineering team, delivering against targets and objectives of assigned suppliers to ensure the efficient running of the P2P process and maintaining Customer Focus.

• Schedule, manage and conduct planned and unplanned supplier audits as required by the business in line with the Supplier Audit Plan and business requirements ensuring lead times and targets for audit completion are met and, that all non-compliances identified are actioned by the supplier and re-audited on completion.
• Ensure compliance of all assigned regional suppliers to the Optimas Supplier manual and ethical minimum compliance requirements.
• Add new assigned suppliers to the Approved supplier list and maintain their status.
• Ensure the correct on boarding of all assigned regional new suppliers ensuring that all requirements (Feasibility, APQP, NPI, PPAP, Compliance, Delivery & Packaging) are fully understood and compliant.
• Ensure maintenance of the Supplier Profile of assigned suppliers within the Connect Supplier Portal in order that all Supplier data remains current.
• Ensure that all suppliers submit required self assessments to any Optimas or Customer identified specific audit and continuous Improvement tools (E.G. CQI-9, 11, 12, ETC).
• Support Strategic Sourcing, Category Management, Commercial & Bid, and New Item Introduction teams with new product introduction at assigned suppliers through use of the Optimas Supplier APQP Process, conducting supplier APQP reviews in line with Optimas & Suppliers project timing to facilitate supplier on-time project delivery.
• Support Optimas PPAP GCOE as required with assigned suppliers when supplier PPAP submissions are rejected and GCOE Engineers are unable to solve directly.
• Support Strategic Sourcing & Category Management in all assigned new supplier activities, supplier development and cost (EBITDA) enhancement activities linked to supplier agreements facilitation.
• Schedule, manage and support all assigned regional supplier improvement activity to ensure timelines and targets are adhered to and met as planned, to ensure the efficient running of Optimas processes and maintaining Customer Focus.
• Support supplier problem solving activities as required by the business, including support of Optimas Quality Engineering teams with suppliers failing to, or unable to resolve Optimas quality concerns.
• Schedule, manage, and support all required supplier COPQ activities with assigned suppliers.
• Schedule, manage and conduct supplier training activities including, but not limited to APQP, PPAP, and Concern Management / 8D with all assigned suppliers.
• Provide regular regional activity and summary performance reports linked to objective targets.
• Actively support the Supplier Development Manager in continuous improvement of all current systems, processes and the development of new processes / systems
• Actively represent the Supplier Development function in all assigned regional, internal and supplier management reviews audits as requested.
• Ensure that all processes and procedures applicable to the role are adhered to and that records are readily available.
• Other relevant tasks and duties, as assigned.

• Audit Schedule Adherence (On time, Average time to close) and up to date.
• Audit Status (Agreed Suppliers to “A” Status).
• COPQ Reduction (PPM & Incidents – Assigned Suppliers).
• Supplier Development (EBITDA Enhancement (In line with Supplier Agreement requirements (OEE, Margin))).
• NCR Status (Assigned Suppliers, On Time, time to close, Reduction).
• NCR Cost Recovery (Assigned Suppliers NCR cost recovery %).

• Strategic Vision.
• Ability to work both collaboratively and independently.
• Building organizational capacity.
• Results driven.
• Embrace change.
• Collaboration and Influence (Internally & externally).
• Entrepreneurial spirit.
• Customer value and Market focus.

• Metallurgical or Engineering Qualification.
• Proven experience in a Quality Role.
• Understanding of Quality Management Systems.
• Lead Auditor Qualification (IATF 16949 or VDA 6.3).
• Six Sigma Qualification (Green Belt Minimum).
• Working knowledge of APQP, FMEA, Control Plan, MSA, SPC, PPAP & 8D, including Problem Solving techniques.
• Understanding of Lean Manufacturing Tool Box.
• Knowledge of fasteners and associated manufacturing processes.
• Ability to use or understand the use of a wide range of measurement and test equipment.
• Ability to interpret engineering drawings / specifications.
• Ability to travel and work away from homefrequent regional travel (car, train or plane).
• International travel to support business demands.
• Full driving license.
• Computer literate (PowerPoint, Excel & Word).
• A strong character with effective communication skills both by email; phone and face to face.
• Ability to multi-task to meet deadlines yet with a good attention to detail.

This is an exciting opportunity to work within a fast-paced environment, where there is never a dull moment! We are looking for the right person who can make an impact in a short period of time, ‘hit-the-ground-running’ and embark on the role with full enthusiasm and determination.

Optimas OE Solutions provides equal employment opportunities (EEO) to all employees and applicants for employment without regard to race, color, religion, sex, national origin, age, disability or genetics. In addition to federal law requirements, Optimas OE Solutions complies with applicable state and local laws governing nondiscrimination in employment in every location in which the company has facilities. This policy applies to all terms and conditions of employment, including recruiting, hiring, placement, promotion, termination, layoff, recall, transfer, leaves of absence, compensation and training.

Company Description

The Corporate Research division of Robert Bosch has over 1700 associates worldwide, who specialize in delivering the next generation breakthroughs in technology. Some of the areas of research include software intensive systems, artificial intelligence, robotics, computer vision, human computer interaction, energy, materials, production technology and software engineering. This research is the foundation for Bosch’s innovations that pave the way for the technologies of tomorrow that will shape our lives. We collaborate with top researchers at leading research institutes and universities all over the world in order to retain our competitiveness. We rely on our global network of Bosch research locations in Germany, USA, India, Singapore, China, Japan and Russia to achieve this goal.

For more information visit: https://www.bosch.com/research/

The Research and Technology Center at Bangalore focuses on research in Internet technologies, computer vision and embedded real time systems. We are now looking for researchers who will pursue meaningful research by working with top-tier universities worldwide and corporate partners from our existing and future businesses.

Job Description

We are seeking highly creative & motivated researches to develop new algorithms and supporting frameworks in the area of computer vision for various applications, mainly autonomous driving. You will work as part of a talented research team, supported by a software engineering team. You’ll be among the first to see and use this technology to solve real problems in ways never attempted by others.

The ideal candidate should have the ability to perform foundational research, to take initiative, to work in international teams and the necessary development/implementation skills to accomplish the proof of concept.

Qualifications

Ph.D. from a reputed Indian institutes (IITs, IIITs, IISc, etc.) or from a reputed international institute with good track record of publications in one of the following areas:

• Image classification, object detection, semantic segmentation
• Visual tracking
• Machine Learning
• Deep Learning for CV
• Expertise in prototyping computer vision solutions

Strong background in Python software development for Computer Vision applications

Expertise in concepts and technologies in two or more of the following:

• Computer Vision algorithms
• Machine Learning
• Handling of large video data
• Interactive image/video processing
• Software architecture and design concepts

Entrepreneurial skills/experience

Work experience (industrial/post-doctoral) in any one of the following domains would be an added advantage:

• Automotive systems
• Surveillance systems