Deep learning

GKI Group is looking for a Computer Vision Algorithms Engineer. As a Computer Vision Algorithms Engineer, you will take part in the development and implementation of new Computer Vision and Machine Learning technologies.

So, if you’re an experienced Data Scientist/AI Researcher/Computer Vision Engineer, Join our team and help the creation of a life-changing technology that will assist millions of people worldwide.

What are we looking for:

  • B.Sc. of higher degrees in exact sciences/computer science/Information systems engineering.
  • 2+ years of coding experience with Python or similar language.
  • 2+ of experience developing Computer Vision algorithms/image processing//NLP and similar algorithms – Must
  • Experience with Deep Learning Frameworks (such as PyTorch, TensorFlow, etc.) – Advantage
  • Good written and spoken communication skills in English.
  • Strong communication and collaboration skills

It will also be great if you have:

  • Experience with state-of-the-art computer vision techniques.
  • Experience as a Data Scientist, especially for startup companies.
  • Experience in engineering, especially working with CI, docker, Linux, AWS
  • Practical experience with current NLP transformers paradigm.

Come join Intuit’s Smart Products and Insights data science team as a Staff Data Scientist. The team is a data science team in a growing domain, focusing on one of Intuit’s strategic goals, designing and building a new and exciting customer-facing, data science-based AI+ML features to help small businesses to thrive.

For this growing domain within Intuit, we are looking for a fully hands-on Data Scientist; a true entrepreneurial spirit, and a team player; an individual with great business acumen and passion to explore, define, and solve important customer problems.

What you'll bring

  • Deep connection to the product and the customers
  • Deep interest in cutting-edge innovative technologies in NLP, AI, ML, or DL
  • Deep technical understanding of underlying DS concepts (not just training models)
  • Collaboration with partners across the globe, to deliver complex projects
  • Maturity
  • Quick learner, adaptable, with the ability to work independently or as part of a team in a fast-paced environment
  • Strong verbal and written communication skills. Ability to conduct meetings and make professional presentations, and to explain complex concepts and technical material to non-technical users
  • Advantages:
    • Economics and Behavioural Economics background
    • Experience with time series analysis, causal inference analysis, NLP, XAI
    • We welcome people who can deliver E2E AI projects (inception to production). We primarily use Python in all stages of development
    • Fluent in SQL enough to get the data you need from a warehouse (Vertica, Hive, SparkSQL)
    • Comfortable working in a Linux environment
    • Experience with building end-to-end reusable pipelines from data acquisition to model output delivery

How you will lead

  • Be an active partner of the full cycle of iterative data-driven feature exploration, including hypothesis formulation, algorithm development, data cleansing, testing, insight generation, and visualization
  • Writing and implementing efficient code
  • Interact with a variety of data sources, working closely with peers and partners to refine the product needs, using the underlying data
  • Work and collaborate with other teams across intuit in Israel and abroad
  • Design and build systems that improve machine learning scalability, usability, and performance
  • Work cross-functionally with product managers, data scientists, and engineers to understand, implement, refine, and design machine learning and other algorithms
  • Effectively communicate results to peers and leaders
  • Down the road – Explore the state-of-the-art technologies and apply them to deliver customer benefits

How you’ll succeed

  • Own your projects. Lead ideas from conception to production
  • Work with product managers to accurately define the product features, and build it accordingly
  • Bring both new features to production by the course of the first 12 months
  • Apply research to create high impact solutions
  • Publish papers and/or patents of your work
  • Represent your team’s innovation to the wider organization

WSC Sports is the world’s fastest-growing sports-tech company, the developer of AI-based automation solutions for sports content creation and distribution, automatically and in real-time.

Why WSC-Sports:

Working with Great people in an awesome environment, using cutting edge technologies (video editing, AI, data, and sports- altogether!) with the opportunity to influence innovative products for NBA, Bundesliga, FIBA, Fox Sports, and other sports giants – are only part of the things WSC Sports has to offer!

What you’ll do:

  • Research and develop end-to-end real-time solutions for sports content automation using state-of-the-art deep learning algorithms for video, audio, and data analysis.
  • Full R&D cycle, from problem definition and research to implementation and productization with a high level of autonomy

What you’ll need:

  • MSc or Ph.D. in Computer Science, Electrical Engineering, Applied Math or related field with a focus on AI/Computer Vision/ML.
  • Theoretical and Hands-on experience with machine and deep learning solutions.
  • Experience in Computer Vision.
  • Strong analytical and problem-solving skills.
  • Excellent self-learning abilities.

DESCRIPTION

Nexar-powered dash cams enable new vision-based applications for better driving. When drivers pair Nexar-powered dash cams with the Nexar app, they join a network that powers new applications for driving and seeing the world. Using anonymous, aggregated data captured from this network, Nexar has developed a portfolio of vision-based data services for public and private sector partners to make roadways safer and more efficient. For automotive companies, dash cams are a gateway to a new era of connected services and new killer apps for drivers, from finding a parking spot to vision-based services.

That’s where you get into the picture. We are looking for smart, passionate, and mission-driven people to bring into our growing team, and help us meet the scale and opportunity in front of us.

We’re looking for a top notch deep learning researcher to help us shape the future of mobility and push the limits of AI.  

Main Responsibilities

  • Research and development of cutting edge machine learning and computer vision algorithms. Research domain includes: visual localization, depth estimation, neural architecture search, self-supervised learning, active learning, action recognition, object detection, object tracking, semantic segmentation, etc.
  • Leverage our massive large-scale datasets into impactful, life-saving products 
  • Work closely with the engineering team on planning and integrating your research projects into production. 
  • Work closely with product and BizDev teams to understand the user and business needs and to translate them into research requirements.

REQUIREMENTS

  • Ph.D / M.Sc. (with thesis) in Computer Science / Physics / Mathematics or any relevant field (Ph.D. and thesis in machine learning/computer vision is a plus)
  • Ph.D / M.Sc. (with thesis) in Computer Science / Physics / Mathematics or any relevant field (Ph.D. and thesis in machine learning/computer vision is a plus)
  • Strong background in machine learning, computer vision and algorithms
  • 3+ years of hands-on experience developing machine-learning/computer Vision algorithms
  • Hands-on experience with at least one major deep learning frameworks (e.g., TensorFlow, PyTorch)
  • Strong programming skills in Python
  • Creative and innovative problem-solving skills with a passion for cutting edge technologies and product delivery 
  • Strong team player and self-learner with excellent communication skills 
  • Get things done attitude

BriefCam® is the industry’s leading provider of Video Synopsis® solutions for rapid video review and search, real-time alerting, and quantitative research insights.

We’re growing and looking for a talented and versatile Algorithm Developer to join our Algorithm Researchers Team, the driving force behind our Deep Learning.

Responsibilities

  • Develop Deep Neural Networks and Computer Vision algorithms to address video understanding and summarization.
  • Programming in Python and C++ and uses GPUs to accelerate neural network training.
  • We are looking for talented people with strong technical and innovative skills, who can learn quickly, solve complex problems and introduce new capabilities.
  • Acting as a key member of the algorithm development team, while reporting to the team leader
  • Researching and implementing state-of-the-art Computer Vision and Deep Learning algorithms
  • Leading projects and feature development
  • Working closely with the data and infrastructure team and the performance and optimization team

Requirements

  • M.Sc. in Computer Science or similar (or B.Sc. with several years of experience).
  • Experience of at least 2 years in Deep Learning.
  • Solid Python and C++ programming skills.
  • Very good interpersonal skills.
  • Experience in Computer Vision – advantage.

BriefCam® is the industry’s leading provider of Video Synopsis® solutions for rapid video review and search, real-time alerting, and quantitative research insights.

We’re growing and looking for a talented and versatile Senior Algorithm Developer to join our Algorithm Researchers Team, the driving force behind our Deep Learning based AI.

Responsibilities

  • We are looking for talented people with lots of experience, strong technical and innovative skills, who can learn quickly, solve complex problems and introduce new capabilities.
  • Developing Deep Neural Networks and Computer Vision algorithms to address video understanding and summarization.
  • Researching and implementing state-of-the-art Computer Vision and Deep Learning algorithms
  • Leading projects and feature development
  • Working closely with the data and infrastructure team and the performance and optimization team
  • Acting as a leading member of the algorithm development team and as a source of knowledge, while reporting to the team leader

Requirements

  • Ph.D. /M.Sc. in Computer Science or similar
  • At least 8 years of professional experience in the fields of Machine and Deep Learning
  • Vast theoretical knowledge in the above fields
  • Solid Python programming skills
  • Ability to lead projects and develop features from research to implementation
  • Very good interpersonal skills combined with an ability and will to mentor and guide other team members
  • Experience in Computer Vision – advantage.
  • Experience in C/C++ – advantage

Machine Learning Engineer

Shutterfly Inc.

At Shutterfly, our purpose is to share life’s joy by connecting people to what matters as the leading platform for personalized products.
Shutterfly’s Machine Learning engineers develop the next-generation technologies that change how millions of users will purchase personalized products. We're looking for engineers who bring fresh ideas from all areas.
Job Description
Are you passionate about machine learning? Does the prospect of solving high impact business problems excite you? Do you want to be part of a team building a new machine learning platform that processes petabytes of data a day in a scalable fashion using AWS technologies?
Shutterfly's Algorithmic Product Creation (APC) is seeking a passionate, talented, and inventive machine learning R&D engineer with a specialization in deep learning to join their team in Haifa. The APC team performs both exploratory and targeted algorithms research and development in a dynamic small team environment.
Responsibilities
The position involves core and applied machine learning research focused on both algorithm development and integration. As a researcher and software R&D engineer, you will be working with millions of records to solve real-world problems. You'll design and run experiments, research new algorithms, and find new ways of solving complex and ambiguous problems
Skills And Qualifications
A Master's in Computer Science (Machine Learning, AI, Statistics, or equivalent)
2+ years of hands-on experience in machine learning and large data analysis
Good skills with Spark/Python/Perl
Experience working with one or more deep learning frameworks such as TensorFlow, PyTorch
Algorithm and model development experience for large-scale applications
Problem solving ability
Communication and data presentation skills
Bonus points for:
Experience integrating machine learning algorithms into applications
Good skills with SQL
Strong Python development skills

Data Scientist

pecan.ai

Description

With Pecan, organizations can obtain and deploy AI models in days, without relying on data scientists. Pecan is an automated AI-based predictive analytics platform that simplifies and speeds the process of building and deploying predictive models in various customer-related and operational use-cases, such as LTV, Churn, NBO, Risk, and Segmentation. Pecan does not require from its customers any data preparation, engineering or prepossessing – it connects directly to raw data, and uses neural networks to automate the entire predictive process.

As a data scientists team member, you will work at the forefront of the data world, optimizing predictive models and assisting our clients to use those predictions to affect their business. In addition to data analysts and scientists you will work closely with the following levels in our client’s organizations:

  1. C – level executives and VPs
  2. Data analysts
  3. DBA’s
  4. DevOps engineers

Together with the team, you will be continuously helping our clients achieve their business goals, reinforce the value of Pecan’s modules, and the ease of use of our platform. Together, we create and implement predictive analytics’ actions and plans that help several types of businesses that are heavily dependent on data predictions.

Requirements

– 3 years of experience as a data scientist.
– bsc in a relevant field
– experience with python, sql, and spark.

– experience with aws / databricks – advantage

We are looking for an excellent Ph.D. student in machine learning working for 2-3 days a week. Exceptional M.Sc. students will be considered as well.

Our team’s mission statement:

Our research team is constantly bringing novel, often ground-breaking ideas and technology. Our research is also highly connected to state-of-the-art machine learning, artificial intelligence, NLP,  and other related fields. We are geared towards high-risk longer horizon initiatives but also blend them with direct contributions to the current product and clients. We often work in the high synergy between ourselves and with other parts of the company. 

What will you do?

  • Take part in addressing difficult and creative challenges, by implementing ideas from research, improving them, and by contributing your own.
  • Develop tools that address state of the art machine learning problems, mostly using advanced deep learning techniques.
  • Code in all levels, from quick prototyping to production-level code.
  • Suggest algorithmic approaches to various problems and implement them 
  • Work as part of a  synergetic lively team while collaborating with various stakeholders including AI, Data Scientists, Software engineers and more.
  • Brainstorm with others to find the best ideas and solutions and bring them to life.

What will you need?

  • Recent broad knowledge of machine learning and deep learning in particular
  • Experience in frameworks like Tensorflow, PyTorch, and Keras, beyond just fit-predict
  • Ability to tackle difficult problems while demonstrating both depth and agility 
  • Ability to read, understand, and implement  research papers in the field
  • Sound coding ability.Fluency in Python. Scala or Java is a plus
  • Good grasp of algorithms, mathematics, and machine learning in particular
  • Good spirit and excellent working relations

The IQVIA Translation Services Head of Technology & Product Development leads all executive decisions with regards to the technological interests of the IQVIA Localization business. They are responsible for outlining the technological vision, implementing technology strategies, and ensuring that the technological resources are aligned with the company's business needs. This role will be responsible for stimulating an environment of innovation and entrepreneurship.

You will:

  • Hold the ownership and ultimate responsibility from a Technology and product development perspective on ITS software suite
  • Identify, lead, and manage innovative approaches to business challenges and work with teams inside and outside IQVIA organization to deliver customer centric solutions and services
  • Have a disruptive and innovative mind set with forward thinking vision to nurture new ideas from concept, through pilot and into production
  • Develop & execute the strategy for IQVIA Translations
  • Evaluate and implement new systems and infrastructure
  • Understand the suite of technology applications & key business drivers of our clients, ensuring that our solutions meet with customer requirements
  • Responsible for developing relationships with customers and developing unique solutions tailored to customer need
  • Partner with IQVIA innovation team to continuously explore innovation and benefit from IQVIA innovation and incubation network

We are looking for a Head of Technology & Product Development to provide sound technical leadership & vision in all aspects of our Localization business. You will communicate with employees, stakeholders and clients, ensuring IQVIA differentiates ourselves in the market through our advanced technology solutions & ease of doing business with.

Strategic thinking and strong business acumen are essential in this role. We expect you to be well-versed in current technological trends, with experience within the language industry, AI/ML & having worked in a regulated field, where healthcare or life sciences would be preferential.

Your Responsibilities will include:

  • Collaborate with business leaders & customers to develop & manage the long-term strategic roadmap, ensuring alignment to the overall business objectives
  • Conduct research to improve the technological assets of the service
  • Stay current with emerging technical innovations & application development technologies & solutions with the Localization industry. Discover and evaluate new technologies that yield competitive advantage
  • Develop technical aspects of the company’s strategy to ensure alignment with our business goals
  • Works with marketing & product managers to define new products
  • Help departments use technology profitably & support with adoption
  • Undertakes customer needs analysis; designs solutions and recommends products to meet those needs; and conducts customer product demonstrations and presentations where required
  • Supervise system infrastructure to ensure functionality and efficiency
  • Build quality assurance and data protection processes, ensuring adherence to IT standards & procedures, that all work meets computer systems validation requirements & software delivery process adheres to regulated SDLC as applicable. Ensure that any issues identified in QA or customer audits are appropriately addressed
  • Ensure all technology activities conform to IQVIA IT security standards & all data & systems are properly protected. Ensure proactive monitoring exists to detect intrusions, violations, or other unauthorized access
  • Develop & test the IT disaster recovery plan in conjunction with the business continuity plan
  • Create supporting business cases, including financial impact & benefits statements to support technical solutions
  • Monitor KPIs and budgets to assess technological performance. Consistently evaluate technical efficiency and makes changes as necessary
  • Use stakeholders’ feedback to inform necessary improvements and adjustments to technology
  • Communicate technology strategy to partners and customers
  • Lead a team of solution architects who will be responsible for the development & maintenance of new IQVIA technologies & business essential services
  • Manage staff in accordance with the organization’s policies & applicable legislation. Responsibilities include planning, assigning & directing work; appraising performance & guiding professional development; rewarding & disciplining employees; addressing employee relations issues & resolving problems
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