Data Engineer

Data Science Student

XACT Robotics

About Us

XACT Robotics® is a privately held, early-stage company focused on the advancing the field of radiology by developing the world’s first and only hands-free robotic solutions that can significantly improve targeting accuracy, efficiency, and consistency in percutaneous radiology procedures.

At XACT, we embrace the philosophy of collaboration, tenacity, and extreme ownership. Our family culture empowers and inspires as we partner, develop, and execute meaningful technologies to make a difference in the lives of patients.  A career at XACT Robotics is more than a job, it’s personal.  Employees have passion, drive, and a winning spirit that allows for a fast-paced environment that is effective, empowering and fun.

Main Responsibilities

  • Research, design, and implementation of Machine/Deep Learning models for Computer-Vision, Image-Processing, Time-Series and Medical data analysis.
  • Design and implementation of data engineering pipelines and tools.
  • Taking a leading part in deployment and integration of complex algorithms into working products.
  • Become an active member of a multi-disciplinary R&D team and participate in cross-teams projects and activities.

Qualifications & Requirements

  • BSc or MSc student in Exact Sciences (Focusing on Machine/Deep Learning)
  • Hands-On experience with Python and its popular libraries (NumPy, Pandas, SciPy, Matplotlib)
  • Familiarity with ML/DL frameworks (Scikit-Learn, TensorFlow, Keras, Pytorch)
  • Collaborative and a Team player
  • Willingness to improve peoples’ lives

Advantage:

  • Experience with working on end-to-end DS projects
  • Experience in Deep Learning
  • Experience in Computer Vision / Image Processing
  • Experience with working in the cloud (AWS/Azure/GCP)

About The Position

Iguazio is looking for a Data Science and Engineering Team Leader to be part of our all-star CTO innovation team and play a critical role in our mission to help our enterprise customers bring their data science to life.

The CTO innovation team is responsible for bringing into play their data science, scientific knowledge and engineering skills contribute to the development and delivery of our machine learning automation solution.

As Data Science and Engineering Team Leader you will be heading data-science implementations and feature engineering modules in a variety of fields (ML, DL, NLP, etc.) for Iguazio open-source ML automation framework (MLRun); lead all data science aspects of our customers’ engagements: complex problem solving, building demos and major customer POC projects.

What You’ll Do

  • Develop data-science and feature engineering modules on top of Iguazio and other open-source frameworks (MLRun, Kubeflow, SKlearn, TensorFlow, PyTorch, Dask, Nuclio etc.)
  • Build end to end demos, POCs and ML pipelines to support new and existing customers who are trying to productize their ML/AI initiatives
  • Participate in research and technology innovation to develop more efficient and automated ways to handle ML/DL workloads at scale
  • Participate in new product/feature definitions
  • Work mostly with Python on Kubernetes environment
  • Lead a team of Data Scientists

Essential Skills

You must be passionate about data science, versatile and flexible, team player, with a strong can-do mentality. Be a people person with great communication, and ability to work in a fast-paced and dynamic working environment.

Does This Describe You?

  • At least 5 years of experience as a data scientist
  • Experience writing code in Python and using Python data-science frameworks
  • Proficiency with a deep learning framework such as TensorFlow or Keras
  • Experience with building solutions with the Big Data tools and frameworks such as Jupyter Notebook, Spark, Hadoop, Cassandra, NoSQL, etc. – an advantage
  • Design and develop NLP applications and products- an advantage
  • Ability to work with external clients together with great communication skills; ability to talk in webinars, conferences, etc.
  • Ability to mentor and develop your talented team members
  • Ability to quickly learn new technologies, frameworks, and algorithms
  • BSc in Mathematics, Physics, Computer Science, or another related field
  • Very good English, written and verbal

About the Company

Data science is too important to today’s enterprise to be held back by delays and inefficiencies.

We’re building a faster, easier, and smarter way for data science to flow seamlessly from raw idea to real-world impact. This is data science brought to life.

Big Data Software Team Lead

Akamai Technologies

Our Enterprise Division team develops world-class Enterprise Security, Identity, and Application Access products for our customers. Our solutions provide a safe, fast, reliable enterprise internet access experience, mitigating malware and phishing threats. Akamai is a leader in Zero trust technologies and delivery.

Make a global impact

As a Big Data Team Leader, you'll help to build Akamai's ETP security products and be responsible for building robust applications for handling massive amount data .

As a Big Data Team Lead, you will be responsible for:

  • Leading a cross functional team, developing a culture of excellence to empower and encourage team growth.
  • Designing, developing and testing Big-Data solutions implemented in Java and Scala, leveraging the Hadoop and Spark frameworks.
  • Creating new features from scratch, enhance existing features, and optimize existing functionality for an Akamai scale solution.
  • Collaborating with other cross-functional engineering teams globally, to supply integrative solutions.
  • Working closely with our researchers and architects to deliver effective security solutions to our customers.

Do what you love

To be successful in this role you will:

  • Have experience with massive data systems platforms and design principles.
  • Have hands-on experience developing Java or Scala software or similar.
  • Have experience as a team leader, both leading and coaching technical teams.
  • Demonstrate excellent communication skills and be able to present to various stakeholders
  • Be a self-starter, proactively taking the initiative to solving problems and a drive to improve results

Work in a way that works for you

We recognize that everyone is different and that the way in which people want to work and deliver at their best is different for everyone.

We are happy to discuss flexible working options in this role, please discuss your requirements with the recruiter when you apply.

Working with us

At Akamai, we’re curious, innovative, collaborative and tenacious. We celebrate diversity of thought and we hold an unwavering belief that we can make a meaningful difference. Our teams use their global perspectives to put customers at the forefront of everything they do, so if you are people-centric, you’ll thrive here.

Working for you

At Akamai, we will provide you with opportunities to grow, flourish, and achieve great things. Our benefit options are designed to meet your individual needs for today and in the future. We provide benefits surrounding all aspects of your life:

  • Your health
  • Your finances
  • Your family
  • Your time at work
  • Your time pursuing other endeavors

Our benefit plan options are designed to meet your individual needs and budget, both today and in the future.

About us

Innovating on a global scale, we deliver our customers a fast, smart and secure intelligent edge platform. Working against a backdrop of digital collaboration, our highly skilled teams build progressive solutions that have the scope to transform entertainment, business, and life in ways that we have yet to imagine.

Join us

Are you seeking an opportunity to make a real difference in a company with a global reach and exciting services and clients? Come join us and grow with a team of people who will energize and inspire you! Akamai Technologies is an Affirmative Action, Equal Opportunity Employer that values the strength that diversity brings to the workplace. All qualified applicants will receive consideration for employment and will not be discriminated against on the basis of gender, gender identity, sexual orientation, race/ethnicity, protected veteran status, disability, or other protected group status.

Big Data Principal Engineer

Akamai Technologies

Our Enterprise Division team develops world-class Enterprise Security, Identity, and Application Access products for our customers. Our solutions provide fast, reliable enterprise application access, helping to mitigate endpoint malware and phishing threats to provide a secure and efficient experience.

Develop innovative security solutions

Youll help transforming Akamai's ETP platform into a worldwide leader. You'll be crucial to the development of best-in-class security features. Leveraging your knowledge in distributed cloud systems on our network.

As an Hands On Big Data Architect, you will be responsible for:

  • Designing, developing and test Big-Data solutions implemented in Java & Scala leveraging the Hadoop & Spark frameworks.
  • Creating new features from scratch, enhance existing features, and optimize existing functionality for an Akamai scale solution.
  • Helping transform Existing Big Data solutions to the Azure ecosystem.
  • Creating and sharing knowledge with teams and colleagues to build a progressive and learning team culture
  • Mentoring and coaching colleagues, contributing industry analysis/insights, and contributing to innovation of Akamai products and processes.

Do what you love

To be successful in this role you will:

  • Have a Bachelors degree in a Computer Science related discipline
  • Have expertise in developing in software using Java or Scala.
  • Have a good understanding of massive data systems platforms (Hadoop, Spark, Kafka) and design principles.
  • Have experience with Linux distributed systems
  • Have experience with Cloud services such as Azure or AWS.
  • Be familiar with CI/CD methodologies.
  • Be self-motivated, highly responsible, and have effective communication skills.

Work in a way that works for you

We recognize that everyone is different and that the way in which people want to work and deliver at their best is different for everyone.

We are happy to discuss flexible working options in this role, please discuss your requirements with the recruiter when you apply.

Working with us

At Akamai, were curious, innovative, collaborative and tenacious. We celebrate diversity of thought and we hold an unwavering belief that we can make a meaningful difference. Our teams use their global perspectives to put customers at the forefront of everything they do, so if you are people-centric, youll thrive here.

Working for you

At Akamai, we will provide you with opportunities to grow, flourish, and achieve great things. Our benefit options are designed to meet your individual needs for today and in the future. We provide benefits surrounding all aspects of your life:

  • Your health
  • Your finances
  • Your family
  • Your time at work
  • Your time pursuing other endeavors

Our benefit plan options are designed to meet your individual needs and budget, both today and in the future.

About us

Innovating on a global scale, we deliver our customers a fast, smart and secure intelligent edge platform. Working against a backdrop of digital collaboration, our highly skilled teams build progressive solutions that have the scope to transform entertainment, business, and life in ways that we have yet to imagine.

Join us

Are you seeking an opportunity to make a real difference in a company with a global reach and exciting services and clients? Come join us and grow with a team of people who will energize and inspire you! Akamai Technologies is an Affirmative Action, Equal Opportunity Employer that values the strength that diversity brings to the workplace. All qualified applicants will receive consideration for employment and will not be discriminated against on the basis of gender, gender identity, sexual orientation, race/ethnicity, protected veteran status, disability, or other protected group status.

Big Data Software Engineer

Akamai Technologies

The team is a part of the Cloud Security Intelligence group. Together we own one of the largest Big Data environments in Israel. The team is an owner of various Intelligence Security products that run as part of this environment and also responsible for innovatively developing and maintaining the platform itself.

Develop and contribute to full product life-cycle

Akamai is the worlds largest and most trusted cloud security platform. We deliver 95 exabytes of data a year across billions of devices. If you've ever shopped online, downloaded music, watched a web video or connected to work remotely, you've used Akamai's cloud delivery platform. At the heart of that platform is a set of products that provides security for the entire Akamai network.

What will you do as part of your job:

  • Developing and maintaining Big Data solutions
  • Interacting with research, development, product management, architecture, QA, and support teams throughout the product lifecycle.
  • Understanding and resolving complex technical problems
  • Working with cutting-edge technologies on a cloud environment

Do what you love

To be successful in this role you will:

  • Have at least 5 years of software engineering and at least 3 years in Java/Scala and Spark.
  • Have systems engineering experience of designing, building and maintaining enterprise systems in a big data environment.
  • Have knowledge and experience with databases.
  • Have a B.Sc. Degree in Computer Science or similar field, or equivalent practical experience as a software engineer
  • Have experience in Spark development and a good understanding of the Hadoop ecosystem.
  • Have experience developing in Scala.

Work in a way that works for you

We recognize that everyone is different and that the way in which people want to work and deliver at their best is different for everyone.

We are happy to discuss flexible working options in this role, please discuss your requirements with the recruiter when you apply.

Working with us

At Akamai, were curious, innovative, collaborative and tenacious. We celebrate diversity of thought and we hold an unwavering belief that we can make a meaningful difference. Our teams use their global perspectives to put customers at the forefront of everything they do, so if you are people-centric, youll thrive here.

Working for you

At Akamai, we will provide you with opportunities to grow, flourish, and achieve great things. Our benefit options are designed to meet your individual needs for today and in the future. We provide benefits surrounding all aspects of your life:

  • Your health
  • Your finances
  • Your family
  • Your time at work
  • Your time pursuing other endeavors

Our benefit plan options are designed to meet your individual needs and budget, both today and in the future.

About us

Innovating on a global scale, we deliver our customers a fast, smart and secure intelligent edge platform. Working against a backdrop of digital collaboration, our highly skilled teams build progressive solutions that have the scope to transform entertainment, business, and life in ways that we have yet to imagine.

Join us

Are you seeking an opportunity to make a real difference in a company with a global reach and exciting services and clients? Come join us and grow with a team of people who will energize and inspire you! Akamai Technologies is an Affirmative Action, Equal Opportunity Employer that values the strength that diversity brings to the workplace. All qualified applicants will receive consideration for employment and will not be discriminated against on the basis of gender, gender identity, sexual orientation, race/ethnicity, protected veteran status, disability, or other protected group status.

Big Data Engineer

Akamai Technologies

Our Enterprise Division team develops world-class Enterprise Security, Identity, and Application Access products for our customers. Our solutions provide fast, reliable enterprise application access. This helps to mitigate endpoint malware and phishing threats to provide a secure and efficient experience.

Develop and contribute to full product life-cycle

You will work on Akamai's Threat Protector product, help transforming Akamai's ETP platform into a worldwide leader. You'll be crucial to the development of best-in-class security features. You'll be leveraging your knowledge in distributed cloud systems on our network. you'll make a global impact on Enterprises, applications and users.

As a Big Data engineer, you will be responsible for:

  • working with highly collaborative distributed environment.
  • Creating new features from scratch, enhance existing features, and optimize existing functionality for an Akamai scale solution
  • Mentoring and coaching colleagues, contributing industry analysis/insights, and contributing to innovation of Akamai products and processes

Do what you love

To be successful in this role you will:

  • Have a Bachelor's degree in Computer Science or a related field, or equivalent experience.
  • Have experience programming in Java, Scala or any other OO programming language.
  • Have understanding in building high traffic and scalable performance systems.

Work in a way that works for you

We recognize that everyone is different and that the way in which people want to work and deliver at their best is different for everyone.

We are happy to discuss flexible working options in this role, please discuss your requirements with the recruiter when you apply.

Working with us

At Akamai, were curious, innovative, collaborative and tenacious. We celebrate diversity of thought and we hold an unwavering belief that we can make a meaningful difference. Our teams use their global perspectives to put customers at the forefront of everything they do, so if you are people-centric, youll thrive here.

Working for you

At Akamai, we will provide you with opportunities to grow, flourish, and achieve great things. Our benefit options are designed to meet your individual needs for today and in the future. We provide benefits surrounding all aspects of your life:

  • Your health
  • Your finances
  • Your family
  • Your time at work
  • Your time pursuing other endeavors

Our benefit plan options are designed to meet your individual needs and budget, both today and in the future.

About us

Innovating on a global scale, we deliver our customers a fast, smart and secure intelligent edge platform. Working against a backdrop of digital collaboration, our highly skilled teams build progressive solutions that have the scope to transform entertainment, business, and life in ways that we have yet to imagine.

Join us

Are you seeking an opportunity to make a real difference in a company with a global reach and exciting services and clients? Come join us and grow with a team of people who will energize and inspire you! Akamai Technologies is an Affirmative Action, Equal Opportunity Employer that values the strength that diversity brings to the workplace. All qualified applicants will receive consideration for employment and will not be discriminated against on the basis of gender, gender identity, sexual orientation, race/ethnicity, protected veteran status, disability, or other protected group status.

We're seeking a Software Engineer to help our data science team scale. Here are some examples of the challenges you'll be facing:

  • Build frameworks for BigPanda's ML efforts and be a key contributor in the discussion around which ML technologies will be used in a production environment
  • Design and implement the best production architecture for integrating models into our production pipelines
  • Automate repeatable routines for most machine learning tasks
  • Bring the best software development practices to the data science team and help them boost their work
  • Ensure that data science code is maintainable and scalable

What would make you a good fit?

  • You’re passionate about data, data science and ML
  • You're excited about building high performance distributed systems that scale
  • You're excited to build a product that solves real customer problems

Requirements:

  • Highly proficient in Python language with at least 4 years of production experience
  • At least 3 years backend experience writing code for distributed systems that were used in production.
  • Experience working with any of these technologies: Kafka, ElasticSearch, MongoDB.

Nice to have:

  • Hands-on experience with stream processing for near real-time systems (BigData, Kafka, Distributed systems)
  • Production level experience in Scala and/or Node.JS
  • Hands-on experience with Akka framework.
  • Experienced working with cloud platforms, preferably AWS
  • Experience with Seldon, Kubeflow and AWS Sagemaker

About us:

Forter provides a new generation approach to meeting the challenges faced by modern enterprise e-commerce. From attracting and retaining the right shoppers by reducing friction and boosting consumer confidence across the entire purchase journey, to fighting sophisticated fraudsters and reducing chargeback losses, only Forter provides a fully automated, real-time Decision as a Service™ platform. Behind the scenes, Forter’s machine learning technology combines advanced cyber intelligence with behavioral and identity analysis to create a multi-layered detection and decisioning mechanism. Across all our client's sites, we have created a network of over 800 million buyer identities globally. Our success so far in the marketplace has allowed us to achieve a total series F valuation of over $3 Billion. Our investors include: Tiger Global, Bessemer, Sequoia Capital, March Capital, Salesforce Ventures.

About the role:

Forter is looking for a senior developer with a data engineering background to join our growing ML Platform team. This is a great opportunity to enter the world of Machine Learning. Together we’ll provide tools to develop more effective models, get them into production faster and ensure that they continue to perform well over time.

ML is central to Forter’s work. In 2020 alone, it enabled us to process e-commerce transactions worth over $200B, making decisions in real time, identifying fraud rings and quickly detecting new attack methods. Precision is crucial – bad decisions by our models cost us directly, and put money into the pockets of fraudsters.

Our adoption by merchants around the world provides us with billions of fresh data points each day. Our team of data scientists, analysts and cyber intelligence specialists continually identify new signals, engineer new features and research new models. But as the volume of data and  the number and complexity of models grows, so do the engineering challenges.

If this kind of working environment sounds exciting to you, if you understand that Engineering is about building the most effective and elegant solution within a given set of constraints  – consider applying for this position. But hold on, you’d best check the position requirements first 🙂

What you'll be doing:

  • Designing, building and maintaining the ML infrastructure that allows Forter’s models to make billions of real-time decisions every year.
  • Handling distributed data processing pipelines to support model development.
  • Acting as a consultant to researchers, data scientists and expert analysts and enabling them to research new models faster and with greater precision by providing cutting edge tooling.
  • Expanding our ML infrastructure to make it scalable, quick and efficient to bring diverse models to production and to monitor their performance and drift over time.
  • Expanding the pool of internal customers able to use ML at Forter. Working with them to understand their needs and help them make the most of the infrastructure that we’ll provide.
  • Acting as an advocate for MLOps, continually improving our processes and raising our standards.

What you'll need:

  • 2+ years experience with large scale data processing, ideally with Apache Spark.
  • 5+ years developing complex software projects (Python / Ruby / Go / etc.)
  • Motivation to understand the needs of internal users, provide them with great tooling and teach them how to use it.
  • Experience working with public clouds (AWS / GCP / Azure)
  • Fluent in written and spoken English

Projects you'll work on:

We have a ton of important work to do, which is why we’re hiring! Our projects are of course changing all the time, but here are a few that we’ve either done in the past or are planning for the near future, so you can get an idea of the types of work we do.

  • Build data engineering pipelines to support ML projects and their complex data requirements.
  • Develop reusable infrastructure and methodology that lets us bring new models to Production faster, without reinventing the wheel for each new business use case.
  • Designing and delivering our Data Scientists’ research environment, for instance by providing experiment tracking, distributed hyperparameter search and great EDA tooling.
  • Find solutions for effectively monitoring our models’ performance and context drift. Fraud prevention presents unique challenges here; most ‘ground truth’ labels arrive months after the prediction, and for transactions we decline they never arrive at all.
  • Provide tools to quickly assess the impact of new features, prior to bringing them to production.
  • Make it trivial for our analysts to retrain models and get the newly trained models into production.

It'd be really cool if you also:

  • Have familiarity with machine learning concepts and frameworks.
  • Are familiar with Databricks or Airflow.
  • Are comfortable in a containerized environment.

At Forter, we believe unique people create unique ideas, and valuable experience comes in many forms. So, even if your background doesn't match everything we have listed in the job description, we still encourage you to apply and tell us why your skills and values could be an asset to us. By welcoming different perspectives, we grow together as humans and as a company.

RetiSpec is an artificial intelligence (AI) medical imaging company developing tools for the early detection of disease biomarkers in the eye. RetiSpec is seeking an AI researcher to join the team and develop state of the art algorithms for hyperspectral medical imaging.

The successful candidate will work on innovative projects which will directly advance medical research with the long-term aim of positively impacting patient health outcomes. This position is located in Toronto.

Responsibilities and Accountabilities:

● Develop and contribute to AI training and evaluation pipelines in Pytorch (or Tensorflow).

● Develop and modify state of the art models to fit the specific task.

● Apply state of the art AI training practices.

● Work with cloud-based computing (e.g., AWS SageMaker) to train algorithms

● Understand and maintain good code architecture practices.

● Curate data, clean, organize and maintain a data storage from different sources and modalities.

● Demonstrate good judgment and innovation to achieve a solution within standard practices and procedures.

● Must be self-motivated, organized, capable of working independently, as well as in a collaborative or team environment.

● Should possess strong oral and written communication skills.

 

Knowledge and Experience:

● Bsc/Msc/Phd in computer science, electrical engineering or related field.

● 2+ years of industry experience 

● 3+ years of Python experience

● 2+ years of Pytorch/Tensorflow experience

● Experience in data curation

● Experience with SOTA classification and regression techniques

● Advantage: Experience with multi-modality algorithms

● Advantage: Experience with medical data

● Advantage: Proof of experience in a form of Kaggle competitions, private Github repo or others.

● Excellent interpersonal skills with the ability to interact effectively with people internally and externally is required.

● Experience with multitasking among multiple projects and teams and working independently in a fast-paced, highly interactive environment.

● Demonstrated ability to prioritize activities based on ambiguous or quickly changing information and environments.

HiredScore brings deeply integrated big data and AI solutions to the global Fortune 500. By leveraging data from companies' Human Resources Data ecosystem, HiredScore enables to automate and augment the hiring process, enriching recruiters' decisions with smart insights and candidate prioritization grades of A, B, C, or D using NLP and Machine Learning algorithms.

HiredScore's Artificial Intelligence Engine uses past company hiring data, global hiring data, and other data sources including labor market data, employee performance data, and CRM data, to revolutionize the end-to-end recruiting workflow as well as integrate seamlessly with other HR Systems such as chatbots, assessment tests, video interviews, and other automation tools. HiredScore's mission is to bring data science into the Human Resources domain.

We’re looking for a Senior Backend Engineer for our NLP and Machine Learning Team – a senior developer who will lead the team's engineering, including machine/deep learning models deployment and serving, experiments management infrastructure, production services architecture, and development.

Roles & Responsibilities

  • Be part of the research and development of NLP and Machine Learning solutions for the HR-Tech
  • Lead the engineering effort of the team including business logic, models deployment, and experiments management infrastructure
  • Collaborate HiredScore’s DevOps and infrastructure teams to build for the scale of HiredScore, including monitoring and performance considerations
  • Help the largest companies in the world to have better, more efficient, and fair hiring.

What You Need

  • An experienced Software engineer, 4+ years of developing, backend orientation
  • Experience in Python development – a must
  • Creating software with built-in quality (SOLID, Tests, Separation of Concerns, etc.)
  • Experience in CI/CD
  • Understanding of Machine Learning systems
  • Experience working with cloud platforms (Advantage- AWS)
  • Bachelor's degree in Computer Science or related field
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