Researcher in Trustworthy and Explainable Artificial Intelligence

Rekryterare
Ericsson
Plats
Stockholm, SE
Annonserat
den 5 oktober 2021
Stängs
den 19 oktober 2021
Ref:
600343-en_US
Kategori
Övriga jobb
Anställningsform
Tillsvidare
Sysselsättning
Heltid
Why is Ericsson a good place to work?

Ericsson enables communications service providers to capture the full value of connectivity. The company's portfolio spans Networks, Digital Services, Managed Services, and Emerging Business and is designed to help our customers go digital, increase efficiency, find new revenue streams, and create new user experiences. Ericsson's investments in innovation have delivered the benefits of telephony and mobile broadband to billions of people around the world ensuring our solutions - and our customers - are at the forefront of innovation. We support networks that connect more than 2.5 billion subscribers. With over 100,000 employees and customers in 180 countries, we combine global scale with technology and service leadership. 40 percent of the world's mobile traffic is carried over an Ericsson network. And, our Technology for Good and Connect to Learn programs include creating technology that makes it easier to save lives, feed societies, bring technology to emerging markets and connectivity to remote areas, and grow businesses and prosperity.

At Ericsson, we give our employees the freedom to think big and navigate their career, on a global scale. We create technology that helps others, from helping people enjoy their favourite content to helping people recover from natural disasters by enabling better communications between rescue workers. Your ideas and innovations can turn into achievements that impact society and change the world, creating new connections, new possibilities, and new capabilities. We find that Ericsson is at its best when we bring together the diverse skills of our people. Working across business areas, across cultures, across geographical borders, across technical disciplines. More often than not, across ground-breaking solutions. Next generation technology can be staggeringly complex. But the simpler it is to use; the more people benefit from it. Join us and help build technology that makes it simple to connect with information, business, societies, and each other.

As the tech firm that created the mobile world, and with more than 54,000 patents to our name, we've made it our business to make a mark. When joining our team at Ericsson you are empowered to learn, lead and perform at your best, shaping the future of technology. This is a place where you're welcomed as your own perfectly unique self, and celebrated for the skills, talent, and perspective you bring to the team. Are you in?
Come, and be where it begins.

Our Exciting Opportunity

Ericsson Research develops new communication solutions and standards. The organization has a responsibility to provide Ericsson with world-class system concepts, technology innovations, and methodology. Exciting and challenging opportunities are constantly crafted for our organization, which are motivated by the ongoing transformation into a society where everything that benefits from being connected will be connected. Furthermore, rapidly growing demands for mobile broadband access, in combination with the need for new technology and solutions for scenarios, build an increased demand for innovative solutions. Building on our experience from real network operations, profound knowledge about existing standards and forward-looking research, we innovate towards advanced ideas that craft today's and tomorrow's mobile radio communication.
Within Ericsson Research, Research Area Artificial Intelligence (AI) is responsible for pushing the AI frontiers within telecom, combining machine learning, reasoning methods, and trustworthy AI tools, and techniques to drive intelligent autonomous operations in large complex telecom systems.
The available two Researcher positions will strengthen our research on AI and trustworthy AI for telecom networks, e.g., future 6G. Sounds appealing?
Take the challenge and join our team!
This role will report to the Research Manager, Trustworthy AI.

You will

• Join our experienced team working with groundbreaking AI algorithms
• Be part of investigating and evaluating Trustworthy AI concepts for future telecom systems
• Participate in the continuous development and improvement within the fast-evolving area of AI and telecom.
• Understand the interaction between the latest telecom network systems to ensure efficient and explainable performance
• Work with algorithm design, model development, simulations, concept design
• Use simulation tools for evaluating new cutting-edge idea and then applying in the networks
• Cooperate with internal and external partners
• Extend the current state of the art with thought leadership (including research articles, IPR, etc.)

To be successful in the role you must have

• PhD or M.Sc. degree in computer science, machine learning or similar or equivalent experience within the industry
• Demonstrated experience in machine learning, explainable AI, and/or wireless communications
• Strong background in at least one of machine learning, reinforcement learning, explainable AI algorithms (SHAP, LIME, etc.), explainable RL, deep neural networks, time series analysis and/or Bayesian networks
• Practical implementation/programming skills, for example, in Python
• Thirst for knowledge and the ability to practically apply it
• Passion to develop and drive new ways of working, to produce research results in efficient ways
• Good communication skills and ability to build networks
• Proficiency in English, both written and spoken

We also favor that you

• Demonstrate ability to develop novel and innovative ideas, generate patents, publish results at conferences and in journals
• Have experience with Keras, Tensorflow, PyTorch, Spark, Pandas, Scikit and/or Git
• Possess good knowledge in simulation and evaluation tool methodology

Please include your most recent grades' transcript in your application.

What´s in it for you?

Here at Ericsson, our culture is built on over a century of courageous decisions. With us, you will no longer be dreaming of what the future holds - you will be redefining it. You won't develop for the status quo, but will build what replaces it. Joining us is a way to move your career in any direction you want; with hundreds of career opportunities in locations all over the world, in a place where co-creation and collaboration are embedded into the walls. You will find yourself in a speak-up environment where empathy and humanness serve as cornerstones for how we work, and where work-life balance is a priority. Welcome to an inclusive, global company where your opportunity to make an impact is endless.

What happens once you apply?

To prepare yourself for next steps, please explore here: https://www.ericsson.com/en/careers/job-opportunities/hiring-process

Application Process

Willing to take part in the recruitment process? Please apply to the system by attaching your CV in English. Please be advised that due to GDPR we cannot accept CVs sent by email.

Location for this role: Stockholm, Sweden
Last day to apply: 18.10.2021
Recruiter: Dorota Baran (dorota.baran@ericsson.com)

Curious to know more about the life at Ericsson? Meet some of your future colleagues and watch our People film .

Do you believe that an organization fostering an environment of cooperation and collaboration to execute with speed creates better business value? Do you value a culture of humanness, where fact based decisions are important and our people are encouraged to speak up? Do you believe that diverse, inclusive teams drive performance and innovation? At Ericsson, we do.

We provide equal employment opportunities without regard to race, color, gender, sexual orientation, transgender status, gender identity and/or expression, marital status, pregnancy, parental status, religion, political opinion, nationality, ethnic background, social origin, social status, indigenous status, disability, age, union membership or employee representation and any other characteristic protected by local law or Ericsson's Code of Business Ethics.

Primary country and city: Sweden (SE) || || Stockholm || [[mfield2]]

Req ID: 600343

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