For over 230 years, Bank of New York Mellon (BNY Mellon) has been at the center of the global financial markets, providing the world’s leading institutions the tools, capabilities, and services to be distinctive investors. BNY Mellon has approximately $15 billion in revenues and market capitalization of approximately $50 billion.

BNY Mellon is a leader in the world of investment services and investment management, and our businesses support the full range of stakeholders of the financial system including:

• Managing the custody of over $31 trillion financial assets of the world’s leading institutional investors, hedge funds, sovereign wealth funds, and corporates
• Investing over $1.8 trillion as one of the largest global asset managers across a wide range of asset classes
• Providing collateral, liquidity, and funding for the world’s largest banks through our markets franchise
• Serving family offices and high net worth individuals in our top 10 wealth manager ($250 billion assets)
• Providing a full suite of solutions to advisors, broker-dealers, family offices, hedge and '40 Act fund managers, registered investment advisor firms and wealth managers (over $1.8 trillion in client assets)
• Advising large global corporations on a range of trust and other solutions
• Providing integrated managed data services to asset managers (over $4.7 trillion)

In addition, BNY Mellon is a strategic partner to a variety of financial technology companies and a convener of influential industry and market structure forums.

What we are doing
BNY Mellon recently announced the launch of a newly formed global digital team, led by Roman Regelman, a former BCG partner who drove a number of large scale digital transformations for global financial services clients. The Digital team drives BNY Mellon’s core digitization strategy and is responsible for mapping our digital future, investing in digital client and internal capabilities, including data management, analytics, artificial intelligence, machine learning and robotics.

The Digital team focuses on maximizing investments in our digital capabilities to drive significant improvements in business performance and the client and employee experience. The team is accelerating the bank’s innovation strategy, developing more cross-functional integration and mining best practices to integrate across businesses, regions, front line relationship managers, innovation centers. We are currently looking to fill positions at our global headquarters in Tribeca, New York.

Role responsibilities
As a member of the Advanced Digital Solutions team, the primary focus and responsibilities will be to deliver tangible value and advance the digital agenda across the enterprise by accelerating effective use of AI.

Main responsibilities will include:

• Serving as results-oriented AI solutions expert to address critical business needs in partnership with business teams, digital team members and technology. This includes leading the design and delivery of proofs of concept as required.
• Providing guidance on AI capabilities – available internally or in the marketplace – to determine best path forward factoring in feasibility, maturity of solutions, cost, time to market etc.
• Driving the use of shared library / repository and model management of AI solutions across the enterprise
• Driving / promoting best practices on effective use of AI solutions
• Act as a partner to lines of business and functions in developing AI capabilities to drive scale

Qualifications - External

• Bachelor’s Degree in business or a related discipline, or equivalent work experience required. Advanced degree in Math, Science / Engineering or a related discipline is preferred.

Preferred Qualifications:

• An AI practitioner with hands-on experience in leading the design and deployment of machine learning solutions
• Experience building supervised and un-supervised learning models (time series , NLP and others) with classical and deep learning frameworks  such as Tensorflow/Keras, Pytorch, scikit-learn and python/numpy/pandas.
• Applied statistics skills, such as distributions, statistical testing, regression, etc.
• Develop ML and statistical models for multiple business units.
• Able to work across businesses and functions at all levels and to communicate with senior stakeholders
• Proficiency in using query languages and databases
• Excellent analytical and problem-solving skills
• Able to deal well with uncertainty and unstructured problems to be solved
• Able to lead ad-hoc and structured teams for achieving goals within established time parameters
• Excellent interpersonal skills necessary to accomplish goals through others, including employees, peers, and other function/business areas of the company
• Able to clearly and effectively communicate technical concepts to non-technical audiences
• 8+ years of experience in statistical and machine learning analysis and development.
• Experience in the securities, financial services, or asset management industry a plus
• Experience in Marketing a plus.
• Graduate degree from top universities a plus
• Experience with cloud machine learning tools a plus.

Nokia Bell Labs have multiple Summer 2021 Internship positions in the research lab for PhD and graduate students in computer science and related fields, focusing on topics related to software systems, networking and distributed systems. The interns will gain experience with cutting edge research and technology in areas such as framework for acceleration of ML algorithms, big data processing ML in the network, robotic systems, edge computing frameworks, program verification or testing, advanced communications protocols and services, low-level system software (kernel and other OS-related software), and server and device programming.

Job Openings

• https://careers.nokia.com/jobs/bell-labs-apss-lab-summer-intern-52868
• https://careers.nokia.com/jobs/soc-ai-for-access-bl-summer-intern-52824
• https://careers.nokia.com/jobs/mm-wave-asic-research-bell-labs-intern-53418
• https://careers.nokia.com/jobs/sensing-localization-bell-labs-co-op-52979
• https://careers.nokia.com/jobs/localization-sensing-bl-summer-intern-53417
• https://careers.nokia.com/jobs/wireless-cir-bell-labs-summer-intern-52704
• https://careers.nokia.com/jobs/digital-ops-bell-labs-summer-intern-53034
• https://careers.nokia.com/jobs/techno-econ-models-bl-summer-intern-53365
• https://careers.nokia.com/jobs/agv-robotics-bell-labs-summer-intern-53400
• https://careers.nokia.com/jobs/applied-ai-ml-bell-labs-summer-intern-54738
• https://careers.nokia.com/jobs/sw-engineer-bell-labs-summer-intern-54739
• https://careers.nokia.com/jobs/robotics-eng-bell-labs-summer-intern-54737
• https://careers.nokia.com/jobs/aerial-robotics-bell-labs-summer-intern-53969
• https://careers.nokia.com/jobs/ctrl-for-autombl-bl-summer-intern-54609
• https://careers.nokia.com/jobs/future-ip-networking-bell-labs-intern-54246
• https://careers.nokia.com/jobs/networking-bell-labs-summer-intern-54108
• https://careers.nokia.com/jobs/bell-labs-ensa-summer-intern-53023
• https://careers.nokia.com/jobs/optical-systems-bell-labs-summer-intern-53704
• https://careers.nokia.com/jobs/photonic-integ-bell-labs-summer-intern-53416
• https://careers.nokia.com/jobs/math-algo-bell-labs-summer-intern-52428
• https://careers.nokia.com/jobs/augmented-human-sensing-bl-summer-intern-52904
• https://careers.nokia.com/jobs/data-science-bell-labs-summer-intern-52873

About Nokia
At Nokia we create the technology to connect the world. Developing and delivering the industry's only end-to-end portfolio of network equipment, software, services and licensing that is available globally. Through our research teams, including the world-renowned Nokia Bell Labs, Nokia is leading the world to adopt end-to-end 5G networks that are faster, more secure and capable of revolutionizing lives, economies and societies. Nokia adheres to the highest ethical business standards as we create technology with social purpose, quality and integrity. A truly global company, we are 160 nationalities working in more than 100 countries.

About Nokia Bell Labs
Do you want to change the world?
Do you want to invent the future?
Are you looking for meaningful real-world experience?

Then Nokia Bell Labs, the Nobel Prize winning research organization, is for you.  We are currently accepting applications for our intern program.

Nokia Bell Labs is building the future – connecting all humans, all senses, all things, all systems, all infrastructure, all processes.  Discovering the possibilities that shape the human experience are at the heart of everything we do.  Our interns will have the opportunity to learn from and work with industry leading experts, and the best and brightest minds, who solve the most formidable challenges confronting our world through disruptive innovation and research.Projects for the 2021 internship cover technologies such as 5G&6G, augmented intelligence, smart devices, IoT, data analytics, robotics, AI, cloud technologies and more…As well as providing hands-on educational and collaborative experiences for a pool of talented and highly motivated students, our internship program will expand your field of study by exposing you to an unparalleled diversity of people, expertise and perspectives.  In classic Bell Labs style, you will leave changed forever by an experience that will redefine your future.

Imagine creating technology that has the potential to change the world. Working with us, you will have a positive impact on people’s lives and help to overcome some of the world’s most pressing challenges. We act inclusively and respect the uniqueness of people. At Nokia, employment decisions are made regardless of race, color, national or ethnic origin, religion, gender, sexual orientation, gender identity or expression, age, marital status, disability, protected veteran status or other characteristics protected by law. Nokia culture welcomes people as their true selves. Come create the technology to connect the world.

Responsibilities:

The aim of the team is to apply cutting edge techniques to quantitative solutions and ultimately generate alpha for both internal and external clients. The candidate’s main focus will be:

l  Developing new quantitative strategies back to front (stocks, fixed income, FoF)

l  Collaborating with in-house scientists to exploit latest development in AI and its applications

l  Communicating research findings to senior stakeholders

Requirements:

l  Educated at top schools with a degree in a quantitative discipline (e.g. math, physics, CS or engineering)

l  Solid programming skills (e.g., python/R/Java)

l  Experience in quantitative trading/research or model development/optimization

l  Knowledge of deep learning

l  Excellent communication skills to convey complex/abstract ideas clearly (both English and Chinese)

l  A self-starter who can manage workflow without clear instructions

BioMind is an award-winning Artificial Intelligence (AI) company offering advanced technology solutions in healthcare industry. As the world’s first company to obtain both European CE mark and Singapore HSA medical device certification, we pride ourselves in empowering the healthcare community through deep technology. Driven by a large team of machine learning engineers, regulatory experts, and medical professionals from prestigious hospitals, we envision to scale healthcare expertise globally using AI. BioMind has also been crowned the Champion in both the Techblazer Award 2019 and 19th Asia Pacific ICT Alliance Award. These highest accolades both nationally and internationally for ICT innovation are strong endorsements of how our technology can deliver unprecedented benefits to people.
 

Make a meaningful impact

Make a positive contribution to hospitals and patients through AI.

Learn and master

The opportunity to work with, learn from and share knowledge with uber- smart colleagues in a culture of collaboration and technical excellence. We groom our employees and make sure that they stay at the cutting edge of the technology stack.

Performance Incentives

Competitive pay with share award for top performers.

Progression Path

Well-defined tech career progression path.

Who Will Impress Us

A strong technical individual with a geeky background like Computer science, Physics, Mathematics who loves programming, solves tough problems, fascinated by Maths and Physics and has a burning desire to build machine learning models.

Machine learning background is not a requirement.

The Candidate

Our aim is to align you with the activities which truly interests you, stretches you technically and helps you grow and impact on billions of patients.

Some of the things you will learn:

• Innovate novel models that solve real world problems in the healthcare domains.
• The models can be forecasting, generative, discriminative, autoregressive, regressive and/or a combination of the above.
• Work on huge medical datasets from CT, MRI, PET-CT, SPECT-CT, Ultra-sound, X-Ray, Biopsy and many others that encompass over 50 medical disciplines.
• Collaborate with the best data scientists in the region, top medical practitioners from prestigious hospitals and top deep learning researchers and advisors from around the world including Harvard and MIT.
• Ample research and publication opportunities in the widely coveted arena where AI intersects healthcare.

Desired Education

Bachelors or Master’s in Engineering, Computer Science, Mathematics or Physics.

BioMind is an award-winning Artificial Intelligence (AI) company offering advanced technology solutions in healthcare industry. As the world’s first company to obtain both European CE mark and Singapore HSA medical device certification, we pride ourselves in empowering the healthcare community through deep technology. Driven by a large team of machine learning engineers, regulatory experts, and medical professionals from prestigious hospitals, we envision to scale healthcare expertise globally using AI. BioMind has also been
crowned the Champion in both the Techblazer Award 2019 and 19th Asia Pacific ICT Alliance Award. These highest accolades both nationally and internationally for ICT innovation are strong endorsements of how our technology can deliver unprecedented benefits to people.
 

What will I work on?

The candidate is a skilled engineer and will be building deep learning models for medical image diagnosis applications such as segmentation, localization and classification of abnormalities. The candidate will write high quality model with high performance and good memory management, together with state-of-the-art accuracies and embed into our proprietary software. 

Our aim is to align you with the activities which truly interest you; will stretch you technically; help you grow and impact on millions of patients.

Who we love to see

• Strong mathematical skills – good foundations of linear algebra, matrix, differential algebra, statistics
• Strong problem solving and engineering skills
• Strong Python, C++ or Java coder
• Good knowledge of Python tools such as TensorFlow, PyTorch, NumPy, Pandas, Sklearn, SciPy, Seaborn
• Proficient in building deep learning neural network models
• Published papers in top machine learning or computer vision conferences, ICML/NIPS/CVPR/ICCV

Education

• Bachelor / Master / PhD in Engineering or Computer Science or Mathematics or Physics

We can offer you

• Master, Teach, Learn – The opportunity to work with, learn from and share knowledge with ultra-smart colleagues in a culture of collaboration and technical excellence. We groom our employees and make sure that they stay at the cutting edge of the technology stack.
• Impact – Huge potential to make a positive contribution across our business, people and partners.
• Remuneration – Competitive pay with share award for top performers.

We are also willing to groom engineers and fresh graduates who don’t have a background in deep learning but are interested to learn. You will also have the opportunity to attend top machine learning conferences like NIPS and ICML.

BioMind is an award-winning Artificial Intelligence (AI) company offering advanced technology solutions in healthcare industry. As the world’s first company to obtain both European CE mark and Singapore HSA medical device certification, we pride ourselves in empowering the healthcare community through deep technology. Driven by a large team of machine learning engineers, regulatory experts, and medical professionals from prestigious hospitals, we envision to scale healthcare expertise globally using AI. BioMind has also been
crowned the Champion in both the Techblazer Award 2019 and 19th Asia Pacific ICT Alliance Award. These highest accolades both nationally and internationally for ICT innovation are strong endorsements of how our technology can deliver unprecedented benefits to people.
 

What are we looking for

A strong technical guy with a geeky background like Computer Science, Physics, Mathematics who loves programming, solves tough problems, fascinated by Math and Physics and wants to learn artificial intelligence and build deep learning models. Machine learning background is not a requirement.

The Candidate

Our aim is to align you with the activities which truly interest you; will stretch you technically; help you grow and impact on billions of patients.

Some of the things you will learn

• Computer Vision / Image Segmentation, Localisation, Classification
• Deep Learning Techniques, Research Techniques, Paper Writing
• Deep learning tools: TensorFlow, NumPy, Pandas, Sklearn, SciPy, Seaborn
• Building deep learning models, understanding the learning mechanisms
• Learning from professors from MIT, NUS, Tsinghua
• Interacting with top neurologists and doctors

Education

Bachelor / Master / PhD in Engineering or Computer Science or Mathematics or Physics.

We can offer you

• Master, Teach, Learn – The opportunity to work with, learn from and share knowledge with ultra-smart colleagues in a culture of collaboration and technical excellence. We groom our employees and make sure that they stay at the cutting edge of the technology stack.
• Impact – Huge potential to make a positive contribution across our business, people and partners
• Remuneration – Competitive pay with share award for top performers.

We are willing to groom engineers and fresh graduates who do not have a background in deep learning but are interested to learn. You will also have the opportunity to attend top machine learning conferences like NIPS and ICML.

What will I work on. The candidate is a skilled engineer and will be building deep learning models for medical image diagnosis applications such as segmentation, localization, and classification of abnormalities. The candidate will write high quality model with high performance and good memory management, together with state-of-the-art accuracies and embed into our proprietary software. Our aim is to align you with the activities which truly interest you; will stretch you technically; help you grow and impact on millions of patients. Who we love to see • Strong mathematical skills – good foundations of linear algebra, matrix, differential algebra, statistics • Strong problem solving and engineering skills • Strong Python, C++, or Java coder • Good knowledge of Python tools such as TensorFlow, PyTorch, NumPy, Pandas, Sklearn, SciPy, Seaborn • Proficient in building deep learning neural network models • Published papers in top machine learning or computer vision conferences, ICML/NIPS/CVPR/ICCV Education • Bachelor / Master / PhD in Engineering or Computer Science or Mathematics or Physics We can offer you • Master, Teach, Learn – The opportunity to work with, learn from and share knowledge with ultra-smart colleagues in a culture of collaboration and technical excellence. We groom our employees and make sure that they stay at the cutting edge of the technology stack. • Impact – Huge potential to make a positive contribution across our business, people, and partners. • Remuneration – Competitive pay with share award for top performers. We are also willing to groom engineers and fresh graduates who don’t have a background in deep learning but are interested to learn. You will also have the opportunity to attend top machine learning conferences like NIPS and ICML.