Artificial intelligence / Machine Learning Developer - Senior Manager

Bengaluru, India

State Street

State Street provides investment servicing, investment management, investment research and trading services to institutional investors worldwide.

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Role Summary

Looking for AI/ML Developer capacity to lead AI/ML team as DMC India region project manager with in-depth model design, data prep, development, back testing, deployment and support experience with 360 Degree knowledge required to support this Role. The “DMC AI Solutions” team is responsible to explore, prototype and solution  the adoption of various AI technologies into the business and technology demand to achieve intelligent automation and analytics at scale. The new DMC AI team works in orchestration with policies and recommendations established by internal Architecture AI team.

Role Description:

Looking for a Senior AI/ML Developer with 9~11 years of Software Development work experience with 3+ years of advance Python programming, libraries and common frameworks and tools & technics. Advanced coding and software engineering skills and familiarity with software engineering principles around testing, code reviews and deployment. Hands-on experience with On-prem and Cloud based Enterprise Application Development. Strong knowledge and implementation experience with AI/ML systems & Tools, Familiarity natural language processing a plus

The candidate should have industry experience (preferably in Financial Services) in supporting enterprise applications and exposure to Cloud based AI/ML Ops engineering platforms.

• Design and develop AI/ML components and solutions using Python in On-Prem/Cloud based tools and techniques.

• Manage and use appropriate tools in the cloud, Build and deploy AI/ML Models with CICD experience.

• Responsible for developing/implementing AI/ML models to support current and future business needs.

• Participating in technical design, application build, configuration, unit testing, deployment and production support.

• Experience in Requirement Analysis, Problem diagnosis (Root Cause Analysis) and Problem resolution skills including the determination and provision of workaround solution or escalation to service owners.

• Preparation and maintenance of appropriate technical, compliance/Audit documentations

• Experience in advance AI/ML tools and technics

• Strong written and verbal communication skills is a must.

Education:

M.Sc and above – mathematician or statistician.

Core/Must have skills:

  • Advance Python programming Skills.
  • Understanding of machine learning algorithms and techniques, including supervised learning, unsupervised learning, and deep learning.
  • Ability to work with large-scale datasets and implement scalable ML solutions.
  • Strong problem-solving skills and ability to think critically about complex technical challenges.
  • Excellent communication skills, with the ability to articulate technical concepts to both technical and non-technical stakeholders.

Good to have Skills:

Data Analysis/Science, Financial Model Development, NLP, AWS Databricks AI/ML Ops. Tools and Framework: TensorFlow, PyTorch, Keras, Scikit-Learn, XGBoost, FastAI, MATLAB, LightGBM, Theano, Google ML Kit, MxNet, Caffe

Why this role is important to us

 Our technology function, Global Technology Services (GTS), is vital to State Street and is the key enabler for our business to deliver data and insights to our clients. We’re driving the company’s digital transformation and expanding business capabilities using industry best practices and advanced technologies such as cloud, artificial intelligence and robotics process automation. We offer a collaborative environment where technology skills and innovation are valued in a global organization. We’re looking for top technical talent to join our team and deliver creative technology solutions that help us become an end-to-end, next-generation financial services company. Join us if you want to grow your technical skills, solve real problems and make your mark on our industry.

About State Street

What we do

State Street is one of the largest custodian banks, asset managers and asset intelligence companies in the world. From technology to product innovation, we’re making our mark on the financial services industry. For more than two centuries, we’ve been helping our clients safeguard and steward the investments of millions of people. We provide investment servicing, data & analytics, investment research & trading and investment management to institutional clients.

Work, Live and Grow

We make all efforts to create a great work environment. Our benefits packages are competitive and comprehensive. Details vary by location, but you may expect generous medical care, insurance and savings plans, among other perks. You’ll have access to flexible Work Programs to help you match your needs. And our wealth of development programs and educational support will help you reach your full potential.

Inclusion, Diversity and Social Responsibility.

 We truly believe our employees’ diverse backgrounds, experiences and perspectives are a powerful contributor to creating an inclusive environment where everyone can thrive and reach their maximum potential while adding value to both our organization and our clients. We warmly welcome candidates of diverse origin, background, ability, age, sexual orientation, gender identity and personality. Another fundamental value at State Street is active engagement with our communities around the world, both as a partner and a leader. You will have tools to help balance your professional and personal life, paid volunteer days, matching gift programs and access to employee networks that help you stay connected to what matters to you. State Street is an equal opportunity and affirmative action employer. Discover more at StateStreet.com/careers

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Tags: Architecture AWS Caffe Data analysis Databricks Deep Learning Engineering fastai Keras LightGBM Machine Learning Matlab ML models Model design MXNet NLP Python PyTorch Research Robotics Scikit-learn TensorFlow Testing Theano Unsupervised Learning XGBoost

Perks/benefits: Career development Health care

Region: Asia/Pacific
Country: India

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