ML Intern (Summer Internship 2024) at Tower Research Capital

Short Description:

Tower Research Capital is seeking a talented ML Intern to join their Core AI & Machine Learning team for a Summer Internship in Gurgaon. The role involves developing data pipelines, designing and implementing machine learning models, and optimizing existing models. Candidates should have a strong academic background, proficiency in frameworks like Tensorflow or Pytorch, and experience with CI/CD pipelines and MLOps practices. Benefits include a competitive stipend, daily meals, snacks, and cab facilities within Gurgaon. Tower Research Capital is committed to providing a supportive and inclusive work environment for all applicants.

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Position: ML Intern (Summer Internship 2024)
Company: Tower Research Capital
Location: Gurgaon, India
Job type: Full time
Job mode: Hybrid

Introduction

Are you passionate about exploring the depths of artificial intelligence and machine learning in a dynamic trading environment? Tower Research Capital, a pioneering high-frequency proprietary trading firm established in 1998, is on the lookout for talented individuals to join our Core AI & Machine Learning team. If you're enthusiastic about leveraging data science to tackle real-world challenges, this could be the perfect opportunity for you. Join us for a transformative internship experience in the vibrant city of Gurgaon!

Responsibilities

As an ML Intern at Tower Research Capital, you'll be at the forefront of cutting-edge projects, contributing to various aspects of data processing and model development. Your responsibilities will include:

1. Data Pipeline Development

• Spearheading the development of robust data pipelines for cleaning, collecting, processing, and analyzing diverse datasets.
• Implementing efficient strategies to ensure data integrity and reliability throughout the pipeline.

2. Machine Learning Model Design

• Designing and implementing innovative machine learning models, with a focus on LLM-based NLP models.
• Collaborating with team members to brainstorm and refine model architectures that address specific trading challenges.

3. Experimentation and Evaluation

• Conducting rigorous experiments and tests to evaluate the performance of machine learning models.
• Analyzing experimental results and providing insights to guide further model improvements.

4. Model Optimization

• Contributing to the optimization and fine-tuning of existing machine learning models to enhance their accuracy and efficiency.
• Exploring advanced techniques to mitigate overfitting and improve generalization capabilities.

Qualifications

To excel in this role, you should possess a blend of academic excellence, technical proficiency, and a passion for innovation. The following qualifications are required:

1. Educational Background

• Pursuing or possessing a bachelor’s, master's, or PhD degree from a top-tier university.
• Availability to join as a Summer Intern from May 2024, committing to an in-office internship experience.

2. Technical Skills

• Prior experience in training, building, and deploying machine learning models using frameworks such as Tensorflow or Pytorch.
• Proficiency in CI/CD pipelines and MLOps practices for automating model deployments.
• Strong command over Linux, SQL, Git, and BASH scripting for effective development and collaboration.
• Advanced knowledge of Python programming language and hands-on experience in implementing machine learning algorithms.

Benefits

At Tower Research Capital, we believe in fostering a supportive and rewarding environment that nurtures both professional growth and personal well-being. As part of our team, you'll enjoy a range of benefits, including:

• Competitive stipend commensurate with industry standards.
• Daily provision of breakfast, lunch, dinner, and snacks to fuel your productivity.
• Convenient cab facility within Gurgaon to ensure hassle-free commuting.

Tower Research Capital is committed to creating a diverse and inclusive workplace where individuals from all backgrounds can thrive and contribute to our collective success. Join us on this exciting journey and unleash your potential in the dynamic world of quantitative trading!

Tower Research Capital is an equal opportunity employer. We encourage applications from candidates of all backgrounds and experiences.

Please click here to apply.

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