Middle ML & AI Engineer (PitchBook) at SPD Technology (вакансія неактивна)

ABOUT THE PROJECT

PitchBook — a platform for investment professionals. Our software provides access to data and the analytical tools to get answers fast and discover promising opportunities. Uncovers actionable insights and trends hidden within the financial data of more than three million companies. Users all over the world include large corporations, start-ups, venture capital and private equity firms, investment banks, and many others.
– Advanced search
– Discovery & insights
– Company profiles
– Workflow & efficiency
– Financials and many more

REQUIREMENTS

– Bachelor’s/master’s degree in computer science, Machine Learning, Statistics, or related fields.
– 2+ years of experience in a similar role in a production environment.
– Experience in transformer-based language models
– Proficient in deep learning frameworks (i.e, TensorFlow and PyTorch)
– Demonstrated experience with natural language processing.
– Demonstrated experience with Python or other object-oriented programming frameworks.
– Demonstrated experience in using SQL for data extraction.
– Strong communication and data presentation skills.
– Strong problem-solving ability.
– Ability to communicate complex analysis in a clear, precise, and actionable manner.
– Experience working closely with software development team(s) is a plus.
– Experience building scalable systems in production is a plus.
– Knowledge of financial services, investment, banking, VC, and/or PE is desired but not required.

RESPONSIBILITIES

– Design, develop, and fine-tune generative AI models using transformer architectures.
– Implement advanced techniques to create practical solutions for real-world challenges.
– Leverage frameworks like LangChain, LangGraph, and LangSmith to build automated pipelines and intelligent agents.
– Process and analyze large volumes of unstructured data using embeddings and statistical modeling to identify meaningful insights.
– Collaborate with cross-functional teams to create production-grade ML systems that handle real-time, high-volume data processing.
– Work with Product and Engineering teams to improve data management and support innovation.
– Present complex analyses clearly and effectively.

WHAT WE OFFER

– Experience an agile and flexible working environment
– Enjoy the freedom of fully remote work with a flexible working schedule.
– Empower yourself with a stable workload and a stable income, supported by provided laptops and licensed software.
– Benefit from performance and merit reviews, elevate your skills with personal development plans, and individual learnings through the corporate library, public speaking support, and more.
– Work with a team of one mind who cares about what they do and how they do.
– Join company-wide tech and cultural events, and contribute to meaningful CSR initiatives that resonate with your values.

COMPENSATION & BENEFITS

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