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Aladdin Financial Engineering Data Scientist Associate

Min Experience

4 years

Location

Gurgaon, Haryana

JobType

full-time

About the job

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About the role

You can help conduct research to build quantitative financial models and portfolio analytics that help managing most of the money of the world's largest asset manager. You can bring all yourself to the job. From the top of the firm down we embrace the values, identities and ideas brought by our employees. We are looking for curious people with a strong background in data science, quantitative research and machine learning, have awesome problem-solving skills, insatiable appetite for learning and innovating, adding to BlackRock's vibrant research culture. If any of this excites you, we are looking to expand our team. We currently have Data Scientist role with the AFE Investment AI (IAI) Team, India (Mumbai or Gurugram location). The securities market is undergoing a massive transformation as the industry is embracing machine learning and, more broadly, AI, to help evolve the investment process. Pioneering this journey at BlackRock, the team has better deliver applied AI investment analytics to help both BlackRock and Aladdin clients achieve scale through automation while safeguarding alpha generation. The IAI team combines AI / ML methodology and technology skills with deep subject matter expertise in fixed income, equity, and multi-asset markets, and the buyside investment process. We are building next generation liquidity, security similarity and pricing models leveraging our expertise in quantitative research, data science and machine learning. The models we build use innovative machine learning approaches, have real practical value and are used by traders and portfolio managers alike. Our models use cutting edge econometric/statistical methods and tools. The models themselves have real practical value and are used by traders, portfolio managers and risk managers representing different investment styles (fundamental vs. quantitative) and across different investment horizons. Research is conducted predominantly in Python and Scala, and implemented into production by a separate, dedicated team of developers. These models have a huge footprint of usage across the entire Aladdin client base, and so we place special emphasis on scalability and ensuring adherence to BlackRock's rigorous standards of model governance and control. Background and Responsibilities We are looking to hire a Data Scientist with 4+ years' experience to join AFE Investment AI India team focusing on Trading and Liquidity to work closely with other data scientists/researchers to support Risk Mangers, Portfolio Managers and Traders. We build cutting edge liquidity analytics using a wide range of ML algos and a broad array of technologies (Python, Scala, Spark/Hadoop, GCP, Azure). This role is a great opportunity to work closely with the Portfolio Managers, Risk Managers and Trading team, spanning areas such as: Design, develop, and maintain data pipelines to extract, transform, and load data from various sources into our data warehouse/lake. Work with data scientists and analysts to understand data needs and design appropriate data models. Implement data quality checks and ensure the accuracy and consistency of data throughout the processing pipeline. Perform analysis of large data sets comprising of market data, trading data and derived analytics. Design and develop model surveillance framework. Automate data processing tasks using scripting languages (e.g., Python, Scala) and orchestration tools (e.g., Airflow, Luigi). Utilize cloud-based data platforms (e.g., GCP, Azure, etc.) to manage and process large datasets efficiently. Implement the ML models/analytics for Trading/Liquidity and integrate into Aladdin analytical system in accordance with BlackRock's model governance policy.

About the company

BlackRock is one of the world's preeminent asset management firms and a premier provider of global investment management, risk management and advisory services to institutional, intermediary and individual investors around the world. BlackRock offers a range of solutions — from rigorous fundamental and quantitative active management approaches aimed at maximizing outperformance to highly efficient indexing strategies designed to gain broad exposure to the world's capital markets. Our clients can access our investment solutions through a variety of product structures, including individual and institutional separate accounts, mutual funds and other pooled investment vehicles, and the industry-leading iShares® ETFs.

Skills

data science
quantitative research
machine learning
problem-solving
data engineering
data pipelines
data modeling
data quality
data analysis
model development
python
scala
cloud platforms
gcp
azure