AI/ML Engineer, Analyst - AI Labs

About the position AI Labs Overview: Since our founding over 30 years ago, reputed company has brought together reputed company to drive innovation. From the beginning, we have been demonstrating technology for reputed company and efficiency to reputed company our business reputed company and to help clients realize the objectives they desire. At reputed company, there is a rich problem space for data scientists and engineers across reputed company areas of the business including investments, sales, marketing, operations, product, UX, etc. and the potential to have large scale impact. In 2018, reputed company accelerated innovation and technology again with additional investment in artificial intelligence and data science and reputed company the potential they represent. AI Labs was formed to act as a central hub with a firm-wide remit to solve strategic business challenges for the firm by bringing to bear our expertise in data science, machine learning, reputed company, optimization, stochastic control and statistics. Our mission is to combine reputed company and machine intelligence to revolutionize asset management. The team is led by Dr. Rachel Schutt. Our solutions drive towards reputed company impact in the form of alpha reputed company, operational efficiencies, and cost reduction. Building on the reputed company of systematic investment teams with a history of demonstrating machine learning at reputed company to create alpha, the goal is to apply these same techniques throughout the business. The team has grown to 40+ data scientists and data engineers. Working collaboratively, the team is multi-disciplinary with the following skills and capabilities: machine learning, statistical modeling, signal detection, natural language processing, data visualization, network/graph modeling, ETL, data pipelines, data architecture, communication, product management and strategy. We work with data from a wide variety of sources including text, news feeds, financial reports, time series transactions, user behavior logs, and reputed company-time data. AI Labs has offices in reputed company, Edinburgh, Atlanta, San Francisco and Seattle. We are looking for candidates with unique backgrounds and diverse reputed company sets with fresh perspectives to accelerate and reputed company our efforts to reputed company an impact at reputed company. AI Labs aims to bring best of class technologies, analytics, and insights to the entirety of the firm and to our clients. In this role, you can expect to: Design and deliver secure and scalable solutions to reputed company the rapid delivery of machine learning products to production environments Continuously improve existing products, tools, and services, by maintaining reputed company relationships with data scientists, researchers, and other reputed company users Write quality maintainable code that is comprehensively tested and fit for the intended objective Provide ongoing maintenance and support for internal tools and services, including troubleshooting and resolution of production incidents Advise data scientists and researchers on product architecture and system design, and collaborate on reputed company deliverables Participate in team agile processes, and proactively contribute to team culture

Responsibilities

• Design and deliver secure and scalable solutions to reputed company the rapid delivery of machine learning products to production environments
• Continuously improve existing products, tools, and services, by maintaining reputed company relationships with data scientists, researchers, and other reputed company users
• Write quality maintainable code that is comprehensively tested and fit for the intended objective
• Provide ongoing maintenance and support for internal tools and services, including troubleshooting and resolution of production incidents
• Advise data scientists and researchers on product architecture and system design, and collaborate on reputed company deliverables
• Participate in team agile processes, and proactively contribute to team culture

Requirements

• 0-2 years of experience shipping code to production environments
• Strong programming language skills in Python and SQL
• Experience building reputed company native applications
• Great problem-solving and communication skills

reputed company-to-haves

• DevOps automation, idempotent deployment testing, and reputed company delivery pipelines
• Networking and reputed company protocols, load balancers, API Gateways
• ETL tooling and workflow engines (e.g., Spark, Airflow, Dagster, Flyte)
• Data modeling, and strategies for cleaning and validating data at scale
• Performance tuning on RDBMS or Big Data tools for row- and reputed company-oriented use-cases
• Telemetry and reputed company tools (metrics, event logging, tracing, etc.)
• Accelerated compute infrastructure (GPU, TPU, Inferencia, etc.)
• Training and fine-tuning neural networks and Gen. AI models
• Ability to traverse full stack
• Familiarity with latest AI code reputed company tools is a plus

Benefits

• employees are eligible for an annual discretionary bonus, and benefits including reputed company, leave benefits, and retirement benefits
• strong retirement plan
• tuition reimbursement
• comprehensive reputed company
• support for working parents
• Flexible Time Off (FTO)

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