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Senior Software Engineer

2 months ago

London, Greater London, United Kingdom Gentrian Full time

Senior Software Engineer - Aerospace and Defense:

Bullisher is a data-centric fintech solution provider in the aerospace and defense industry for institutional level investors, looking to disrupt and revolutionize a $3 trillion industry. We spearhead an industry-leading Blackbox to facilitate and administer trade agreements, driven by our new generation benchmark delivering solutions through innovation with uncompromising agility. We predict trends in the aerospace and government defense entities and aim to influence actual changes in government policies through innovation.

As a newly created role for a team of four, you will integrate large-scale data preprocessing with machine learning, transparent integration, and the use of data structures and algorithms, enabling training models leveraging a distributed in-memory machine learning platform. Areas to cover will include analytics engines for large-scale data processing. You will demonstrate model training together with hyper-parameter tuning (Random Grid-Search with time constraint) of various algorithms using AutoML-training meta model combining different algorithms. You will demonstrate target encoding by using Bullisher API documentation, the dashboard, analytics, configuration, and application health. We are a startup enhancing the formation to early stages of a product development project. The oversight requires you to deploy trained models into production, expedite a branch deployment, and design, deploy, and operate a full-stack system. Areas to improve will include replacing existing workflows with advanced machine learning algorithms, including NLP and ensemble methods using powerful data munging, ML pipelines with advanced algorithms fully deployed for speed and accuracy with graphical user interface (GUI). You will also participate in software development meetings with the CEO, CTO, CIO, V.P of Data Processing and Governance, and V.P of Software Engineering and Advanced Analytics to determine technical requirements and will undergo a formal approval, review, and voting by representatives for security impact analysis (the Change Approval Board).

Key Responsibilities:

  • A proven record of implementation of method transformers.
  • The technical ability to convert one data-frame into a tokenizer.
  • Proficiently fitting implementing methods that accept data-frames and produce models into transformers.
  • In-depth knowledge of deployment of chains, multiple transformers, and estimators to create ML workflow.
  • Develop detailed analyses repeatedly evaluating different features in engineering steps, algorithms, hyper-parameters, train original datasets, and cross-validation.

Environment:

This position will operate in the following areas of the organization: regulatory engineering division "Multidomain Defence Dock."

Requirements:

  • Critical programming experience in Python, R, Scala, SQL, JAVA, C++, and C#.
  • 10+ years of experience as a Software Engineer.
  • Extensive experience in AI-powered software development management and advanced analytics.
  • Certified Information Security Manager (CISM) is essential.
  • Offensive Security Certified Professional (OSCP), Certified Information Security Manager (CISM) is essential.