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Machine Learning Engineer

Geplaatst 23 mrt. 2024
Werkervaring
3 tot 5 jaar
Full-time / part-time
Full-time
Functie
Soort opleiding
Taalvereisten
Engels (Vloeiend)
Nederlands (Vloeiend)

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About Us

Boston Consulting Group (BCG) is a global management consulting firm and the world’s leading advisor on business strategy. We partner with clients from the private, public, and not-for-profit sectors in all regions to identify their highest-value opportunities, address their most critical challenges, and transform their enterprises. Our customized approach combines deep insight into the dynamics of companies and markets with close collaboration at all levels of the client organization. This ensures that our clients achieve sustainable competitive advantage, build more capable organizations, and secure lasting results. Founded in 1963, BCG is a private company with more than 90 offices in 50 countries. For more information, please visit bcg.com

Practice Area Profile

BCG GAMMA combines innovative skills in computer science, artificial intelligence, statistics, and machine learning with deep industry expertise. The BCG GAMMA team is comprised of world-class data scientists and business consultants who specialize in the use of advanced analytics to get breakthrough business results. Our teams own the full analytics value-chain end to end: framing new business challenges, building fact-bases, designing innovative algorithms, creating scale through designing tools and apps, and training colleagues and clients in new solutions. Here at BCG GAMMA, you’ll have the chance to work with clients in every BCG region and every industry area. We are also a core member of a rapidly growing analytics enterprise at BCG - a constellation of teams focused on driving practical results for BCG clients by applying leading edge analytics approaches, data, and technology.

Role Profile

OVERVIEW OF GAMMA ENGINEERING:

The Gamma Engineering team is building the next generation of analytics tools. Clients need to easily interact with our analytics applications to measure the success of their new analytics enabled organization or quickly make decisions based on what and how they see analytic output. Our clients will use our analytics solutions to derive insights around business trends. We “open the doors” to data for our clients giving them fast and trusted options to search, frame, and share data.

POSITION SUMMARY:

BCG Gamma is seeking a Machine Learning Engineer to join our engineering team. The ideal candidate will have industry experience working on a range of different machine learning disciplines, e.g. anomaly detection, payment fraud, fraud detection, search ranking, text/sentiment classification, spam detection and others. The position will involve taking these skills and applying them to some of the most exciting and massive data and analytics problems across multiple industries. We are looking for machine learning engineers to join the ML effort for our teams, building ML-based systems, tools, and services that serve as infrastructure for our internal and external clients.

As a strong software expert in building complex systems, you will be responsible for inventing how we use technology, machine learning, and data to enable the productivity of our clients. You will help envision, build, deploy and develop our next generation of data engines and tools which will help our clients fundamentally transform their business. You will be bridging the gap between business and engineering, and functioning with deep expertise in both worlds.

RESPONSIBILITIES:

We are looking for a Machine Learning Engineer who can bring bleeding edge machine learning models into production together with a highly multi-disciplinary team of scientist, engineers, partners, product managers and subject domain experts.

Your Qualifications

REQUIREMENTS:

  • Masters degree in computer science (or in a highly related area)
  • Min. 3 years of experience in algorithms, data structures, and object-oriented programming
  • Good understanding of machine learning fundamentals and deep learning
  • Implementation experience in machine learning algorithms and applications
  • Knowledge of or experience in building production quality and large scale deployment of applications related to natural language processing and machine learning
  • Experience with distributed systems strongly preferred

TECHNOLOGIES:

  • Strong programming skills in at least one object oriented programming language (Java, Scala, C++, Python, etc.)
  • Strong skills in parallel processing technologies and languages: Hadoop, Spark, Scala etc.
  • Experience with Python applied to machine learning (Pandas, Scikit-learn, Scipy, Numpy etc.)
  • Strong knowledge of machine learning techniques required (KNN, random forest, Bayesian statistics etc.)
  • Strong knowledge of machine learning techniques preferred (TensorFlow, Keras, PyTorch,Caffe, MxNet)
  • Cloud: AWS/GCP/Azure
  • DevOps: Kubernetes, Docker, CI/CD
  • Building REST API
  • Knowledge of relational database management: SQL, PostgreSQL, Microsoft SQL etc.
  • Knowledge of NoSQL databases (MongoDB, Neo4j, Redis etc.)
  • Unix-based command line & development tools

WORK ENVIRONMENT:

  • Fast-paced, intellectually intense, service-oriented environment
  • Position is located in Gamma European hubs (Paris, London, Germany, Nordics etc.)
  • Fluency in local language and English are required
  • Expect time spent traveling

Since its inception in 1963, BCG has been at the forefront of business management. Many of our ideas and concepts—such as time-based competition, the growth/share matrix, capabilities-based competition, and the experience curve—have had such a fundamental impact on the success of corporations that they have become central to the business lexicon. BCG continues to lead the way on issues at the vanguard of management thinking and practice.

Management Consulting
Amsterdam
Actief in 50 landen
250 medewerkers
Gemiddeld 30 jaar oud

Dit zeggen medewerkers

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"The constant interaction with people from a wide variety of a backgrounds and expertise allows you to grow at a very fast pace."
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I studied applied physics and earned a PhD in nanotechnology, then worked in the high-tech sector for a couple of years. When I…

Rien

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"Each case is a great new learning experience where we add true value for the client."
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I was quite sure I wanted to work as an engineer after my studies in offshore engineering. I had met with some consultancy firms but I figured I had more…