Machine Learning Engineer
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Who We Are
Boston Consulting Group partners with leaders in business and society to tackle their most important challenges and capture their greatest opportunities. BCG was the pioneer in business strategy when it was founded in 1963. Today, we help clients with total transformation-inspiring complex change, enabling organizations to grow, building competitive advantage, and driving bottom-line impact.
To succeed, organizations must blend digital and human capabilities. Our diverse, global teams bring deep industry and functional expertise and a range of perspectives to spark change. BCG delivers solutions through leading-edge management consulting along with technology and design, corporate and digital ventures—and business purpose. We work in a uniquely collaborative model across the firm and throughout all levels of the client organization, generating results that allow our clients to thrive.
Practice Area Profile
What You'll Do
What You'll Bring (Experience & Qualifications)
- 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
- 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
- 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
Date Posted:
Boston Consulting Group is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, age, religion, sex, sexual orientation, gender identity / expression, national origin, disability, protected veteran status, or any other characteristic protected under national, provincial, or local law, where applicable, and those with criminal histories will be considered in a manner consistent with applicable state and local laws.
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