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Machine Learning and Data Science Engineer

On-site Full-time

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Experience Level

Mid to Senior

Qualifications

Bachelor's degree or an equivalent combination of education and experience. Proven experience in manipulating and analyzing large-scale datasets (multi-billion records). Hands-on proficiency in developing data-driven solutions utilizing Python, Scala, or similar programming languages. Expertise in SQL, Spark, NoSQL, and cloud-based data processing frameworks in production environments. Familiarity with containerization technologies (e.g., Docker) and microservices architectures. Experience with data warehousing solutions such as Snowflake, Databricks, Azure SQL, and Amazon RDS. Adept at framing data-centric challenges based on cross-industry business needs. Experience applying analytical techniques across various business sectors including customer insights, marketing, finance, and digital channels. Hands-on experience in deploying production-scale machine learning systems in relevant domains (e.g., personalization, natural language processing, computational finance).

About the job

As a Machine Learning Engineer at CapTech, you will be at the forefront of designing and executing innovative data-driven solutions tailored for our diverse clientele. Your primary focus will be on constructing and deploying robust machine learning systems within enterprise environments. Enjoy collaboration in a dynamic atmosphere that fosters knowledge sharing among analysts, architects, and clients.

Key Responsibilities:

  • Collaborate with clients, data scientists, engineers, and cross-functional teams to develop comprehensive machine learning solutions while discovering novel data science methodologies to fulfill business objectives.
  • Translate client requirements into data-centric processes, models, and analytical metrics.
  • Examine and process extensive datasets across various enterprise-level data platforms, including AWS, Azure, and GCP.
  • Design and implement sophisticated analytical solutions utilizing client data, such as recommender systems, natural language processing, and risk assessment models.
  • Optimize and scale machine learning systems to meet client specifications effectively.
  • Enhance CapTech’s Machine Learning and Data Science practices through client presentations, proposal writing, participation in business development activities, and mentoring junior data scientists and engineers.

About CapTech Consulting

CapTech is an award-winning consulting firm dedicated to partnering with clients to harness the potential of technology. Our passion drives the quality of our work and the success we deliver for our clients. Founded on the principle of building enduring relationships, we now collaborate with a wide range of clients, including Fortune 100 companies, mid-sized businesses, and government entities across the nation.

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